From c86d5f2b2360ed0e2b4d765822ced8c0c39251bb Mon Sep 17 00:00:00 2001 From: ngxson Date: Fri, 23 Feb 2024 21:54:14 +0100 Subject: [PATCH 01/16] wip: model merge --- examples/merge/merge.cpp | 118 +++++++++++++++++++++++++++++++++++++++ 1 file changed, 118 insertions(+) create mode 100644 examples/merge/merge.cpp diff --git a/examples/merge/merge.cpp b/examples/merge/merge.cpp new file mode 100644 index 0000000000000..4091eb918d42d --- /dev/null +++ b/examples/merge/merge.cpp @@ -0,0 +1,118 @@ +#include "common.h" +#include "llama.h" + +#include +#include +#include +#include +#include +#include +#include +#include + + +int32_t merge( + const std::string & fname_inp1, + const std::vector scale1, + const std::string & fname_inp2, + const std::vector scale2, + const int n_layers, + const std::string & fname_out) { +#if defined(__linux__) || defined(_WIN32) + constexpr bool use_mmap = true; +#else + constexpr bool use_mmap = false; +#endif + + llama_model_loader ml(fname_inp1, use_mmap, NULL); + ml.init_mapping(false); // no prefetching? + + llama_model model; + llm_load_arch(ml, model); + llm_load_hparams(ml, model); + + struct gguf_context * ctx_out = gguf_init_empty(); + // copy the KV pairs from the input file + gguf_set_kv(ctx_out, ml.ctx_gguf); + + // populate the original tensors so we get an initial meta data + for (int i = 0; i < ml.n_tensors; ++i) { + struct ggml_tensor * meta = ml.get_tensor_meta(i); + gguf_add_tensor(ctx_out, meta); + } + + std::ofstream fout(fname_out, std::ios::binary); + fout.exceptions(std::ofstream::failbit); // fail fast on write errors + + const size_t meta_size = gguf_get_meta_size(ctx_out); + + LLAMA_LOG_INFO("%s: meta size = %zu bytes\n", __func__, meta_size); + + // placeholder for the meta data + ::zeros(fout, meta_size); + + std::vector> read_data; + + for (int i = 0; i < ml.n_tensors; ++i) { + struct ggml_tensor * tensor = ml.get_tensor_meta(i); + + const std::string name = ggml_get_name(tensor); + + if (!ml.use_mmap) { + if (read_data.size() < ggml_nbytes(tensor)) { + read_data.resize(ggml_nbytes(tensor)); + } + tensor->data = read_data.data(); + } + ml.load_data_for(tensor); + + size_t new_size = ggml_nbytes(tensor); + void * new_data = tensor->data; + + LLAMA_LOG_INFO("[%4d/%4d] %36s - [%s], type = %6s, ", + ++idx, ml.n_tensors, + ggml_get_name(tensor), + llama_format_tensor_shape(tensor).c_str(), + ggml_type_name(tensor->type)); + + // update the gguf meta data as we go + gguf_set_tensor_type(ctx_out, name.c_str(), new_type); + gguf_set_tensor_data(ctx_out, name.c_str(), new_data, new_size); + + // write tensor data + padding + fout.write((const char *) new_data, new_size); + zeros(fout, GGML_PAD(new_size, GGUF_DEFAULT_ALIGNMENT) - new_size); + } + + // go back to beginning of file and write the updated meta data + { + fout.seekp(0); + std::vector data(gguf_get_meta_size(ctx_out)); + gguf_get_meta_data(ctx_out, data.data()); + fout.write((const char *) data.data(), data.size()); + } + + fout.close(); + + gguf_free(ctx_out); +} + + +// usage: +// ./merge ./path/model_1 LAYERS_1 ./path/model_2 LAYERS_2 +// +[[noreturn]] +static void usage(const char * executable) { + printf("usage: %s ./path/model_1 LAYERS_1 ./path/model_2 LAYERS_2\n\n", executable); + printf(" LAYERS must be in format: p0-p1,p2-p3,p4,... Example: 0-5,7,8-12\n"); + //printf(" Optionally, you can specify the scaling for a range of layers, for example: 0-5*0.5,6-7*1\n"); + printf(" The embedding layer of the first model will be used"); + exit(1); +} + +int main(int argc, char ** argv) { + llama_backend_init(); + llama_model_params model_params = llama_model_default_params(); + llama_model * model = llama_load_model_from_file(params.model.c_str(), model_params); + llama_backend_free(); +} \ No newline at end of file From 48582575ab62b1bd0a2b322426e752751a976893 Mon Sep 17 00:00:00 2001 From: ngxson Date: Sat, 24 Feb 2024 22:02:36 +0100 Subject: [PATCH 02/16] sync --- Makefile | 9 +- examples/merge/CMakeLists.txt | 6 ++ examples/merge/merge.cpp | 101 +++---------------- llama.cpp | 182 ++++++++++++++++++++++++++++++++++ llama.h | 14 +++ merge | Bin 0 -> 1273424 bytes 6 files changed, 222 insertions(+), 90 deletions(-) create mode 100644 examples/merge/CMakeLists.txt create mode 100755 merge diff --git a/Makefile b/Makefile index f03faf6eda0fb..cb01ac90284ef 100644 --- a/Makefile +++ b/Makefile @@ -1,8 +1,9 @@ # Define the default target now so that it is always the first target BUILD_TARGETS = \ main quantize quantize-stats perplexity imatrix embedding vdot q8dot train-text-from-scratch convert-llama2c-to-ggml \ - simple batched batched-bench save-load-state server gguf llama-bench libllava.a llava-cli baby-llama beam-search \ - speculative infill tokenize benchmark-matmult parallel finetune export-lora lookahead lookup passkey tests/test-c.o + simple batched batched-bench save-load-state server gguf llama-bench libllava.a llava-cli baby-llama beam-search \ + speculative infill tokenize benchmark-matmult parallel finetune export-lora lookahead lookup passkey tests/test-c.o \ + merge # Binaries only useful for tests TEST_TARGETS = \ @@ -699,6 +700,10 @@ quantize: examples/quantize/quantize.cpp build-info.o ggml. $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) +merge: examples/merge/merge.cpp build-info.o ggml.o llama.o $(OBJS) + $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) + $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) + quantize-stats: examples/quantize-stats/quantize-stats.cpp build-info.o ggml.o llama.o $(OBJS) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) diff --git a/examples/merge/CMakeLists.txt b/examples/merge/CMakeLists.txt new file mode 100644 index 0000000000000..93df1a64358f3 --- /dev/null +++ b/examples/merge/CMakeLists.txt @@ -0,0 +1,6 @@ +set(TARGET merge) +add_executable(${TARGET} merge.cpp) +install(TARGETS ${TARGET} RUNTIME) +target_link_libraries(${TARGET} PRIVATE llama build_info ${CMAKE_THREAD_LIBS_INIT}) +target_include_directories(${TARGET} PRIVATE ../../common) +target_compile_features(${TARGET} PRIVATE cxx_std_11) diff --git a/examples/merge/merge.cpp b/examples/merge/merge.cpp index 4091eb918d42d..b1ecc123c9f08 100644 --- a/examples/merge/merge.cpp +++ b/examples/merge/merge.cpp @@ -11,93 +11,6 @@ #include -int32_t merge( - const std::string & fname_inp1, - const std::vector scale1, - const std::string & fname_inp2, - const std::vector scale2, - const int n_layers, - const std::string & fname_out) { -#if defined(__linux__) || defined(_WIN32) - constexpr bool use_mmap = true; -#else - constexpr bool use_mmap = false; -#endif - - llama_model_loader ml(fname_inp1, use_mmap, NULL); - ml.init_mapping(false); // no prefetching? - - llama_model model; - llm_load_arch(ml, model); - llm_load_hparams(ml, model); - - struct gguf_context * ctx_out = gguf_init_empty(); - // copy the KV pairs from the input file - gguf_set_kv(ctx_out, ml.ctx_gguf); - - // populate the original tensors so we get an initial meta data - for (int i = 0; i < ml.n_tensors; ++i) { - struct ggml_tensor * meta = ml.get_tensor_meta(i); - gguf_add_tensor(ctx_out, meta); - } - - std::ofstream fout(fname_out, std::ios::binary); - fout.exceptions(std::ofstream::failbit); // fail fast on write errors - - const size_t meta_size = gguf_get_meta_size(ctx_out); - - LLAMA_LOG_INFO("%s: meta size = %zu bytes\n", __func__, meta_size); - - // placeholder for the meta data - ::zeros(fout, meta_size); - - std::vector> read_data; - - for (int i = 0; i < ml.n_tensors; ++i) { - struct ggml_tensor * tensor = ml.get_tensor_meta(i); - - const std::string name = ggml_get_name(tensor); - - if (!ml.use_mmap) { - if (read_data.size() < ggml_nbytes(tensor)) { - read_data.resize(ggml_nbytes(tensor)); - } - tensor->data = read_data.data(); - } - ml.load_data_for(tensor); - - size_t new_size = ggml_nbytes(tensor); - void * new_data = tensor->data; - - LLAMA_LOG_INFO("[%4d/%4d] %36s - [%s], type = %6s, ", - ++idx, ml.n_tensors, - ggml_get_name(tensor), - llama_format_tensor_shape(tensor).c_str(), - ggml_type_name(tensor->type)); - - // update the gguf meta data as we go - gguf_set_tensor_type(ctx_out, name.c_str(), new_type); - gguf_set_tensor_data(ctx_out, name.c_str(), new_data, new_size); - - // write tensor data + padding - fout.write((const char *) new_data, new_size); - zeros(fout, GGML_PAD(new_size, GGUF_DEFAULT_ALIGNMENT) - new_size); - } - - // go back to beginning of file and write the updated meta data - { - fout.seekp(0); - std::vector data(gguf_get_meta_size(ctx_out)); - gguf_get_meta_data(ctx_out, data.data()); - fout.write((const char *) data.data(), data.size()); - } - - fout.close(); - - gguf_free(ctx_out); -} - - // usage: // ./merge ./path/model_1 LAYERS_1 ./path/model_2 LAYERS_2 // @@ -113,6 +26,18 @@ static void usage(const char * executable) { int main(int argc, char ** argv) { llama_backend_init(); llama_model_params model_params = llama_model_default_params(); - llama_model * model = llama_load_model_from_file(params.model.c_str(), model_params); + std::vector configs; + for (int i = 0; i < 100; i++) { + struct llama_merge_config conf{i, 0.0, 0.0}; + configs.push_back(conf); + } + llama_merge_models( + "", + "", + configs.data(), + 100, + "/tmp/dolphin-test-merge.gguf" + ); + std::cout << "done\n"; llama_backend_free(); } \ No newline at end of file diff --git a/llama.cpp b/llama.cpp index 37477e6ef3c44..16aaffdee4936 100644 --- a/llama.cpp +++ b/llama.cpp @@ -11043,6 +11043,188 @@ static void llama_model_quantize_internal(const std::string & fname_inp, const s } } +static int32_t llama_merge_models_internal( + const std::string & fname_inp1, + const std::string & fname_inp2, + const std::vector & configs, + const std::string & fname_out) +{ +#if defined(__linux__) || defined(_WIN32) + constexpr bool use_mmap = true; +#else + constexpr bool use_mmap = false; +#endif + + llama_model model1; + llama_model model2; + llama_model_loader ml1(fname_inp1, use_mmap, NULL); + llama_model_loader ml2(fname_inp2, use_mmap, NULL); + + auto load_model = [](llama_model_loader & ml, llama_model & model) { + ml.init_mapping(false); + llm_load_arch(ml, model); + llm_load_hparams(ml, model); + }; + load_model(ml1, model1); + load_model(ml2, model2); + + if (model1.hparams != model2.hparams) { + LLAMA_LOG_ERROR("hparams of two models are different, aborting..."); + return -1; + } + + struct gguf_context * ctx_out = gguf_init_empty(); + std::ofstream fout(fname_out, std::ios::binary); + fout.exceptions(std::ofstream::failbit); // fail fast on write errors + + { + // copy the KV pairs from the input file + gguf_set_kv(ctx_out, ml1.ctx_gguf); + + // populate the original tensors so we get an initial meta data + for (int i = 0; i < ml1.n_tensors; ++i) { + struct ggml_tensor * meta = ml1.get_tensor_meta(i); + gguf_add_tensor(ctx_out, meta); + } + + const size_t meta_size = gguf_get_meta_size(ctx_out); + + LLAMA_LOG_INFO("%s: meta size = %zu bytes\n", __func__, meta_size); + + // placeholder for the meta data + ::zeros(fout, meta_size); + } + + auto read_tensor_data = [&](struct ggml_tensor * tensor, llama_model_loader & ml, std::vector> & buf) -> size_t { + if (!ml.use_mmap) { + if (buf.size() < ggml_nbytes(tensor)) { + buf.resize(ggml_nbytes(tensor)); + } + tensor->data = buf.data(); + } + ml.load_data_for(tensor); + return ggml_nbytes(tensor); + }; + + // map tensor name to its index for ml2 + std::unordered_map ml2_name_to_idx; + for (int i = 0; i < ml2.n_tensors; ++i) { + struct ggml_tensor * tensor = ml1.get_tensor_meta(i); + const std::string name = ggml_get_name(tensor); + ml2_name_to_idx[name] = i; + } + + auto get_config_for_layer = [&](int i_layer) -> const struct llama_merge_config* { + for (auto & conf : configs) { + if (conf->i_layer == i_layer) { + return conf; + } + } + LLAMA_LOG_ERROR("Cannot find llama_merge_config for i_layer=%d\n", i_layer); + return nullptr; + }; + + // process layers + for (int i = 0; i < ml1.n_tensors; ++i) { + struct ggml_init_params params = { + /*.mem_size =*/ 1000u*ggml_tensor_overhead(), + /*.mem_buffer =*/ NULL, + /*.no_alloc =*/ true, + }; + ggml_context * ctx_ggml = ggml_init(params); + + struct ggml_tensor * tensor1 = ml1.get_tensor_meta(i); + std::vector> buf1; + const std::string name = ggml_get_name(tensor1); + const size_t tensor_size = ggml_nbytes(tensor1); + + int idx_ml2 = ml2_name_to_idx[name]; + std::vector> buf2; + struct ggml_tensor * tensor2 = ml2.get_tensor_meta(idx_ml2); + + struct ggml_tensor * result; + + if (llama_format_tensor_shape(tensor1) != llama_format_tensor_shape(tensor2)) { + LLAMA_LOG_ERROR("Tensor shapes are different\n"); + } + + int i_layer; + if (sscanf(name.c_str(), "blk.%d.", &i_layer) != 1) { + // non-layer, simply copy + read_tensor_data(tensor1, ml1, buf1); + result = tensor1; // no change + } else { + LLAMA_LOG_INFO("i_layer %d\n", i_layer); + read_tensor_data(tensor1, ml1, buf1); + read_tensor_data(tensor2, ml2, buf2); + auto conf = get_config_for_layer(i_layer); + struct ggml_cgraph * gf = ggml_new_graph(ctx_ggml); + struct ggml_tensor * t1 = ggml_dup_tensor(ctx_ggml, tensor1); + struct ggml_tensor * t2 = ggml_dup_tensor(ctx_ggml, tensor2); + t1 = ggml_cpy(ctx_ggml, tensor1, t1); + t2 = ggml_cpy(ctx_ggml, tensor2, t2); + t1 = ggml_scale(ctx_ggml, t1, conf->scale1); + t2 = ggml_scale(ctx_ggml, t2, conf->scale2); + result = ggml_add(ctx_ggml, t1, t2); + ggml_build_forward_expand(gf, result); + ggml_graph_dump_dot(gf, NULL, "/tmp/___cgraph.txt"); + ggml_graph_compute_with_ctx(ctx_ggml, gf, 1); + } + + LLAMA_LOG_INFO("i_layer %d ===\n", i_layer); + + LLAMA_LOG_INFO("[%4d/%4d] %36s - [%s], type = %6s\n", + i + 1, ml1.n_tensors, + ggml_get_name(result), + llama_format_tensor_shape(result).c_str(), + ggml_type_name(result->type)); + + //std::vector> tensor_data(tensor_size); + //ggml_backend_tensor_get(tensor1, tensor_data.data(), 0, tensor_size); + + // write tensor data + padding + const char * buf = (const char *) result->data; + printf("%d %d\n", buf[0], buf[1]); + fout.write((const char *) result->data, tensor_size); + zeros(fout, GGML_PAD(tensor_size, GGUF_DEFAULT_ALIGNMENT) - tensor_size); + ggml_free(ctx_ggml); + + if (i > 3) break; + } + + // go back to beginning of file and write the updated meta data + { + fout.seekp(0); + std::vector data(gguf_get_meta_size(ctx_out)); + gguf_get_meta_data(ctx_out, data.data()); + fout.write((const char *) data.data(), data.size()); + } + + fout.close(); + + gguf_free(ctx_out); + return 0; +} + +int32_t llama_merge_models( + const char * fname_inp1, + const char * fname_inp2, + const struct llama_merge_config * configs, + const int n_configs, + const char * fname_out) +{ + std::vector v_configs(n_configs); + for (int i = 0; i < n_configs; i++) { + v_configs[i] = &configs[i]; + } + return llama_merge_models_internal( + fname_inp1, + fname_inp2, + v_configs, + fname_out + ); +} + static int llama_apply_lora_from_file_internal( const struct llama_model & model, const char * path_lora, float scale, const char * path_base_model, int n_threads ) { diff --git a/llama.h b/llama.h index 84f196b3bb625..3ab54a19a0ebb 100644 --- a/llama.h +++ b/llama.h @@ -312,6 +312,13 @@ extern "C" { const char * content; } llama_chat_message; + struct llama_merge_config { + const int i_layer; + const float scale1; + const float scale2; + // TODO add support for embeding and output layers + }; + // Helpers for getting default parameters LLAMA_API struct llama_model_params llama_model_default_params(void); LLAMA_API struct llama_context_params llama_context_default_params(void); @@ -401,6 +408,13 @@ extern "C" { const char * fname_out, const llama_model_quantize_params * params); + LLAMA_API int32_t llama_merge_models( + const char * fname_inp1, + const char * fname_inp2, + const struct llama_merge_config * configs, + const int n_configs, + const char * fname_out); + // Apply a LoRA adapter to a loaded model // path_base_model is the path to a higher quality model to use as a base for // the layers modified by the adapter. 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examples/merge/merge.cpp | 101 ++++++++++++++++++++++++++++++++++----- llama.cpp | 67 ++++++++++++-------------- merge | Bin 1273424 -> 0 bytes 4 files changed, 119 insertions(+), 50 deletions(-) delete mode 100755 merge diff --git a/.gitignore b/.gitignore index 62b6b8b1ab250..b485665da3dc4 100644 --- a/.gitignore +++ b/.gitignore @@ -72,6 +72,7 @@ models-mnt /train-text-from-scratch /tokenize /vdot +/merge /common/build-info.cpp arm_neon.h compile_commands.json diff --git a/examples/merge/merge.cpp b/examples/merge/merge.cpp index b1ecc123c9f08..593f2032b3903 100644 --- a/examples/merge/merge.cpp +++ b/examples/merge/merge.cpp @@ -12,32 +12,107 @@ // usage: -// ./merge ./path/model_1 LAYERS_1 ./path/model_2 LAYERS_2 +// ./merge ./path/model_1 CONFIG1 ./path/model_2 CONFIG2 // [[noreturn]] static void usage(const char * executable) { - printf("usage: %s ./path/model_1 LAYERS_1 ./path/model_2 LAYERS_2\n\n", executable); - printf(" LAYERS must be in format: p0-p1,p2-p3,p4,... Example: 0-5,7,8-12\n"); - //printf(" Optionally, you can specify the scaling for a range of layers, for example: 0-5*0.5,6-7*1\n"); - printf(" The embedding layer of the first model will be used"); + printf("usage: %s ./path/model_1 CONFIG1 ./path/model_2 CONFIG2\n\n", executable); + printf(" CONFIG must be in format: p0-p1,p2-p3,p4,... Example: 0-5,7,8-12\n"); + printf(" Optionally, you can specify the scaling for a range of layers, for example: 0-5*0.5,6-7*1. By default, scale will be 0.5. The number of layer start counting from 0.\n"); + printf(" The embedding layer of the first model will be used\n"); + printf(" NOTE: currently, only F16 model type is supported\n"); exit(1); } +inline std::vector str_split(std::string str, const std::string & delimiter) { + size_t pos = 0; + std::string token; + std::vector output; + while ((pos = str.find(delimiter)) != std::string::npos) { + token = str.substr(0, pos); + output.push_back(token); + str.erase(0, pos + delimiter.length()); + } + output.push_back(str); // the rest + return output; +} + +static std::vector parse_config(std::string & input) { + std::vector configs; + auto intervals = str_split(input, ","); + for (auto & interval : intervals) { + auto components = str_split(interval, "*"); + if (components.empty()) { + throw std::runtime_error("Config is incorrect"); + } + float scale = components.size() == 2 + ? std::stof(components[1]) + : 0.5; // be default + auto p0p1 = str_split(components[0], "-"); + if (p0p1.empty()) { + throw std::runtime_error("Layer interval is invalid"); + } + int p0 = std::stoi(p0p1[0]); + int p1 = p0p1.size() == 2 ? std::stoi(p0p1[1]) : p0; + if (p0 > p1) { + throw std::runtime_error("Layer interval is invalid, the end layer number is bigger and start layer number (p0 > p1)"); + } + for (int i = p0; i <= p1; i++) { + struct llama_merge_config conf{i, scale, scale}; + configs.push_back(conf); + } + // TODO: maybe check for overlap intervals? + } + return configs; +} + int main(int argc, char ** argv) { llama_backend_init(); - llama_model_params model_params = llama_model_default_params(); + + if (argc < 6) { + usage(argv[0]); + } + + std::string fname_model1(argv[1]); + std::string config_model1(argv[2]); + std::string fname_model2(argv[3]); + std::string config_model2(argv[4]); + std::string fname_output(argv[5]); + + // TODO: add try catch + auto configs1 = parse_config(config_model1); + auto configs2 = parse_config(config_model2); std::vector configs; - for (int i = 0; i < 100; i++) { - struct llama_merge_config conf{i, 0.0, 0.0}; + + if (configs1.size() != configs2.size()) { + fprintf(stderr, "Number of layers between 2 configs does not match, config1 has %ld layers and config2 has %ld layers\n", configs1.size(), configs2.size()); + } + + // merge 2 configs + printf("Merge configs:\n"); + for (auto c1 : configs1) { + float scale2 = -1; + for (auto c2 : configs2) { + if (c2.i_layer == c1.i_layer) { + scale2 = c2.scale2; + } + } + if (scale2 < 0) { + fprintf(stderr, "Cannot find config for layer %d in CONFIG2\n", c1.i_layer); + exit(1); + } + struct llama_merge_config conf{c1.i_layer, c1.scale1, scale2}; configs.push_back(conf); + + printf(" Layer %d: scale1 = %f, scale2 = %f\n", conf.i_layer, conf.scale1, conf.scale2); } + llama_merge_models( - "", - "", + fname_model1.c_str(), + fname_model2.c_str(), configs.data(), - 100, - "/tmp/dolphin-test-merge.gguf" + configs.size(), + fname_output.c_str() ); - std::cout << "done\n"; llama_backend_free(); } \ No newline at end of file diff --git a/llama.cpp b/llama.cpp index 16aaffdee4936..cf09416ea3cbf 100644 --- a/llama.cpp +++ b/llama.cpp @@ -11126,13 +11126,6 @@ static int32_t llama_merge_models_internal( // process layers for (int i = 0; i < ml1.n_tensors; ++i) { - struct ggml_init_params params = { - /*.mem_size =*/ 1000u*ggml_tensor_overhead(), - /*.mem_buffer =*/ NULL, - /*.no_alloc =*/ true, - }; - ggml_context * ctx_ggml = ggml_init(params); - struct ggml_tensor * tensor1 = ml1.get_tensor_meta(i); std::vector> buf1; const std::string name = ggml_get_name(tensor1); @@ -11142,54 +11135,54 @@ static int32_t llama_merge_models_internal( std::vector> buf2; struct ggml_tensor * tensor2 = ml2.get_tensor_meta(idx_ml2); - struct ggml_tensor * result; + // GGML_TYPE_F16 + std::vector> result(tensor_size); if (llama_format_tensor_shape(tensor1) != llama_format_tensor_shape(tensor2)) { LLAMA_LOG_ERROR("Tensor shapes are different\n"); + return -1; } - int i_layer; + int i_layer = -1; if (sscanf(name.c_str(), "blk.%d.", &i_layer) != 1) { // non-layer, simply copy read_tensor_data(tensor1, ml1, buf1); - result = tensor1; // no change + memcpy(result.data(), tensor1->data, tensor_size); } else { - LLAMA_LOG_INFO("i_layer %d\n", i_layer); + auto conf = get_config_for_layer(i_layer); read_tensor_data(tensor1, ml1, buf1); read_tensor_data(tensor2, ml2, buf2); - auto conf = get_config_for_layer(i_layer); - struct ggml_cgraph * gf = ggml_new_graph(ctx_ggml); - struct ggml_tensor * t1 = ggml_dup_tensor(ctx_ggml, tensor1); - struct ggml_tensor * t2 = ggml_dup_tensor(ctx_ggml, tensor2); - t1 = ggml_cpy(ctx_ggml, tensor1, t1); - t2 = ggml_cpy(ctx_ggml, tensor2, t2); - t1 = ggml_scale(ctx_ggml, t1, conf->scale1); - t2 = ggml_scale(ctx_ggml, t2, conf->scale2); - result = ggml_add(ctx_ggml, t1, t2); - ggml_build_forward_expand(gf, result); - ggml_graph_dump_dot(gf, NULL, "/tmp/___cgraph.txt"); - ggml_graph_compute_with_ctx(ctx_ggml, gf, 1); + LLAMA_LOG_INFO("Merge layer %d with scale1 = %f, scale2 = %f\n", i_layer, conf->scale1, conf->scale2); + + if (tensor1->type == GGML_TYPE_F16 && tensor2->type == GGML_TYPE_F16) { + for (size_t i = 0; i < result.size() / sizeof(float); i++) { + float * t1 = (float *) tensor1->data; + float * t2 = (float *) tensor2->data; + float * dest = (float *) result.data(); + dest[i] = t1[i] * conf->scale1 + t2[i] * conf->scale2; + } + } else if (tensor1->type == GGML_TYPE_F32 && tensor2->type == GGML_TYPE_F32) { + for (size_t i = 0; i < result.size() / sizeof(double); i++) { + double * t1 = (double *) tensor1->data; + double * t2 = (double *) tensor2->data; + double * dest = (double *) result.data(); + dest[i] = t1[i] * conf->scale1 + t2[i] * conf->scale2; + } + } else { + LLAMA_LOG_ERROR("Only GGML_TYPE_F16 or GGML_TYPE_F32 is supported, current type = %s\n", ggml_type_name(tensor1->type)); + return -1; + } } - LLAMA_LOG_INFO("i_layer %d ===\n", i_layer); - LLAMA_LOG_INFO("[%4d/%4d] %36s - [%s], type = %6s\n", i + 1, ml1.n_tensors, - ggml_get_name(result), - llama_format_tensor_shape(result).c_str(), - ggml_type_name(result->type)); - - //std::vector> tensor_data(tensor_size); - //ggml_backend_tensor_get(tensor1, tensor_data.data(), 0, tensor_size); + ggml_get_name(tensor1), + llama_format_tensor_shape(tensor1).c_str(), + ggml_type_name(tensor1->type)); // write tensor data + padding - const char * buf = (const char *) result->data; - printf("%d %d\n", buf[0], buf[1]); - fout.write((const char *) result->data, tensor_size); + fout.write((const char *) result.data(), tensor_size); zeros(fout, GGML_PAD(tensor_size, GGUF_DEFAULT_ALIGNMENT) - tensor_size); - ggml_free(ctx_ggml); - - if (i > 3) break; } // go back to beginning of file and write the updated meta data diff --git a/merge b/merge deleted file mode 100755 index 3ec40a9337a9b7bfba6b492d4b15987a3912d62d..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1273424 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examples/merge/merge.cpp | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/merge/merge.cpp b/examples/merge/merge.cpp index 593f2032b3903..1cb0f6f569200 100644 --- a/examples/merge/merge.cpp +++ b/examples/merge/merge.cpp @@ -16,7 +16,7 @@ // [[noreturn]] static void usage(const char * executable) { - printf("usage: %s ./path/model_1 CONFIG1 ./path/model_2 CONFIG2\n\n", executable); + printf("usage: %s ./path/model_1 CONFIG1 ./path/model_2 CONFIG2 ./path/output\n\n", executable); printf(" CONFIG must be in format: p0-p1,p2-p3,p4,... Example: 0-5,7,8-12\n"); printf(" Optionally, you can specify the scaling for a range of layers, for example: 0-5*0.5,6-7*1. By default, scale will be 0.5. The number of layer start counting from 0.\n"); printf(" The embedding layer of the first model will be used\n"); From f50bf00c022713238a173671d62129833d6eac9c Mon Sep 17 00:00:00 2001 From: ngxson Date: Wed, 28 Feb 2024 10:54:46 +0100 Subject: [PATCH 05/16] fix type --- llama.cpp | 17 ++++++++++------- 1 file changed, 10 insertions(+), 7 deletions(-) diff --git a/llama.cpp b/llama.cpp index cf09416ea3cbf..d3fcb6fb3671b 100644 --- a/llama.cpp +++ b/llama.cpp @@ -11156,16 +11156,19 @@ static int32_t llama_merge_models_internal( if (tensor1->type == GGML_TYPE_F16 && tensor2->type == GGML_TYPE_F16) { for (size_t i = 0; i < result.size() / sizeof(float); i++) { - float * t1 = (float *) tensor1->data; - float * t2 = (float *) tensor2->data; - float * dest = (float *) result.data(); - dest[i] = t1[i] * conf->scale1 + t2[i] * conf->scale2; + ggml_fp16_t * t1 = (ggml_fp16_t *) tensor1->data; + ggml_fp16_t * t2 = (ggml_fp16_t *) tensor2->data; + ggml_fp16_t * dest = (ggml_fp16_t *) result.data(); + float dequant1 = ggml_fp16_to_fp32(t1[i]); + float dequant2 = ggml_fp16_to_fp32(t2[2]); + float res = dequant1 * conf->scale1 + dequant2 * conf->scale2; + dest[i] = ggml_fp32_to_fp16(res); } } else if (tensor1->type == GGML_TYPE_F32 && tensor2->type == GGML_TYPE_F32) { for (size_t i = 0; i < result.size() / sizeof(double); i++) { - double * t1 = (double *) tensor1->data; - double * t2 = (double *) tensor2->data; - double * dest = (double *) result.data(); + float * t1 = (float *) tensor1->data; + float * t2 = (float *) tensor2->data; + float * dest = (float *) result.data(); dest[i] = t1[i] * conf->scale1 + t2[i] * conf->scale2; } } else { From 3e6e3668c94edbff2e4b9a023e2eb0d964e7ea20 Mon Sep 17 00:00:00 2001 From: ngxson Date: Fri, 1 Mar 2024 14:47:00 +0100 Subject: [PATCH 06/16] merge: new input format --- examples/merge/merge.cpp | 187 +++++++++++++++---------- llama.cpp | 287 +++++++++++++++++++++++---------------- llama.h | 21 +-- 3 files changed, 297 insertions(+), 198 deletions(-) diff --git a/examples/merge/merge.cpp b/examples/merge/merge.cpp index 1cb0f6f569200..024ae56923bd9 100644 --- a/examples/merge/merge.cpp +++ b/examples/merge/merge.cpp @@ -10,18 +10,36 @@ #include #include - -// usage: -// ./merge ./path/model_1 CONFIG1 ./path/model_2 CONFIG2 -// [[noreturn]] -static void usage(const char * executable) { - printf("usage: %s ./path/model_1 CONFIG1 ./path/model_2 CONFIG2 ./path/output\n\n", executable); - printf(" CONFIG must be in format: p0-p1,p2-p3,p4,... Example: 0-5,7,8-12\n"); - printf(" Optionally, you can specify the scaling for a range of layers, for example: 0-5*0.5,6-7*1. By default, scale will be 0.5. The number of layer start counting from 0.\n"); - printf(" The embedding layer of the first model will be used\n"); - printf(" NOTE: currently, only F16 model type is supported\n"); - exit(1); +static void usage(const char * executable, int exit_code) { + printf("usage: %s -c CONFIG_FILE -o OUTPUT_FILE -m MODEL_PATH -m MODEL_PATH ...\n\n", executable); + printf("\n"); + printf("Merging 2 models and change layers configuration.\n"); + printf("Merge config format is CSV, without header, one line represents one layer of the output model, columns in the order below:\n"); + printf("- Model A layer\n"); + printf("- Model A scale\n"); + printf("- Model B layer\n"); + printf("- Model B scale\n"); + printf("- ...\n"); + printf("\n"); + printf("For example:\n"); + printf("0,1.0,0,0.0 meaning: output layer 0 = A[0]*1.0 + B[0] * 0.0\n"); + printf("0,1.0,0,0.0 meaning: output layer 1 = A[0]*1.0 + B[0] * 0.0\n"); + printf("1,0.0,2,0.0 meaning: output layer 2 = A[1]*0.0 + B[2] * 0.0\n"); + printf("2,0.5,1,0.5 meaning: output layer 3 = A[2]*0.5 + B[1] * 0.5\n"); + printf("\n"); + printf("NOTE:\n"); + printf("- The embedding layer of the first model will be used\n"); + printf("- Currently, only F16 model type is supported\n"); + printf("\n"); + printf("Options:\n"); + printf(" -h, --help Show this help message and exit\n"); + printf(" -c, --config CONFIG_FILE Path to config file (CSV format)\n"); + printf(" -m, --model MODEL_PATH Path to model. This option can be repeated multiple times and must be specified in the right order.\n"); + printf(" -o, --output OUTPUT_FILE Path to the output model\n"); + printf("\n"); + printf("Example: ./merge -c config.csv -o output.gguf -m model_a.gguf -m model_b.gguf\n"); + exit(exit_code); } inline std::vector str_split(std::string str, const std::string & delimiter) { @@ -37,82 +55,101 @@ inline std::vector str_split(std::string str, const std::string & d return output; } -static std::vector parse_config(std::string & input) { - std::vector configs; - auto intervals = str_split(input, ","); - for (auto & interval : intervals) { - auto components = str_split(interval, "*"); - if (components.empty()) { - throw std::runtime_error("Config is incorrect"); - } - float scale = components.size() == 2 - ? std::stof(components[1]) - : 0.5; // be default - auto p0p1 = str_split(components[0], "-"); - if (p0p1.empty()) { - throw std::runtime_error("Layer interval is invalid"); - } - int p0 = std::stoi(p0p1[0]); - int p1 = p0p1.size() == 2 ? std::stoi(p0p1[1]) : p0; - if (p0 > p1) { - throw std::runtime_error("Layer interval is invalid, the end layer number is bigger and start layer number (p0 > p1)"); +static std::vector parse_config(std::string & config_path, size_t n_models, std::vector & buf_srcs, std::vector & buf_scales) { + // read file + std::ifstream file(config_path); + if (!file.is_open()) { + throw std::runtime_error("Unable to open file merge config file"); + } + std::ostringstream content; + content << file.rdbuf(); // Read the entire file into the stringstream + file.close(); + + // allocate memory + auto lines = str_split(content.str(), "\n"); + buf_srcs.resize(lines.size()*n_models); + buf_scales.resize(lines.size()*n_models); + + // process line by line, one line is one layer + std::vector layers; + for (size_t i_layer = 0; i_layer < lines.size(); i_layer++) { + auto columns = str_split(lines[i_layer], ","); + if (columns.size() != n_models*2) { + std::stringstream ss; + ss << "error: line " << i_layer+1 << " is malformed. Expect to have exactly " << n_models*2 << " columns, but got " << columns.size() << " columns"; + throw std::runtime_error(ss.str()); } - for (int i = p0; i <= p1; i++) { - struct llama_merge_config conf{i, scale, scale}; - configs.push_back(conf); + int * srcs = buf_srcs.data() + i_layer*n_models; + float * scales = buf_scales.data() + i_layer*n_models; + for (size_t i_model = 0; i_model < n_models; i_model++) { + srcs[i_model] = std::stoi(columns[i_model*2]); + scales[i_model] = std::stof(columns[i_model*2 + 1]); } - // TODO: maybe check for overlap intervals? + layers.push_back(llama_merge_layer{srcs, scales}); } - return configs; + return layers; } int main(int argc, char ** argv) { - llama_backend_init(); + bool invalid_param = false; + std::string config_path; + std::vector model_paths; + std::string output_path; - if (argc < 6) { - usage(argv[0]); + std::string arg; + for (int i = 1; i < argc; i++) { + arg = argv[i]; + if (arg == "-h" || arg == "--help") { + usage(argv[0], 0); + } else if (arg == "-c" || arg == "--config") { + if (++i >= argc) { + invalid_param = true; + break; + } + config_path = argv[i]; + } else if (arg == "-m" || arg == "--model") { + if (++i >= argc) { + invalid_param = true; + break; + } + model_paths.push_back(argv[i]); + } else if (arg == "-o" || arg == "--output") { + if (++i >= argc) { + invalid_param = true; + break; + } + output_path = argv[i]; + } } - std::string fname_model1(argv[1]); - std::string config_model1(argv[2]); - std::string fname_model2(argv[3]); - std::string config_model2(argv[4]); - std::string fname_output(argv[5]); - - // TODO: add try catch - auto configs1 = parse_config(config_model1); - auto configs2 = parse_config(config_model2); - std::vector configs; - - if (configs1.size() != configs2.size()) { - fprintf(stderr, "Number of layers between 2 configs does not match, config1 has %ld layers and config2 has %ld layers\n", configs1.size(), configs2.size()); + if (invalid_param) { + throw std::invalid_argument("error: invalid parameter for argument: " + arg); + } else if (config_path.empty()) { + throw std::invalid_argument("error: missing config path"); + } else if (model_paths.size() < 2) { + throw std::invalid_argument("error: require at least 2 models"); + } else if (output_path.empty()) { + throw std::invalid_argument("error: missing output path"); } - // merge 2 configs - printf("Merge configs:\n"); - for (auto c1 : configs1) { - float scale2 = -1; - for (auto c2 : configs2) { - if (c2.i_layer == c1.i_layer) { - scale2 = c2.scale2; - } - } - if (scale2 < 0) { - fprintf(stderr, "Cannot find config for layer %d in CONFIG2\n", c1.i_layer); - exit(1); - } - struct llama_merge_config conf{c1.i_layer, c1.scale1, scale2}; - configs.push_back(conf); + // buffers to hold allocated data + std::vector buf_srcs; + std::vector buf_scales; - printf(" Layer %d: scale1 = %f, scale2 = %f\n", conf.i_layer, conf.scale1, conf.scale2); + auto layers = parse_config(config_path, model_paths.size(), buf_srcs, buf_scales); + std::vector p_model_paths; + for (auto & m : model_paths) { + p_model_paths.push_back(m.data()); } + const struct llama_merge_config config{ + p_model_paths.data(), + p_model_paths.size(), + layers.data(), + layers.size(), + output_path.data(), + }; + + llama_merge_models(&config); - llama_merge_models( - fname_model1.c_str(), - fname_model2.c_str(), - configs.data(), - configs.size(), - fname_output.c_str() - ); - llama_backend_free(); + return 0; } \ No newline at end of file diff --git a/llama.cpp b/llama.cpp index 382abf9a2e7be..f48cc6935a22d 100644 --- a/llama.cpp +++ b/llama.cpp @@ -11309,11 +11309,7 @@ static void llama_model_quantize_internal(const std::string & fname_inp, const s } } -static int32_t llama_merge_models_internal( - const std::string & fname_inp1, - const std::string & fname_inp2, - const std::vector & configs, - const std::string & fname_out) +int32_t llama_merge_models(const struct llama_merge_config * config) { #if defined(__linux__) || defined(_WIN32) constexpr bool use_mmap = true; @@ -11321,36 +11317,102 @@ static int32_t llama_merge_models_internal( constexpr bool use_mmap = false; #endif - llama_model model1; - llama_model model2; - llama_model_loader ml1(fname_inp1, use_mmap, NULL); - llama_model_loader ml2(fname_inp2, use_mmap, NULL); + // std::move doesn't work with llama_model and llama_model_loader, why? + std::vector> models; + std::vector> mls; + std::vector> buf_in; + std::vector> buf_out; + std::set ref_names; // list of ref_name per layer + int max_input_layers = 0; // number of layers that the input model has + std::vector output_tensors; - auto load_model = [](llama_model_loader & ml, llama_model & model) { - ml.init_mapping(false); - llm_load_arch(ml, model); - llm_load_hparams(ml, model); + // output file + struct gguf_context * ctx_out = gguf_init_empty(); + std::ofstream fout(config->output_path, std::ios::binary); + fout.exceptions(std::ofstream::failbit); // fail fast on write errors + + // get layer index from tensor name, for example "blk.x.attn_norm.weight" + // returns -1 if it is non-layer + auto get_i_layer = [&](std::string tensor_name) -> int { + int i_layer = -1; + return sscanf(tensor_name.c_str(), "blk.%d.", &i_layer) == 1 ? i_layer : -1; }; - load_model(ml1, model1); - load_model(ml2, model2); - if (model1.hparams != model2.hparams) { - LLAMA_LOG_ERROR("hparams of two models are different, aborting..."); - return -1; + // get new tensor name by i_layer and ref_name, for example "blk.x.attn_norm.weight" + auto get_name = [&](int i_layer, std::string ref_name) -> std::string { + ref_name.erase(0, ref_name.find(".", 4)); // delete the "blk.x" part + std::stringstream ss; + ss << "blk." << i_layer << ref_name; + return ss.str(); + }; + + // remember to call before exit + auto clean_up = [&]() { + fout.close(); + for (auto & tensor : output_tensors) { + free(tensor); + } + gguf_free(ctx_out); + }; + + // load the input models + for (size_t i = 0; i < config->n_models; i++) { + auto model = std::unique_ptr(new llama_model()); + auto ml = std::unique_ptr(new llama_model_loader(config->model_paths[i], use_mmap, NULL)); + ml->init_mapping(false); + llm_load_arch(*ml, *model); + llm_load_hparams(*ml, *model); + + if (i > 0 && models[i-1]->hparams != model->hparams) { + LLAMA_LOG_ERROR("hparams of input models are different, aborting..."); + clean_up(); + return -1; + } + + models.push_back(std::move(model)); + mls.push_back(std::move(ml)); } - struct gguf_context * ctx_out = gguf_init_empty(); - std::ofstream fout(fname_out, std::ios::binary); - fout.exceptions(std::ofstream::failbit); // fail fast on write errors - + // construct metadata { // copy the KV pairs from the input file - gguf_set_kv(ctx_out, ml1.ctx_gguf); + gguf_set_kv(ctx_out, mls[0]->ctx_gguf); + + // correct layer count for output model + // TODO: is this key "llama.block_count" this the same for all architectures? + gguf_set_val_u32(ctx_out, "llama.block_count", config->n_layers); - // populate the original tensors so we get an initial meta data - for (int i = 0; i < ml1.n_tensors; ++i) { - struct ggml_tensor * meta = ml1.get_tensor_meta(i); - gguf_add_tensor(ctx_out, meta); + // read input layers + for (int i = 0; i < mls[0]->n_tensors; i++) { + struct ggml_tensor * meta = mls[0]->get_tensor_meta(i); + int i_layer = get_i_layer(ggml_get_name(meta)); + if (i_layer < 0) { + // populate data for non-layers tensor + struct ggml_tensor * out_tensor = (struct ggml_tensor *) malloc(GGML_TENSOR_SIZE); + memcpy(out_tensor, meta, GGML_TENSOR_SIZE); // copy metadata (shape, type,...) + gguf_add_tensor(ctx_out, out_tensor); + output_tensors.push_back(out_tensor); + } else { + max_input_layers = std::max(i_layer, max_input_layers); + if (i_layer == 0) { + // only extract names of one layer, assuming all layers have the same structure + ref_names.insert(ggml_get_name(meta)); + } + } + } + + // populate layers metadata for output model + for (size_t i_layer = 0; i_layer < config->n_layers; i_layer++) { + for (auto & ref_name : ref_names) { + // create new tensor, because new model may have more tensors than input model + struct ggml_tensor * out_tensor = (struct ggml_tensor *) malloc(GGML_TENSOR_SIZE); + struct ggml_tensor * ref_tensor = mls[0]->get_tensor_meta(ref_name.c_str()); // get ref tensor from layer 0 + memcpy(out_tensor, ref_tensor, GGML_TENSOR_SIZE); // copy metadata (shape, type,...) + ggml_set_name(out_tensor, get_name(i_layer, ref_name).c_str()); // set the correct name (with correct i_layer) + output_tensors.push_back(out_tensor); + gguf_add_tensor(ctx_out, out_tensor); + LLAMA_LOG_INFO("%s\n", ggml_get_name(out_tensor)); + } } const size_t meta_size = gguf_get_meta_size(ctx_out); @@ -11361,6 +11423,7 @@ static int32_t llama_merge_models_internal( ::zeros(fout, meta_size); } + // load tensor data into buffer auto read_tensor_data = [&](struct ggml_tensor * tensor, llama_model_loader & ml, std::vector> & buf) -> size_t { if (!ml.use_mmap) { if (buf.size() < ggml_nbytes(tensor)) { @@ -11372,86 +11435,103 @@ static int32_t llama_merge_models_internal( return ggml_nbytes(tensor); }; - // map tensor name to its index for ml2 - std::unordered_map ml2_name_to_idx; - for (int i = 0; i < ml2.n_tensors; ++i) { - struct ggml_tensor * tensor = ml1.get_tensor_meta(i); - const std::string name = ggml_get_name(tensor); - ml2_name_to_idx[name] = i; - } - - auto get_config_for_layer = [&](int i_layer) -> const struct llama_merge_config* { - for (auto & conf : configs) { - if (conf->i_layer == i_layer) { - return conf; + // TODO: maybe we should use ggml_add and ggml_scale? and how? + auto calc_output_tensor = [&](enum ggml_type type, std::vector> & in_buf, float scale, std::vector> & out_buf) { + GGML_ASSERT(in_buf.size() == out_buf.size()); + if (type == GGML_TYPE_F16) { + GGML_ASSERT(in_buf.size() % sizeof(ggml_fp16_t) == 0); + for (size_t i = 0; i < in_buf.size() / sizeof(ggml_fp16_t); i++) { + ggml_fp16_t * in = (ggml_fp16_t *) in_buf.data(); + ggml_fp16_t * dest = (ggml_fp16_t *) out_buf.data(); + float in_dequant = ggml_fp16_to_fp32(in[i]); + float res = in_dequant * scale; + dest[i] = ggml_fp32_to_fp16(res); + } + } else if (type == GGML_TYPE_F32) { + GGML_ASSERT(in_buf.size() % sizeof(float) == 0); + for (size_t i = 0; i < in_buf.size() / sizeof(float); i++) { + float * in = (float *) in_buf.data(); + float * dest = (float *) out_buf.data(); + dest[i] = in[i] * scale; } + } else { + LLAMA_LOG_ERROR("Only GGML_TYPE_F16 or GGML_TYPE_F32 is supported, current type = %s\n", ggml_type_name(type)); + return -1; // return of lambda, no need clean up } - LLAMA_LOG_ERROR("Cannot find llama_merge_config for i_layer=%d\n", i_layer); - return nullptr; + return 0; // return of lambda, no need clean up }; - // process layers - for (int i = 0; i < ml1.n_tensors; ++i) { - struct ggml_tensor * tensor1 = ml1.get_tensor_meta(i); - std::vector> buf1; - const std::string name = ggml_get_name(tensor1); - const size_t tensor_size = ggml_nbytes(tensor1); + size_t n_done = 0; + // process non-layer output tensor + for (auto & out_tensor : output_tensors) { + std::string name = ggml_get_name(out_tensor); + int i_layer_out = get_i_layer(name.c_str()); + std::vector> buf(ggml_nbytes(out_tensor)); + if (i_layer_out >= 0) { + continue; + } + struct ggml_tensor * in_tensor = mls[0]->get_tensor_meta(name.c_str()); + if (in_tensor == nullptr) { + LLAMA_LOG_ERROR("Cannot find layer name %s from base model\n", name.c_str()); + clean_up(); + return -1; + } + read_tensor_data(in_tensor, *mls[0], buf); // read from first model - int idx_ml2 = ml2_name_to_idx[name]; - std::vector> buf2; - struct ggml_tensor * tensor2 = ml2.get_tensor_meta(idx_ml2); + n_done++; + LLAMA_LOG_INFO("[%4ld/%4ld] %36s - [%s], type = %6s\n", + n_done, output_tensors.size(), + name.c_str(), + llama_format_tensor_shape(out_tensor).c_str(), + ggml_type_name(out_tensor->type)); - // GGML_TYPE_F16 - std::vector> result(tensor_size); + // write tensor data + padding + fout.write((const char *) buf.data(), buf.size()); + zeros(fout, GGML_PAD(buf.size(), GGUF_DEFAULT_ALIGNMENT) - buf.size()); + } - if (llama_format_tensor_shape(tensor1) != llama_format_tensor_shape(tensor2)) { - LLAMA_LOG_ERROR("Tensor shapes are different\n"); - return -1; + // process layer output tensor + for (auto & out_tensor : output_tensors) { + std::vector> in_buf(ggml_nbytes(out_tensor)); + std::vector> out_buf(ggml_nbytes(out_tensor)); + + std::string out_name = ggml_get_name(out_tensor); + int i_layer_out = get_i_layer(out_name.c_str()); + auto layer = config->layers[i_layer_out]; + + if (i_layer_out < 0) { + continue; } - int i_layer = -1; - if (sscanf(name.c_str(), "blk.%d.", &i_layer) != 1) { - // non-layer, simply copy - read_tensor_data(tensor1, ml1, buf1); - memcpy(result.data(), tensor1->data, tensor_size); - } else { - auto conf = get_config_for_layer(i_layer); - read_tensor_data(tensor1, ml1, buf1); - read_tensor_data(tensor2, ml2, buf2); - LLAMA_LOG_INFO("Merge layer %d with scale1 = %f, scale2 = %f\n", i_layer, conf->scale1, conf->scale2); - - if (tensor1->type == GGML_TYPE_F16 && tensor2->type == GGML_TYPE_F16) { - for (size_t i = 0; i < result.size() / sizeof(float); i++) { - ggml_fp16_t * t1 = (ggml_fp16_t *) tensor1->data; - ggml_fp16_t * t2 = (ggml_fp16_t *) tensor2->data; - ggml_fp16_t * dest = (ggml_fp16_t *) result.data(); - float dequant1 = ggml_fp16_to_fp32(t1[i]); - float dequant2 = ggml_fp16_to_fp32(t2[2]); - float res = dequant1 * conf->scale1 + dequant2 * conf->scale2; - dest[i] = ggml_fp32_to_fp16(res); - } - } else if (tensor1->type == GGML_TYPE_F32 && tensor2->type == GGML_TYPE_F32) { - for (size_t i = 0; i < result.size() / sizeof(double); i++) { - float * t1 = (float *) tensor1->data; - float * t2 = (float *) tensor2->data; - float * dest = (float *) result.data(); - dest[i] = t1[i] * conf->scale1 + t2[i] * conf->scale2; - } - } else { - LLAMA_LOG_ERROR("Only GGML_TYPE_F16 or GGML_TYPE_F32 is supported, current type = %s\n", ggml_type_name(tensor1->type)); + for (size_t i_model = 0; i_model < config->n_models; i_model++) { + int src_layer = layer.srcs[i_model]; // source layer + float scale = layer.scales[i_model]; + std::string src_name = get_name(src_layer, out_name); // find the correct tensor based on src_layer + struct ggml_tensor * in_tensor = mls[i_model]->get_tensor_meta(src_name.c_str()); + int res; + if (in_tensor == nullptr) { + LLAMA_LOG_ERROR("Cannot find layer name %s from model %ld\n", src_name.c_str(), i_model + 1); + clean_up(); return -1; } + read_tensor_data(in_tensor, *mls[i_model], in_buf); + res = calc_output_tensor(in_tensor->type, in_buf, scale, out_buf); + if (res < 0) { + clean_up(); + return res; + } } - LLAMA_LOG_INFO("[%4d/%4d] %36s - [%s], type = %6s\n", - i + 1, ml1.n_tensors, - ggml_get_name(tensor1), - llama_format_tensor_shape(tensor1).c_str(), - ggml_type_name(tensor1->type)); + n_done++; + LLAMA_LOG_INFO("[%4ld/%4ld] %36s - [%s], type = %6s\n", + n_done, output_tensors.size(), + out_name.c_str(), + llama_format_tensor_shape(out_tensor).c_str(), + ggml_type_name(out_tensor->type)); // write tensor data + padding - fout.write((const char *) result.data(), tensor_size); - zeros(fout, GGML_PAD(tensor_size, GGUF_DEFAULT_ALIGNMENT) - tensor_size); + fout.write((const char *) out_buf.data(), out_buf.size()); + zeros(fout, GGML_PAD(out_buf.size(), GGUF_DEFAULT_ALIGNMENT) - out_buf.size()); } // go back to beginning of file and write the updated meta data @@ -11462,31 +11542,10 @@ static int32_t llama_merge_models_internal( fout.write((const char *) data.data(), data.size()); } - fout.close(); - - gguf_free(ctx_out); + clean_up(); return 0; } -int32_t llama_merge_models( - const char * fname_inp1, - const char * fname_inp2, - const struct llama_merge_config * configs, - const int n_configs, - const char * fname_out) -{ - std::vector v_configs(n_configs); - for (int i = 0; i < n_configs; i++) { - v_configs[i] = &configs[i]; - } - return llama_merge_models_internal( - fname_inp1, - fname_inp2, - v_configs, - fname_out - ); -} - static int llama_apply_lora_from_file_internal( const struct llama_model & model, const char * path_lora, float scale, const char * path_base_model, int n_threads ) { diff --git a/llama.h b/llama.h index 7806476f8f73c..23cabe291891f 100644 --- a/llama.h +++ b/llama.h @@ -327,11 +327,18 @@ extern "C" { const char * content; } llama_chat_message; + // used to merge models + struct llama_merge_layer { + const int * srcs; // contains n_models elements + const float * scales; // contains n_models elements + }; + struct llama_merge_config { - const int i_layer; - const float scale1; - const float scale2; - // TODO add support for embeding and output layers + const char ** model_paths; + const size_t n_models; + const struct llama_merge_layer * layers; + const size_t n_layers; + const char * output_path; }; // Helpers for getting default parameters @@ -422,11 +429,7 @@ extern "C" { const llama_model_quantize_params * params); LLAMA_API int32_t llama_merge_models( - const char * fname_inp1, - const char * fname_inp2, - const struct llama_merge_config * configs, - const int n_configs, - const char * fname_out); + const struct llama_merge_config * config); // Apply a LoRA adapter to a loaded model // path_base_model is the path to a higher quality model to use as a base for From 2cfae6d9a8ea26b2ca639e8195f75e5f79be65b0 Mon Sep 17 00:00:00 2001 From: ngxson Date: Fri, 1 Mar 2024 14:50:42 +0100 Subject: [PATCH 07/16] merge: try..catch --- examples/merge/merge.cpp | 55 ++++++++++++++++++++++------------------ 1 file changed, 30 insertions(+), 25 deletions(-) diff --git a/examples/merge/merge.cpp b/examples/merge/merge.cpp index 024ae56923bd9..07c2f3d846818 100644 --- a/examples/merge/merge.cpp +++ b/examples/merge/merge.cpp @@ -122,34 +122,39 @@ int main(int argc, char ** argv) { } } - if (invalid_param) { - throw std::invalid_argument("error: invalid parameter for argument: " + arg); - } else if (config_path.empty()) { - throw std::invalid_argument("error: missing config path"); - } else if (model_paths.size() < 2) { - throw std::invalid_argument("error: require at least 2 models"); - } else if (output_path.empty()) { - throw std::invalid_argument("error: missing output path"); - } + try { + if (invalid_param) { + throw std::invalid_argument("error: invalid parameter for argument: " + arg); + } else if (config_path.empty()) { + throw std::invalid_argument("error: missing config path"); + } else if (model_paths.size() < 2) { + throw std::invalid_argument("error: require at least 2 models"); + } else if (output_path.empty()) { + throw std::invalid_argument("error: missing output path"); + } - // buffers to hold allocated data - std::vector buf_srcs; - std::vector buf_scales; + // buffers to hold allocated data + std::vector buf_srcs; + std::vector buf_scales; - auto layers = parse_config(config_path, model_paths.size(), buf_srcs, buf_scales); - std::vector p_model_paths; - for (auto & m : model_paths) { - p_model_paths.push_back(m.data()); - } - const struct llama_merge_config config{ - p_model_paths.data(), - p_model_paths.size(), - layers.data(), - layers.size(), - output_path.data(), - }; + auto layers = parse_config(config_path, model_paths.size(), buf_srcs, buf_scales); + std::vector p_model_paths; + for (auto & m : model_paths) { + p_model_paths.push_back(m.data()); + } + const struct llama_merge_config config{ + p_model_paths.data(), + p_model_paths.size(), + layers.data(), + layers.size(), + output_path.data(), + }; - llama_merge_models(&config); + llama_merge_models(&config); + } catch (const std::exception & ex) { + std::cerr << ex.what() << "\n\n"; + usage(argv[0], 1); + } return 0; } \ No newline at end of file From abec8c0c3a10b8def70da3801b281a12e260e9cd Mon Sep 17 00:00:00 2001 From: ngxson Date: Fri, 1 Mar 2024 17:19:18 +0100 Subject: [PATCH 08/16] merge: accept quant input --- examples/merge/merge.cpp | 45 +++++++++++++-------------- llama.cpp | 66 ++++++++++++++++++++++++++++------------ 2 files changed, 70 insertions(+), 41 deletions(-) diff --git a/examples/merge/merge.cpp b/examples/merge/merge.cpp index 07c2f3d846818..054bf81806e3f 100644 --- a/examples/merge/merge.cpp +++ b/examples/merge/merge.cpp @@ -10,8 +10,15 @@ #include #include +struct merge_params { + std::string config_path = "merge.csv"; + std::vector model_paths; + std::string output_path = "gguf-merged-f16.gguf"; +}; + [[noreturn]] static void usage(const char * executable, int exit_code) { + struct merge_params defaults; printf("usage: %s -c CONFIG_FILE -o OUTPUT_FILE -m MODEL_PATH -m MODEL_PATH ...\n\n", executable); printf("\n"); printf("Merging 2 models and change layers configuration.\n"); @@ -23,20 +30,20 @@ static void usage(const char * executable, int exit_code) { printf("- ...\n"); printf("\n"); printf("For example:\n"); - printf("0,1.0,0,0.0 meaning: output layer 0 = A[0]*1.0 + B[0] * 0.0\n"); - printf("0,1.0,0,0.0 meaning: output layer 1 = A[0]*1.0 + B[0] * 0.0\n"); - printf("1,0.0,2,0.0 meaning: output layer 2 = A[1]*0.0 + B[2] * 0.0\n"); - printf("2,0.5,1,0.5 meaning: output layer 3 = A[2]*0.5 + B[1] * 0.5\n"); + printf("0,1.0,0,0.0 meaning: output layer 0 = A[0]*1.0 + B[0]*0.0\n"); + printf("0,1.0,0,0.0 meaning: output layer 1 = A[0]*1.0 + B[0]*0.0\n"); + printf("1,0.0,2,0.0 meaning: output layer 2 = A[1]*0.0 + B[2]*0.0\n"); + printf("2,0.5,1,0.5 meaning: output layer 3 = A[2]*0.5 + B[1]*0.5\n"); printf("\n"); printf("NOTE:\n"); - printf("- The embedding layer of the first model will be used\n"); - printf("- Currently, only F16 model type is supported\n"); + printf("- The embedding and output layers of the first model will be used.\n"); + printf("- Currently, we accept both quantized and non-quantized models as input, but only output FP16 model. To re-quantize it, please use \"quantize\" tool.\n"); printf("\n"); printf("Options:\n"); printf(" -h, --help Show this help message and exit\n"); - printf(" -c, --config CONFIG_FILE Path to config file (CSV format)\n"); + printf(" -c, --config CONFIG_FILE Path to config file, in CSV format (default: %s)\n", defaults.config_path.c_str()); printf(" -m, --model MODEL_PATH Path to model. This option can be repeated multiple times and must be specified in the right order.\n"); - printf(" -o, --output OUTPUT_FILE Path to the output model\n"); + printf(" -o, --output OUTPUT_FILE Path to the output model (default: %s)\n", defaults.output_path.c_str()); printf("\n"); printf("Example: ./merge -c config.csv -o output.gguf -m model_a.gguf -m model_b.gguf\n"); exit(exit_code); @@ -92,9 +99,7 @@ static std::vector parse_config(std::string & config_p int main(int argc, char ** argv) { bool invalid_param = false; - std::string config_path; - std::vector model_paths; - std::string output_path; + struct merge_params params; std::string arg; for (int i = 1; i < argc; i++) { @@ -106,40 +111,36 @@ int main(int argc, char ** argv) { invalid_param = true; break; } - config_path = argv[i]; + params.config_path = argv[i]; } else if (arg == "-m" || arg == "--model") { if (++i >= argc) { invalid_param = true; break; } - model_paths.push_back(argv[i]); + params.model_paths.push_back(argv[i]); } else if (arg == "-o" || arg == "--output") { if (++i >= argc) { invalid_param = true; break; } - output_path = argv[i]; + params.output_path = argv[i]; } } try { if (invalid_param) { throw std::invalid_argument("error: invalid parameter for argument: " + arg); - } else if (config_path.empty()) { - throw std::invalid_argument("error: missing config path"); - } else if (model_paths.size() < 2) { + } else if (params.model_paths.size() < 2) { throw std::invalid_argument("error: require at least 2 models"); - } else if (output_path.empty()) { - throw std::invalid_argument("error: missing output path"); } // buffers to hold allocated data std::vector buf_srcs; std::vector buf_scales; - auto layers = parse_config(config_path, model_paths.size(), buf_srcs, buf_scales); + auto layers = parse_config(params.config_path, params.model_paths.size(), buf_srcs, buf_scales); std::vector p_model_paths; - for (auto & m : model_paths) { + for (auto & m : params.model_paths) { p_model_paths.push_back(m.data()); } const struct llama_merge_config config{ @@ -147,7 +148,7 @@ int main(int argc, char ** argv) { p_model_paths.size(), layers.data(), layers.size(), - output_path.data(), + params.output_path.data(), }; llama_merge_models(&config); diff --git a/llama.cpp b/llama.cpp index f48cc6935a22d..071d69067e1ce 100644 --- a/llama.cpp +++ b/llama.cpp @@ -11309,8 +11309,7 @@ static void llama_model_quantize_internal(const std::string & fname_inp, const s } } -int32_t llama_merge_models(const struct llama_merge_config * config) -{ +int32_t llama_merge_models(const struct llama_merge_config * config) { #if defined(__linux__) || defined(_WIN32) constexpr bool use_mmap = true; #else @@ -11346,6 +11345,11 @@ int32_t llama_merge_models(const struct llama_merge_config * config) return ss.str(); }; + // if the input model model is quantized, it will be dequant to FP16 + auto get_output_type = [&](struct ggml_tensor * t) { + return ggml_is_quantized(t->type) ? GGML_TYPE_F16 : t->type; + }; + // remember to call before exit auto clean_up = [&]() { fout.close(); @@ -11379,8 +11383,10 @@ int32_t llama_merge_models(const struct llama_merge_config * config) gguf_set_kv(ctx_out, mls[0]->ctx_gguf); // correct layer count for output model - // TODO: is this key "llama.block_count" this the same for all architectures? - gguf_set_val_u32(ctx_out, "llama.block_count", config->n_layers); + std::stringstream ss; + ss << mls[0]->get_arch_name() << ".block_count"; + gguf_set_val_u32(ctx_out, ss.str().c_str(), config->n_layers); + printf("====> Set new value of %s = %ld\n", ss.str().c_str(), config->n_layers); // read input layers for (int i = 0; i < mls[0]->n_tensors; i++) { @@ -11409,10 +11415,12 @@ int32_t llama_merge_models(const struct llama_merge_config * config) struct ggml_tensor * ref_tensor = mls[0]->get_tensor_meta(ref_name.c_str()); // get ref tensor from layer 0 memcpy(out_tensor, ref_tensor, GGML_TENSOR_SIZE); // copy metadata (shape, type,...) ggml_set_name(out_tensor, get_name(i_layer, ref_name).c_str()); // set the correct name (with correct i_layer) + out_tensor->type = get_output_type(ref_tensor); // maybe dequant output_tensors.push_back(out_tensor); gguf_add_tensor(ctx_out, out_tensor); LLAMA_LOG_INFO("%s\n", ggml_get_name(out_tensor)); } + // TODO: how to reuse tensor (duplicated layers)? we can play with ctx->infos[tensor_idx].offset } const size_t meta_size = gguf_get_meta_size(ctx_out); @@ -11436,27 +11444,47 @@ int32_t llama_merge_models(const struct llama_merge_config * config) }; // TODO: maybe we should use ggml_add and ggml_scale? and how? - auto calc_output_tensor = [&](enum ggml_type type, std::vector> & in_buf, float scale, std::vector> & out_buf) { - GGML_ASSERT(in_buf.size() == out_buf.size()); + auto calc_output_tensor = [&](struct ggml_tensor * in_tensor, float scale, std::vector> & out_buf) { + enum ggml_type type = in_tensor->type; + const size_t nelements = ggml_nelements(in_tensor); + std::vector> tmp_buf; + void * in_buf = in_tensor->data; + // TODO: if the tensor is quantized, we dequantize to FP16 then to FP32, do the calculation and re-quant to FP16. how can we simplify? + if (ggml_is_quantized(type)) { + // dequantize it to FP32 + std::vector workers; + int nthread = std::thread::hardware_concurrency(); + workers.reserve(nthread); + std::vector> f32_conv_buf; + llama_convert_tensor_internal(in_tensor, f32_conv_buf, workers, nelements, nthread); + // quantize back to FP16 + type = GGML_TYPE_F16; + tmp_buf.resize(nelements * sizeof(ggml_fp16_t)); + for (size_t i = 0; i < nelements; i++) { + ggml_fp16_t * dest = (ggml_fp16_t *) tmp_buf.data(); + dest[i] = ggml_fp32_to_fp16(f32_conv_buf[i].value); + } + in_buf = tmp_buf.data(); + } + // then the code block below will calculate the merged tensor if (type == GGML_TYPE_F16) { - GGML_ASSERT(in_buf.size() % sizeof(ggml_fp16_t) == 0); - for (size_t i = 0; i < in_buf.size() / sizeof(ggml_fp16_t); i++) { - ggml_fp16_t * in = (ggml_fp16_t *) in_buf.data(); + out_buf.resize(nelements * sizeof(ggml_fp16_t)); + for (size_t i = 0; i < nelements; i++) { + ggml_fp16_t * in = (ggml_fp16_t *) in_buf; ggml_fp16_t * dest = (ggml_fp16_t *) out_buf.data(); float in_dequant = ggml_fp16_to_fp32(in[i]); float res = in_dequant * scale; dest[i] = ggml_fp32_to_fp16(res); } } else if (type == GGML_TYPE_F32) { - GGML_ASSERT(in_buf.size() % sizeof(float) == 0); - for (size_t i = 0; i < in_buf.size() / sizeof(float); i++) { - float * in = (float *) in_buf.data(); + out_buf.resize(nelements * sizeof(float)); + for (size_t i = 0; i < nelements; i++) { + float * in = (float *) in_buf; float * dest = (float *) out_buf.data(); dest[i] = in[i] * scale; } } else { - LLAMA_LOG_ERROR("Only GGML_TYPE_F16 or GGML_TYPE_F32 is supported, current type = %s\n", ggml_type_name(type)); - return -1; // return of lambda, no need clean up + GGML_ASSERT(false); // should never reach here } return 0; // return of lambda, no need clean up }; @@ -11479,7 +11507,7 @@ int32_t llama_merge_models(const struct llama_merge_config * config) read_tensor_data(in_tensor, *mls[0], buf); // read from first model n_done++; - LLAMA_LOG_INFO("[%4ld/%4ld] %36s - [%s], type = %6s\n", + LLAMA_LOG_INFO("[%4ld/%4ld] %36s - [%s], input type = %6s\n", n_done, output_tensors.size(), name.c_str(), llama_format_tensor_shape(out_tensor).c_str(), @@ -11492,8 +11520,8 @@ int32_t llama_merge_models(const struct llama_merge_config * config) // process layer output tensor for (auto & out_tensor : output_tensors) { - std::vector> in_buf(ggml_nbytes(out_tensor)); - std::vector> out_buf(ggml_nbytes(out_tensor)); + std::vector> in_buf; + std::vector> out_buf; std::string out_name = ggml_get_name(out_tensor); int i_layer_out = get_i_layer(out_name.c_str()); @@ -11515,7 +11543,7 @@ int32_t llama_merge_models(const struct llama_merge_config * config) return -1; } read_tensor_data(in_tensor, *mls[i_model], in_buf); - res = calc_output_tensor(in_tensor->type, in_buf, scale, out_buf); + res = calc_output_tensor(in_tensor, scale, out_buf); if (res < 0) { clean_up(); return res; @@ -11523,7 +11551,7 @@ int32_t llama_merge_models(const struct llama_merge_config * config) } n_done++; - LLAMA_LOG_INFO("[%4ld/%4ld] %36s - [%s], type = %6s\n", + LLAMA_LOG_INFO("[%4ld/%4ld] %36s - [%s], output type = %6s\n", n_done, output_tensors.size(), out_name.c_str(), llama_format_tensor_shape(out_tensor).c_str(), From f09188e9d88797bad4ff5b81292e20cf1f7b1e02 Mon Sep 17 00:00:00 2001 From: ngxson Date: Fri, 1 Mar 2024 17:43:58 +0100 Subject: [PATCH 09/16] merge: add debug msg --- examples/merge/merge.cpp | 5 +++++ llama.cpp | 37 +++++++++++++++---------------------- llama.h | 5 +++-- 3 files changed, 23 insertions(+), 24 deletions(-) diff --git a/examples/merge/merge.cpp b/examples/merge/merge.cpp index 054bf81806e3f..12a2ede14c010 100644 --- a/examples/merge/merge.cpp +++ b/examples/merge/merge.cpp @@ -78,8 +78,10 @@ static std::vector parse_config(std::string & config_p buf_scales.resize(lines.size()*n_models); // process line by line, one line is one layer + std::cout << "Parsing configurations:\n"; std::vector layers; for (size_t i_layer = 0; i_layer < lines.size(); i_layer++) { + std::cout << "- Layer " << i_layer << " =" << std::flush; auto columns = str_split(lines[i_layer], ","); if (columns.size() != n_models*2) { std::stringstream ss; @@ -91,8 +93,11 @@ static std::vector parse_config(std::string & config_p for (size_t i_model = 0; i_model < n_models; i_model++) { srcs[i_model] = std::stoi(columns[i_model*2]); scales[i_model] = std::stof(columns[i_model*2 + 1]); + // debug message + std::cout << " + model[" << i_model << "].layer[" << srcs[i_model] << "]*" << scales[i_model] << std::flush; } layers.push_back(llama_merge_layer{srcs, scales}); + std::cout << "\n"; } return layers; } diff --git a/llama.cpp b/llama.cpp index 071d69067e1ce..5aa2a1db15b50 100644 --- a/llama.cpp +++ b/llama.cpp @@ -11345,11 +11345,6 @@ int32_t llama_merge_models(const struct llama_merge_config * config) { return ss.str(); }; - // if the input model model is quantized, it will be dequant to FP16 - auto get_output_type = [&](struct ggml_tensor * t) { - return ggml_is_quantized(t->type) ? GGML_TYPE_F16 : t->type; - }; - // remember to call before exit auto clean_up = [&]() { fout.close(); @@ -11388,12 +11383,12 @@ int32_t llama_merge_models(const struct llama_merge_config * config) { gguf_set_val_u32(ctx_out, ss.str().c_str(), config->n_layers); printf("====> Set new value of %s = %ld\n", ss.str().c_str(), config->n_layers); - // read input layers + // read input layers, process firstly non-layer tensors (embedding, output,...) for (int i = 0; i < mls[0]->n_tensors; i++) { struct ggml_tensor * meta = mls[0]->get_tensor_meta(i); int i_layer = get_i_layer(ggml_get_name(meta)); if (i_layer < 0) { - // populate data for non-layers tensor + // populate data for non-layer tensors (embedding, output,...) struct ggml_tensor * out_tensor = (struct ggml_tensor *) malloc(GGML_TENSOR_SIZE); memcpy(out_tensor, meta, GGML_TENSOR_SIZE); // copy metadata (shape, type,...) gguf_add_tensor(ctx_out, out_tensor); @@ -11415,7 +11410,8 @@ int32_t llama_merge_models(const struct llama_merge_config * config) { struct ggml_tensor * ref_tensor = mls[0]->get_tensor_meta(ref_name.c_str()); // get ref tensor from layer 0 memcpy(out_tensor, ref_tensor, GGML_TENSOR_SIZE); // copy metadata (shape, type,...) ggml_set_name(out_tensor, get_name(i_layer, ref_name).c_str()); // set the correct name (with correct i_layer) - out_tensor->type = get_output_type(ref_tensor); // maybe dequant + // if the input tensor is quantized, it will be dequant to FP16 + out_tensor->type = ggml_is_quantized(ref_tensor->type) ? GGML_TYPE_F16 : ref_tensor->type; output_tensors.push_back(out_tensor); gguf_add_tensor(ctx_out, out_tensor); LLAMA_LOG_INFO("%s\n", ggml_get_name(out_tensor)); @@ -11490,6 +11486,15 @@ int32_t llama_merge_models(const struct llama_merge_config * config) { }; size_t n_done = 0; + auto log_step = [&](const struct ggml_tensor * tensor) { + n_done++; + LLAMA_LOG_INFO("[%4ld/%4ld] %36s - [%s], input type = %6s\n", + n_done, output_tensors.size(), + ggml_get_name(tensor), + llama_format_tensor_shape(tensor).c_str(), + ggml_type_name(tensor->type)); + }; + // process non-layer output tensor for (auto & out_tensor : output_tensors) { std::string name = ggml_get_name(out_tensor); @@ -11506,14 +11511,8 @@ int32_t llama_merge_models(const struct llama_merge_config * config) { } read_tensor_data(in_tensor, *mls[0], buf); // read from first model - n_done++; - LLAMA_LOG_INFO("[%4ld/%4ld] %36s - [%s], input type = %6s\n", - n_done, output_tensors.size(), - name.c_str(), - llama_format_tensor_shape(out_tensor).c_str(), - ggml_type_name(out_tensor->type)); - // write tensor data + padding + log_step(out_tensor); fout.write((const char *) buf.data(), buf.size()); zeros(fout, GGML_PAD(buf.size(), GGUF_DEFAULT_ALIGNMENT) - buf.size()); } @@ -11550,14 +11549,8 @@ int32_t llama_merge_models(const struct llama_merge_config * config) { } } - n_done++; - LLAMA_LOG_INFO("[%4ld/%4ld] %36s - [%s], output type = %6s\n", - n_done, output_tensors.size(), - out_name.c_str(), - llama_format_tensor_shape(out_tensor).c_str(), - ggml_type_name(out_tensor->type)); - // write tensor data + padding + log_step(out_tensor); fout.write((const char *) out_buf.data(), out_buf.size()); zeros(fout, GGML_PAD(out_buf.size(), GGUF_DEFAULT_ALIGNMENT) - out_buf.size()); } diff --git a/llama.h b/llama.h index 23cabe291891f..068de41926a98 100644 --- a/llama.h +++ b/llama.h @@ -329,8 +329,9 @@ extern "C" { // used to merge models struct llama_merge_layer { - const int * srcs; // contains n_models elements - const float * scales; // contains n_models elements + const int * srcs; // contains n_models elements, if nullptr then we reuse other layer + const float * scales; // contains n_models elements, if nullptr then we reuse other layer + const int i_layer_reuse; // if != -1, then reuse earlier layer in the model to reduce output size }; struct llama_merge_config { From a1bf1e1b2e23026672426879d494bb4b164b6fee Mon Sep 17 00:00:00 2001 From: ngxson Date: Fri, 1 Mar 2024 22:01:27 +0100 Subject: [PATCH 10/16] merge: quant input quant output --- examples/merge/merge.cpp | 6 +- llama.cpp | 173 ++++++++++++++++++++++++--------------- 2 files changed, 109 insertions(+), 70 deletions(-) diff --git a/examples/merge/merge.cpp b/examples/merge/merge.cpp index 12a2ede14c010..84cc1188e384a 100644 --- a/examples/merge/merge.cpp +++ b/examples/merge/merge.cpp @@ -13,7 +13,7 @@ struct merge_params { std::string config_path = "merge.csv"; std::vector model_paths; - std::string output_path = "gguf-merged-f16.gguf"; + std::string output_path = "ggml-merged-f16.gguf"; }; [[noreturn]] @@ -37,7 +37,7 @@ static void usage(const char * executable, int exit_code) { printf("\n"); printf("NOTE:\n"); printf("- The embedding and output layers of the first model will be used.\n"); - printf("- Currently, we accept both quantized and non-quantized models as input, but only output FP16 model. To re-quantize it, please use \"quantize\" tool.\n"); + printf("- Currently, we accept both quantized and non-quantized models as input. The output model will be re-quantized into the same format of the first model.\n"); printf("\n"); printf("Options:\n"); printf(" -h, --help Show this help message and exit\n"); @@ -96,7 +96,7 @@ static std::vector parse_config(std::string & config_p // debug message std::cout << " + model[" << i_model << "].layer[" << srcs[i_model] << "]*" << scales[i_model] << std::flush; } - layers.push_back(llama_merge_layer{srcs, scales}); + layers.push_back(llama_merge_layer{srcs, scales, -1}); std::cout << "\n"; } return layers; diff --git a/llama.cpp b/llama.cpp index 5aa2a1db15b50..d4001fd587698 100644 --- a/llama.cpp +++ b/llama.cpp @@ -61,6 +61,7 @@ #include #include #include +#include #include #include #include @@ -11410,11 +11411,9 @@ int32_t llama_merge_models(const struct llama_merge_config * config) { struct ggml_tensor * ref_tensor = mls[0]->get_tensor_meta(ref_name.c_str()); // get ref tensor from layer 0 memcpy(out_tensor, ref_tensor, GGML_TENSOR_SIZE); // copy metadata (shape, type,...) ggml_set_name(out_tensor, get_name(i_layer, ref_name).c_str()); // set the correct name (with correct i_layer) - // if the input tensor is quantized, it will be dequant to FP16 - out_tensor->type = ggml_is_quantized(ref_tensor->type) ? GGML_TYPE_F16 : ref_tensor->type; output_tensors.push_back(out_tensor); gguf_add_tensor(ctx_out, out_tensor); - LLAMA_LOG_INFO("%s\n", ggml_get_name(out_tensor)); + // TODO: reject non-requantize-able type (one that requires imatrix) } // TODO: how to reuse tensor (duplicated layers)? we can play with ctx->infos[tensor_idx].offset } @@ -11439,53 +11438,10 @@ int32_t llama_merge_models(const struct llama_merge_config * config) { return ggml_nbytes(tensor); }; - // TODO: maybe we should use ggml_add and ggml_scale? and how? - auto calc_output_tensor = [&](struct ggml_tensor * in_tensor, float scale, std::vector> & out_buf) { - enum ggml_type type = in_tensor->type; - const size_t nelements = ggml_nelements(in_tensor); - std::vector> tmp_buf; - void * in_buf = in_tensor->data; - // TODO: if the tensor is quantized, we dequantize to FP16 then to FP32, do the calculation and re-quant to FP16. how can we simplify? - if (ggml_is_quantized(type)) { - // dequantize it to FP32 - std::vector workers; - int nthread = std::thread::hardware_concurrency(); - workers.reserve(nthread); - std::vector> f32_conv_buf; - llama_convert_tensor_internal(in_tensor, f32_conv_buf, workers, nelements, nthread); - // quantize back to FP16 - type = GGML_TYPE_F16; - tmp_buf.resize(nelements * sizeof(ggml_fp16_t)); - for (size_t i = 0; i < nelements; i++) { - ggml_fp16_t * dest = (ggml_fp16_t *) tmp_buf.data(); - dest[i] = ggml_fp32_to_fp16(f32_conv_buf[i].value); - } - in_buf = tmp_buf.data(); - } - // then the code block below will calculate the merged tensor - if (type == GGML_TYPE_F16) { - out_buf.resize(nelements * sizeof(ggml_fp16_t)); - for (size_t i = 0; i < nelements; i++) { - ggml_fp16_t * in = (ggml_fp16_t *) in_buf; - ggml_fp16_t * dest = (ggml_fp16_t *) out_buf.data(); - float in_dequant = ggml_fp16_to_fp32(in[i]); - float res = in_dequant * scale; - dest[i] = ggml_fp32_to_fp16(res); - } - } else if (type == GGML_TYPE_F32) { - out_buf.resize(nelements * sizeof(float)); - for (size_t i = 0; i < nelements; i++) { - float * in = (float *) in_buf; - float * dest = (float *) out_buf.data(); - dest[i] = in[i] * scale; - } - } else { - GGML_ASSERT(false); // should never reach here - } - return 0; // return of lambda, no need clean up - }; - - size_t n_done = 0; + std::mutex mutex; + std::condition_variable condition; + size_t n_done = 0; // protected by mutex + size_t n_curr = 0; // protected by mutex auto log_step = [&](const struct ggml_tensor * tensor) { n_done++; LLAMA_LOG_INFO("[%4ld/%4ld] %36s - [%s], input type = %6s\n", @@ -11503,6 +11459,7 @@ int32_t llama_merge_models(const struct llama_merge_config * config) { if (i_layer_out >= 0) { continue; } + n_curr++; struct ggml_tensor * in_tensor = mls[0]->get_tensor_meta(name.c_str()); if (in_tensor == nullptr) { LLAMA_LOG_ERROR("Cannot find layer name %s from base model\n", name.c_str()); @@ -11517,42 +11474,124 @@ int32_t llama_merge_models(const struct llama_merge_config * config) { zeros(fout, GGML_PAD(buf.size(), GGUF_DEFAULT_ALIGNMENT) - buf.size()); } - // process layer output tensor - for (auto & out_tensor : output_tensors) { + const int n_threads = std::thread::hardware_concurrency(); + int n_running = 0; // protected by mutex + auto worker_release = [&]() { + { + std::unique_lock lock(mutex); + n_running--; + } + condition.notify_all(); + }; + auto worker_acquire = [&]() { + std::unique_lock lock(mutex); + condition.wait(lock, [&]{ + return n_running < n_threads; + }); + n_running++; + }; + + // process function, to be run as thread + const size_t n_start = n_curr; + auto process_output_tensor = [&]() { + worker_acquire(); + std::unique_lock lock(mutex); + struct ggml_tensor * out_tensor = output_tensors[n_curr]; + const size_t my_number = n_curr++; + lock.unlock(); + + const size_t n_elements = ggml_nelements(out_tensor); std::vector> in_buf; - std::vector> out_buf; + std::vector> f32_in_buf; // dequant it internally + std::vector f32_out_buf(n_elements, 0.0); // do not resize! + std::vector> out_buf(ggml_nbytes(out_tensor)); // do not resize! std::string out_name = ggml_get_name(out_tensor); int i_layer_out = get_i_layer(out_name.c_str()); auto layer = config->layers[i_layer_out]; - if (i_layer_out < 0) { - continue; - } - for (size_t i_model = 0; i_model < config->n_models; i_model++) { int src_layer = layer.srcs[i_model]; // source layer float scale = layer.scales[i_model]; std::string src_name = get_name(src_layer, out_name); // find the correct tensor based on src_layer struct ggml_tensor * in_tensor = mls[i_model]->get_tensor_meta(src_name.c_str()); - int res; if (in_tensor == nullptr) { LLAMA_LOG_ERROR("Cannot find layer name %s from model %ld\n", src_name.c_str(), i_model + 1); clean_up(); - return -1; + return; // TODO: not good for multi-threading } read_tensor_data(in_tensor, *mls[i_model], in_buf); - res = calc_output_tensor(in_tensor, scale, out_buf); - if (res < 0) { - clean_up(); - return res; + // dequant the tensor to FP32 + if (in_tensor->type != GGML_TYPE_F32) { + //LLAMA_LOG_ERROR("dequant "); + std::vector workers; + int nthread = 4; // limit for now + workers.reserve(nthread); + llama_convert_tensor_internal(in_tensor, f32_in_buf, workers, n_elements, nthread); + } else { + // if we already have f32, just copy it + //LLAMA_LOG_ERROR("f32_copy "); + f32_in_buf.resize(n_elements); + memcpy((void *) f32_in_buf.data(), in_tensor->data, n_elements * sizeof(float)); + } + // do the calculation + //LLAMA_LOG_ERROR("calc "); + for (size_t i = 0; i < n_elements; i++) { + float * in = (float *) f32_in_buf.data(); + float * dest = (float *) f32_out_buf.data(); + dest[i] += in[i] * scale; } } - // write tensor data + padding - log_step(out_tensor); - fout.write((const char *) out_buf.data(), out_buf.size()); - zeros(fout, GGML_PAD(out_buf.size(), GGUF_DEFAULT_ALIGNMENT) - out_buf.size()); + // re-quantize it + // TODO: multi-threading it + //LLAMA_LOG_ERROR("requant\n"); + { + std::array hist_cur = {}; + const int n_per_row = out_tensor->ne[0]; + const int n_rows = n_elements / n_per_row; + ggml_quantize_chunk( + out_tensor->type, + f32_out_buf.data(), + out_buf.data(), + 0, // start offset + n_rows, + n_per_row, + hist_cur.data(), // unused for now + nullptr); + } + + // wait until my turn + { + std::unique_lock lock(mutex); + // if I'm the first, no need to wait for other + if (my_number > n_start) { + condition.wait(lock, [&]{ + return n_done == my_number; + }); + } + LLAMA_LOG_ERROR("===> %f %f %f\n", f32_out_buf[0], f32_out_buf[1], f32_out_buf[2]); + // my turn, write the result! + // write tensor data + padding + fout.write((const char *) out_buf.data(), out_buf.size()); + zeros(fout, GGML_PAD(out_buf.size(), GGUF_DEFAULT_ALIGNMENT) - out_buf.size()); + log_step(out_tensor); + } + worker_release(); + }; + + // spawn all thread to process + std::vector threads; + for (auto & out_tensor : output_tensors) { + std::string out_name = ggml_get_name(out_tensor); + int i_layer_out = get_i_layer(out_name.c_str()); + if (i_layer_out >= 0) { + // tensor belongs to a layer, start worker thread for it + threads.emplace_back(process_output_tensor); + } + } + for (auto & thread : threads) { + thread.join(); } // go back to beginning of file and write the updated meta data From 853b3d716dd08c3417d2ad5e8d6f6b03d1ff2cae Mon Sep 17 00:00:00 2001 From: ngxson Date: Fri, 1 Mar 2024 22:07:50 +0100 Subject: [PATCH 11/16] merge: debug --- llama.cpp | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/llama.cpp b/llama.cpp index d4001fd587698..b446aef26d17c 100644 --- a/llama.cpp +++ b/llama.cpp @@ -11492,6 +11492,7 @@ int32_t llama_merge_models(const struct llama_merge_config * config) { }; // process function, to be run as thread + // TODO: multi-threading here is done for each tensor (instead of each row like in llama_model_quantize_internal), this is not ideal but still better than single-thread const size_t n_start = n_curr; auto process_output_tensor = [&]() { worker_acquire(); @@ -11570,7 +11571,8 @@ int32_t llama_merge_models(const struct llama_merge_config * config) { return n_done == my_number; }); } - LLAMA_LOG_ERROR("===> %f %f %f\n", f32_out_buf[0], f32_out_buf[1], f32_out_buf[2]); + LLAMA_LOG_ERROR("===> INPUT [layer %d] %f %f %f\n", i_layer_out, f32_in_buf[0].value, f32_in_buf[1].value, f32_in_buf[2].value); + LLAMA_LOG_ERROR("===> OUTPUT [layer %d] %f %f %f\n", i_layer_out, f32_out_buf[0], f32_out_buf[1], f32_out_buf[2]); // my turn, write the result! // write tensor data + padding fout.write((const char *) out_buf.data(), out_buf.size()); From 886e68aee9588a5677ff454fa09d2625370ee840 Mon Sep 17 00:00:00 2001 From: ngxson Date: Sat, 2 Mar 2024 00:25:33 +0100 Subject: [PATCH 12/16] ok --- examples/merge/config.example.csv | 32 +++++++++++++++++++++++++++++++ examples/merge/merge.cpp | 2 +- llama.cpp | 15 +++++++++------ 3 files changed, 42 insertions(+), 7 deletions(-) create mode 100644 examples/merge/config.example.csv diff --git a/examples/merge/config.example.csv b/examples/merge/config.example.csv new file mode 100644 index 0000000000000..23681bf08cef7 --- /dev/null +++ b/examples/merge/config.example.csv @@ -0,0 +1,32 @@ +0,0.1,0,0.9 +1,0.1,1,0.9 +2,0.1,2,0.9 +3,0.1,3,0.9 +4,0.1,4,0.9 +5,0.1,5,0.9 +6,0.1,6,0.9 +7,0.1,7,0.9 +8,0.1,8,0.9 +9,0.1,9,0.9 +10,0.5,10,0.5 +11,0.5,11,0.5 +12,0.5,12,0.5 +13,0.5,13,0.5 +14,0.5,14,0.5 +15,0.5,15,0.5 +16,0.5,16,0.5 +17,0.5,17,0.5 +18,0.5,18,0.5 +19,0.5,19,0.5 +20,0.5,20,0.5 +21,0.5,21,0.5 +22,0.5,22,0.5 +23,0.5,23,0.5 +24,0.5,24,0.5 +25,0.5,25,0.5 +26,0.5,26,0.5 +27,0.5,27,0.5 +28,0.5,28,0.5 +29,0.5,29,0.5 +20,0.5,20,0.5 +31,0.5,31,0.5 \ No newline at end of file diff --git a/examples/merge/merge.cpp b/examples/merge/merge.cpp index 84cc1188e384a..d178d82bfaafe 100644 --- a/examples/merge/merge.cpp +++ b/examples/merge/merge.cpp @@ -163,4 +163,4 @@ int main(int argc, char ** argv) { } return 0; -} \ No newline at end of file +} diff --git a/llama.cpp b/llama.cpp index b446aef26d17c..d9e2cc57d9f37 100644 --- a/llama.cpp +++ b/llama.cpp @@ -87,6 +87,7 @@ #include #include #include +#include #if defined(_MSC_VER) #pragma warning(disable: 4244 4267) // possible loss of data @@ -11455,7 +11456,7 @@ int32_t llama_merge_models(const struct llama_merge_config * config) { for (auto & out_tensor : output_tensors) { std::string name = ggml_get_name(out_tensor); int i_layer_out = get_i_layer(name.c_str()); - std::vector> buf(ggml_nbytes(out_tensor)); + std::vector> buf; if (i_layer_out >= 0) { continue; } @@ -11469,9 +11470,10 @@ int32_t llama_merge_models(const struct llama_merge_config * config) { read_tensor_data(in_tensor, *mls[0], buf); // read from first model // write tensor data + padding + const size_t write_size = ggml_nbytes(out_tensor); + fout.write((const char *) in_tensor->data, write_size); + zeros(fout, GGML_PAD(write_size, GGUF_DEFAULT_ALIGNMENT) - write_size); log_step(out_tensor); - fout.write((const char *) buf.data(), buf.size()); - zeros(fout, GGML_PAD(buf.size(), GGUF_DEFAULT_ALIGNMENT) - buf.size()); } const int n_threads = std::thread::hardware_concurrency(); @@ -11505,7 +11507,7 @@ int32_t llama_merge_models(const struct llama_merge_config * config) { std::vector> in_buf; std::vector> f32_in_buf; // dequant it internally std::vector f32_out_buf(n_elements, 0.0); // do not resize! - std::vector> out_buf(ggml_nbytes(out_tensor)); // do not resize! + std::vector out_buf(ggml_nbytes(out_tensor)); // do not resize! std::string out_name = ggml_get_name(out_tensor); int i_layer_out = get_i_layer(out_name.c_str()); @@ -11545,13 +11547,12 @@ int32_t llama_merge_models(const struct llama_merge_config * config) { } // re-quantize it - // TODO: multi-threading it //LLAMA_LOG_ERROR("requant\n"); { std::array hist_cur = {}; const int n_per_row = out_tensor->ne[0]; const int n_rows = n_elements / n_per_row; - ggml_quantize_chunk( + size_t new_size = ggml_quantize_chunk( out_tensor->type, f32_out_buf.data(), out_buf.data(), @@ -11560,6 +11561,7 @@ int32_t llama_merge_models(const struct llama_merge_config * config) { n_per_row, hist_cur.data(), // unused for now nullptr); + GGML_ASSERT(new_size == out_buf.size()); } // wait until my turn @@ -11602,6 +11604,7 @@ int32_t llama_merge_models(const struct llama_merge_config * config) { std::vector data(gguf_get_meta_size(ctx_out)); gguf_get_meta_data(ctx_out, data.data()); fout.write((const char *) data.data(), data.size()); + LLAMA_LOG_INFO("===> Written metadata size = %ld bytes\n", data.size()); } clean_up(); From 52186adcbef227c6c37e5a44242b6f5e8ca45a72 Mon Sep 17 00:00:00 2001 From: ngxson Date: Sat, 2 Mar 2024 12:07:38 +0100 Subject: [PATCH 13/16] refactor --- llama.cpp | 122 +++++++++++++++++++++++++++--------------------------- 1 file changed, 62 insertions(+), 60 deletions(-) diff --git a/llama.cpp b/llama.cpp index d9e2cc57d9f37..de058bb6ba57f 100644 --- a/llama.cpp +++ b/llama.cpp @@ -11311,6 +11311,47 @@ static void llama_model_quantize_internal(const std::string & fname_inp, const s } } +// TODO: remove this when #5830 is merged +static int32_t llama_tensor_quantize_internal(enum ggml_type new_type, const float * f32_data, void * new_data, const int chunk_size, int nrows, int n_per_row, int64_t * hist_cur, const float * imatrix, std::vector & workers, const int nthread) { + std::mutex mutex; + int counter = 0; + size_t new_size = 0; + if (nthread < 2) { + // single-thread + return ggml_quantize_chunk(new_type, f32_data, new_data, 0, nrows, n_per_row, hist_cur, imatrix); + } + auto compute = [&mutex, &counter, &hist_cur, &new_size, new_type, f32_data, new_data, chunk_size, + nrows, n_per_row, imatrix]() { + std::array local_hist = {}; + const int nrows_per_chunk = chunk_size / n_per_row; + size_t local_size = 0; + while (true) { + std::unique_lock lock(mutex); + int first_row = counter; counter += nrows_per_chunk; + if (first_row >= nrows) { + if (local_size > 0) { + for (int j=0; j lock(mutex); - n_running--; - } - condition.notify_all(); - }; - auto worker_acquire = [&]() { - std::unique_lock lock(mutex); - condition.wait(lock, [&]{ - return n_running < n_threads; - }); - n_running++; - }; - - // process function, to be run as thread - // TODO: multi-threading here is done for each tensor (instead of each row like in llama_model_quantize_internal), this is not ideal but still better than single-thread - const size_t n_start = n_curr; - auto process_output_tensor = [&]() { - worker_acquire(); - std::unique_lock lock(mutex); - struct ggml_tensor * out_tensor = output_tensors[n_curr]; - const size_t my_number = n_curr++; - lock.unlock(); + std::vector workers; + workers.reserve(n_threads); + // process tensors associated to layer + for (auto & out_tensor : output_tensors) { const size_t n_elements = ggml_nelements(out_tensor); std::vector> in_buf; std::vector> f32_in_buf; // dequant it internally @@ -11513,6 +11532,10 @@ int32_t llama_merge_models(const struct llama_merge_config * config) { int i_layer_out = get_i_layer(out_name.c_str()); auto layer = config->layers[i_layer_out]; + if (i_layer_out < 0) { + continue; // skip non-layer tensors + } + for (size_t i_model = 0; i_model < config->n_models; i_model++) { int src_layer = layer.srcs[i_model]; // source layer float scale = layer.scales[i_model]; @@ -11521,16 +11544,13 @@ int32_t llama_merge_models(const struct llama_merge_config * config) { if (in_tensor == nullptr) { LLAMA_LOG_ERROR("Cannot find layer name %s from model %ld\n", src_name.c_str(), i_model + 1); clean_up(); - return; // TODO: not good for multi-threading + return -1; // stop } read_tensor_data(in_tensor, *mls[i_model], in_buf); // dequant the tensor to FP32 if (in_tensor->type != GGML_TYPE_F32) { //LLAMA_LOG_ERROR("dequant "); - std::vector workers; - int nthread = 4; // limit for now - workers.reserve(nthread); - llama_convert_tensor_internal(in_tensor, f32_in_buf, workers, n_elements, nthread); + llama_convert_tensor_internal(in_tensor, f32_in_buf, workers, n_elements, n_threads); } else { // if we already have f32, just copy it //LLAMA_LOG_ERROR("f32_copy "); @@ -11552,27 +11572,24 @@ int32_t llama_merge_models(const struct llama_merge_config * config) { std::array hist_cur = {}; const int n_per_row = out_tensor->ne[0]; const int n_rows = n_elements / n_per_row; - size_t new_size = ggml_quantize_chunk( + static const int min_chunk_size = 32 * 512; + const int chunk_size = n_per_row >= min_chunk_size ? n_per_row : n_per_row * ((min_chunk_size + n_per_row - 1)/n_per_row); + size_t new_size = llama_tensor_quantize_internal( out_tensor->type, f32_out_buf.data(), out_buf.data(), - 0, // start offset + chunk_size, n_rows, n_per_row, hist_cur.data(), // unused for now - nullptr); + nullptr, + workers, + n_threads); GGML_ASSERT(new_size == out_buf.size()); } - // wait until my turn + // write tensor to file { - std::unique_lock lock(mutex); - // if I'm the first, no need to wait for other - if (my_number > n_start) { - condition.wait(lock, [&]{ - return n_done == my_number; - }); - } LLAMA_LOG_ERROR("===> INPUT [layer %d] %f %f %f\n", i_layer_out, f32_in_buf[0].value, f32_in_buf[1].value, f32_in_buf[2].value); LLAMA_LOG_ERROR("===> OUTPUT [layer %d] %f %f %f\n", i_layer_out, f32_out_buf[0], f32_out_buf[1], f32_out_buf[2]); // my turn, write the result! @@ -11581,21 +11598,6 @@ int32_t llama_merge_models(const struct llama_merge_config * config) { zeros(fout, GGML_PAD(out_buf.size(), GGUF_DEFAULT_ALIGNMENT) - out_buf.size()); log_step(out_tensor); } - worker_release(); - }; - - // spawn all thread to process - std::vector threads; - for (auto & out_tensor : output_tensors) { - std::string out_name = ggml_get_name(out_tensor); - int i_layer_out = get_i_layer(out_name.c_str()); - if (i_layer_out >= 0) { - // tensor belongs to a layer, start worker thread for it - threads.emplace_back(process_output_tensor); - } - } - for (auto & thread : threads) { - thread.join(); } // go back to beginning of file and write the updated meta data From 65730438aaa431012f7351807826a5924fa9a60d Mon Sep 17 00:00:00 2001 From: ngxson Date: Sun, 3 Mar 2024 16:06:48 +0100 Subject: [PATCH 14/16] wip: new format --- Makefile | 2 +- examples/merge/CMakeLists.txt | 2 +- examples/merge/config.example.csv | 32 ---- examples/merge/config.example.txt | 38 +++++ examples/merge/merge.cpp | 121 +++++--------- examples/merge/parser.hpp | 269 ++++++++++++++++++++++++++++++ llama.cpp | 15 +- llama.h | 34 +++- 8 files changed, 389 insertions(+), 124 deletions(-) delete mode 100644 examples/merge/config.example.csv create mode 100644 examples/merge/config.example.txt create mode 100644 examples/merge/parser.hpp diff --git a/Makefile b/Makefile index c01cc8eb77bcf..7d1d5c83da4ba 100644 --- a/Makefile +++ b/Makefile @@ -705,7 +705,7 @@ quantize: examples/quantize/quantize.cpp build-info.o ggml. $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) -merge: examples/merge/merge.cpp build-info.o ggml.o llama.o $(OBJS) +merge: examples/merge/merge.cpp examples/merge/parser.hpp build-info.o ggml.o llama.o $(OBJS) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) diff --git a/examples/merge/CMakeLists.txt b/examples/merge/CMakeLists.txt index 93df1a64358f3..787ea86c34722 100644 --- a/examples/merge/CMakeLists.txt +++ b/examples/merge/CMakeLists.txt @@ -1,5 +1,5 @@ set(TARGET merge) -add_executable(${TARGET} merge.cpp) +add_executable(${TARGET} merge.cpp parser.hpp) install(TARGETS ${TARGET} RUNTIME) target_link_libraries(${TARGET} PRIVATE llama build_info ${CMAKE_THREAD_LIBS_INIT}) target_include_directories(${TARGET} PRIVATE ../../common) diff --git a/examples/merge/config.example.csv b/examples/merge/config.example.csv deleted file mode 100644 index 23681bf08cef7..0000000000000 --- a/examples/merge/config.example.csv +++ /dev/null @@ -1,32 +0,0 @@ -0,0.1,0,0.9 -1,0.1,1,0.9 -2,0.1,2,0.9 -3,0.1,3,0.9 -4,0.1,4,0.9 -5,0.1,5,0.9 -6,0.1,6,0.9 -7,0.1,7,0.9 -8,0.1,8,0.9 -9,0.1,9,0.9 -10,0.5,10,0.5 -11,0.5,11,0.5 -12,0.5,12,0.5 -13,0.5,13,0.5 -14,0.5,14,0.5 -15,0.5,15,0.5 -16,0.5,16,0.5 -17,0.5,17,0.5 -18,0.5,18,0.5 -19,0.5,19,0.5 -20,0.5,20,0.5 -21,0.5,21,0.5 -22,0.5,22,0.5 -23,0.5,23,0.5 -24,0.5,24,0.5 -25,0.5,25,0.5 -26,0.5,26,0.5 -27,0.5,27,0.5 -28,0.5,28,0.5 -29,0.5,29,0.5 -20,0.5,20,0.5 -31,0.5,31,0.5 \ No newline at end of file diff --git a/examples/merge/config.example.txt b/examples/merge/config.example.txt new file mode 100644 index 0000000000000..631fd4c5068e4 --- /dev/null +++ b/examples/merge/config.example.txt @@ -0,0 +1,38 @@ +# GGUF merge instructions +# +# Lines start with "#" will be comment +# Empty lines will be ignored +# The "output layer" instruction is to add a new layer for output model +# Merge instruction is in format: target (space) verb (space) parameters +# Supported verbs: +# - linear: merge linearly, parameters: source_layer,source_layer,t +# - slerp: spherical linear interpolation, parameters: source_layer,source_layer,scale,scale +# - repeat: repeat a layer in the same output model (to reduce file size) +# +# For example: +# +# This is the first layer of output model: +# For all tensors, we want slerp(model[0].layer[0], model[1].layer[0], 0.1) +# Except for "attn_output" tensor that we want t=0.5 instead t=0.1 + +output layer 0 +all slerp 0,0,0.9 +attn_output slerp 0,0,0.9 + +# For next layer, we want: model[0].layer[1]*0.6 + model[1].layer[1]*0.4 +# Except for "attn_output" tensor that we want to use slerp with t=0.9 + +output layer 1 +all linear 1,1,0.6,0.4 +attn_output slerp 1,1,0.9 + +output layer 2 +all linear 2,2,1.0,0.0 + +# repeat the first layers defined earlier in this file + +output layer 3 +all repeat 0 + +output layer 4 +all repeat 1 diff --git a/examples/merge/merge.cpp b/examples/merge/merge.cpp index d178d82bfaafe..06b8de486f4ff 100644 --- a/examples/merge/merge.cpp +++ b/examples/merge/merge.cpp @@ -1,5 +1,6 @@ #include "common.h" #include "llama.h" +#include "parser.hpp" #include #include @@ -10,10 +11,14 @@ #include #include +static const size_t n_models = 2; // hard-limited to 2 input models for now + struct merge_params { - std::string config_path = "merge.csv"; + std::string config_path = "config.txt"; std::vector model_paths; std::string output_path = "ggml-merged-f16.gguf"; + bool only_list_tensors_name = false; + bool dry_run = false; }; [[noreturn]] @@ -21,21 +26,11 @@ static void usage(const char * executable, int exit_code) { struct merge_params defaults; printf("usage: %s -c CONFIG_FILE -o OUTPUT_FILE -m MODEL_PATH -m MODEL_PATH ...\n\n", executable); printf("\n"); - printf("Merging 2 models and change layers configuration.\n"); - printf("Merge config format is CSV, without header, one line represents one layer of the output model, columns in the order below:\n"); - printf("- Model A layer\n"); - printf("- Model A scale\n"); - printf("- Model B layer\n"); - printf("- Model B scale\n"); - printf("- ...\n"); - printf("\n"); - printf("For example:\n"); - printf("0,1.0,0,0.0 meaning: output layer 0 = A[0]*1.0 + B[0]*0.0\n"); - printf("0,1.0,0,0.0 meaning: output layer 1 = A[0]*1.0 + B[0]*0.0\n"); - printf("1,0.0,2,0.0 meaning: output layer 2 = A[1]*0.0 + B[2]*0.0\n"); - printf("2,0.5,1,0.5 meaning: output layer 3 = A[2]*0.5 + B[1]*0.5\n"); + printf("Merging multiple models, inspired by mergekit.\n"); + printf("For more details, see \"config.example.txt\" file.\n"); printf("\n"); printf("NOTE:\n"); + printf("- Only support merging 2 models.\n"); printf("- The embedding and output layers of the first model will be used.\n"); printf("- Currently, we accept both quantized and non-quantized models as input. The output model will be re-quantized into the same format of the first model.\n"); printf("\n"); @@ -44,64 +39,13 @@ static void usage(const char * executable, int exit_code) { printf(" -c, --config CONFIG_FILE Path to config file, in CSV format (default: %s)\n", defaults.config_path.c_str()); printf(" -m, --model MODEL_PATH Path to model. This option can be repeated multiple times and must be specified in the right order.\n"); printf(" -o, --output OUTPUT_FILE Path to the output model (default: %s)\n", defaults.output_path.c_str()); + printf(" --dry-run Only print out list of parsed and exit, useful for debugging\n"); + printf(" --print-list-tensor Only print out list of tensors of the input model, useful for debugging (only one model is accepted)\n"); printf("\n"); - printf("Example: ./merge -c config.csv -o output.gguf -m model_a.gguf -m model_b.gguf\n"); + printf("Example: ./merge -c config.txt -o output.gguf -m model_a.gguf -m model_b.gguf\n"); exit(exit_code); } -inline std::vector str_split(std::string str, const std::string & delimiter) { - size_t pos = 0; - std::string token; - std::vector output; - while ((pos = str.find(delimiter)) != std::string::npos) { - token = str.substr(0, pos); - output.push_back(token); - str.erase(0, pos + delimiter.length()); - } - output.push_back(str); // the rest - return output; -} - -static std::vector parse_config(std::string & config_path, size_t n_models, std::vector & buf_srcs, std::vector & buf_scales) { - // read file - std::ifstream file(config_path); - if (!file.is_open()) { - throw std::runtime_error("Unable to open file merge config file"); - } - std::ostringstream content; - content << file.rdbuf(); // Read the entire file into the stringstream - file.close(); - - // allocate memory - auto lines = str_split(content.str(), "\n"); - buf_srcs.resize(lines.size()*n_models); - buf_scales.resize(lines.size()*n_models); - - // process line by line, one line is one layer - std::cout << "Parsing configurations:\n"; - std::vector layers; - for (size_t i_layer = 0; i_layer < lines.size(); i_layer++) { - std::cout << "- Layer " << i_layer << " =" << std::flush; - auto columns = str_split(lines[i_layer], ","); - if (columns.size() != n_models*2) { - std::stringstream ss; - ss << "error: line " << i_layer+1 << " is malformed. Expect to have exactly " << n_models*2 << " columns, but got " << columns.size() << " columns"; - throw std::runtime_error(ss.str()); - } - int * srcs = buf_srcs.data() + i_layer*n_models; - float * scales = buf_scales.data() + i_layer*n_models; - for (size_t i_model = 0; i_model < n_models; i_model++) { - srcs[i_model] = std::stoi(columns[i_model*2]); - scales[i_model] = std::stof(columns[i_model*2 + 1]); - // debug message - std::cout << " + model[" << i_model << "].layer[" << srcs[i_model] << "]*" << scales[i_model] << std::flush; - } - layers.push_back(llama_merge_layer{srcs, scales, -1}); - std::cout << "\n"; - } - return layers; -} - int main(int argc, char ** argv) { bool invalid_param = false; struct merge_params params; @@ -129,37 +73,54 @@ int main(int argc, char ** argv) { break; } params.output_path = argv[i]; + } else if (arg == "--print-list-tensor") { + params.only_list_tensors_name = true; + } else if (arg == "--dry-run") { + params.dry_run = true; } } try { if (invalid_param) { + usage(argv[0], 1); throw std::invalid_argument("error: invalid parameter for argument: " + arg); - } else if (params.model_paths.size() < 2) { + } else if (!params.only_list_tensors_name && params.model_paths.size() < 2) { throw std::invalid_argument("error: require at least 2 models"); } - // buffers to hold allocated data - std::vector buf_srcs; - std::vector buf_scales; + if (params.only_list_tensors_name) { + if (params.model_paths.size() != 1) { + throw std::invalid_argument("error: we can only list tensors of one single model"); + } + print_model_tensors_name(params.model_paths[0]); + return 0; // exit now + } + + size_t n_layers = 0; + auto instructions = parse_config(params.config_path, params.model_paths[0], n_layers); + + if (params.dry_run) { + return 0; + } - auto layers = parse_config(params.config_path, params.model_paths.size(), buf_srcs, buf_scales); std::vector p_model_paths; for (auto & m : params.model_paths) { p_model_paths.push_back(m.data()); } - const struct llama_merge_config config{ - p_model_paths.data(), - p_model_paths.size(), - layers.data(), - layers.size(), - params.output_path.data(), + struct llama_merge_config config{ + { + params.model_paths[0].c_str(), + params.model_paths[1].c_str(), + }, + instructions.data(), + instructions.size(), + n_layers, + params.output_path.c_str(), }; llama_merge_models(&config); } catch (const std::exception & ex) { std::cerr << ex.what() << "\n\n"; - usage(argv[0], 1); } return 0; diff --git a/examples/merge/parser.hpp b/examples/merge/parser.hpp new file mode 100644 index 0000000000000..356c20250c515 --- /dev/null +++ b/examples/merge/parser.hpp @@ -0,0 +1,269 @@ +#include "common.h" +#include "llama.h" + +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include + +// trim whitespace from the beginning and end of a string +static std::string str_trim(const std::string & str) { + size_t start = 0; + size_t end = str.size(); + while (start < end && isspace(str[start])) { + start += 1; + } + while (end > start && isspace(str[end - 1])) { + end -= 1; + } + return str.substr(start, end - start); +} + +inline std::vector str_split(std::string str, const std::string & delimiter) { + size_t pos = 0; + std::string token; + std::vector output; + while ((pos = str.find(delimiter)) != std::string::npos) { + token = str.substr(0, pos); + output.push_back(token); + str.erase(0, pos + delimiter.length()); + } + output.push_back(str); // the rest + return output; +} + +///////////////////////////////// + +// dump a list of tensor name of the input model +static std::vector get_list_tensors_name(std::string & model_path) { + llama_model_params model_params = llama_model_default_params(); + llama_model * model = llama_load_model_from_file(model_path.c_str(), model_params); + size_t n_tensors = llama_get_all_tensors_name(model, nullptr, 0); + std::vector list(n_tensors, nullptr); + llama_get_all_tensors_name(model, list.data(), list.size()); + // copy the result + std::vector results; + for (auto & name : list) { + results.push_back(std::string(name)); + } + llama_free_model(model); + return results; +} + +static void print_model_tensors_name(std::string & model_path) { + auto tensors = get_list_tensors_name(model_path); + std::cout << "\n\n===================\n"; + std::cout << "Total number of tensors: " << tensors.size() << "\n"; + std::vector list(tensors.size(), nullptr); + for (size_t i = 0; i < tensors.size(); i++) { + char buf[128]; + sprintf(buf, "%4ld: %s", i, tensors[i].c_str()); + std::cout << buf << "\n"; + } +} + +///////////////////////////////// + +// get layer index from tensor name, for example "blk.x.attn_norm.weight" +// returns -1 if it is non-layer +static int get_i_layer(std::string tensor_name) { + int i_layer = -1; + return sscanf(tensor_name.c_str(), "blk.%d.", &i_layer) == 1 ? i_layer : -1; +}; + +static void print_inst(struct llama_merge_inst inst) { + std::cout << "Output: " << inst.name << "\n"; + switch (inst.method) { + case LLAMA_MERGE_LINEAR: + std::cout << " Linear\n"; + std::cout << " Model A: " << inst.scales[0] << " * " << inst.srcs[0] << "\n"; + std::cout << " Model B: " << inst.scales[1] << " * " << inst.srcs[1] << "\n"; + break; + case LLAMA_MERGE_SLERP: + std::cout << " SLERP\n"; + std::cout << " t=" << inst.t << "\n"; + std::cout << " Model A: " << inst.srcs[0] << "\n"; + std::cout << " Model B: " << inst.srcs[1] << "\n"; + break; + case LLAMA_MERGE_COPY: + std::cout << " Copy from model A: "<< inst.srcs[0] << "\n"; + break; + case LLAMA_MERGE_REPEAT: + std::cout << " Repeat from output model: " << inst.srcs[0] << "\n"; + break; + default: + break; + } +} + +static std::vector parse_config(std::string & config_path, std::string & model_path, size_t & n_layers) { + std::vector instructions; + + // read file + std::ifstream file(config_path); + if (!file.is_open()) { + throw std::runtime_error("Unable to open file merge config file"); + } + std::ostringstream content; + content << file.rdbuf(); // Read the entire file into the stringstream + auto lines = str_split(content.str(), "\n"); + file.close(); + + // get list of input tensors + auto inp_names = get_list_tensors_name(model_path); + std::set units; // name of units, for example "attn_output" + for (auto & name : inp_names) { + int il = get_i_layer(name); + if (il < 0) { + // non-layer, only copy + struct llama_merge_inst ins; + ins.method = LLAMA_MERGE_COPY; + strcpy(ins.name, name.c_str()); + strcpy(ins.srcs[0], name.c_str()); + instructions.push_back(ins); + } else { + // tensor belong to layer + auto parts = str_split(name, "."); + units.insert(parts[2]); + } + } + + std::cout << "List of units:\n"; + for (auto & u : units) std::cout << u << "\n"; + std::cout << "\n"; + + // process line by line, one line is one layer + std::unordered_map layer; // map tensor name to instruction + bool is_layer_empty = true; + int i_layer = -1; + auto get_tensor_name = [&](int layer, std::string unit) { + return "blk." + std::to_string(layer) + "." + unit + ".weight"; + }; + auto push_output_layer = [&]() { + if (!is_layer_empty) { + for (auto & it : layer) { + instructions.push_back(it.second); + } + } + layer.clear(); + is_layer_empty = true; + }; + auto new_output_layer = [&]() { + layer.clear(); + for (auto & u : units) { + struct llama_merge_inst ins; + strcpy(ins.name, get_tensor_name(i_layer, u).c_str()); + layer[u] = ins; + } + }; + + auto raise_err = [&](size_t i_line, std::string message) { + std::stringstream ss; + ss << "Parse error: (line " << i_line + 1 << ") " << message; + throw std::runtime_error(ss.str()); + }; + + for (size_t i_line = 0 ; i_line < lines.size(); i_line++) { + auto line = str_trim(lines[i_line]); + if (line.empty() || line.c_str()[0] == '#') { + continue; // skip empty line or comment + } + + auto parts = str_split(line, " "); + if (parts.size() != 3) { + raise_err(i_line, "does not follow format: \"target (space) verb (space) arguments\""); + } + + auto target = parts[0]; + auto verb = parts[1]; + auto params = str_split(parts[2], ","); + + if (target == "output" && verb == "layer") { + int il_curr = std::stoi(params[0]); + if (i_layer + 1 != il_curr) { + raise_err(i_line, "new layer number must be (last layer number + 1)"); + } + push_output_layer(); + i_layer = il_curr; + new_output_layer(); + continue; + } + + auto linear = [&](struct llama_merge_inst & ins, std::string unit) { + if (params.size() != 4) { + raise_err(i_line, "verb \"linear\" requires exactly 4 params"); + } + ins.method = LLAMA_MERGE_LINEAR; + int src0 = std::stoi(params[0]); + int src1 = std::stoi(params[1]); + strcpy(ins.srcs[0], get_tensor_name(src0, unit).c_str()); + strcpy(ins.srcs[1], get_tensor_name(src1, unit).c_str()); + ins.scales[0] = std::stof(params[2]); + ins.scales[1] = std::stof(params[3]); + is_layer_empty = false; + }; + + auto slerp = [&](struct llama_merge_inst & ins, std::string unit) { + if (params.size() != 3) { + raise_err(i_line, "verb \"slerp\" requires exactly 3 params"); + } + ins.method = LLAMA_MERGE_SLERP; + int src0 = std::stoi(params[0]); + int src1 = std::stoi(params[1]); + strcpy(ins.srcs[0], get_tensor_name(src0, unit).c_str()); + strcpy(ins.srcs[1], get_tensor_name(src1, unit).c_str()); + ins.t = std::stof(params[2]); + is_layer_empty = false; + }; + + auto repeat = [&](struct llama_merge_inst & ins, std::string unit) { + if (params.size() != 1) { + raise_err(i_line, "verb \"repeat\" requires exactly 1 param"); + } + ins.method = LLAMA_MERGE_REPEAT; + int src0 = std::stoi(params[0]); + strcpy(ins.srcs[0], get_tensor_name(src0, unit).c_str()); + is_layer_empty = false; + }; + + auto apply_verb = [&](struct llama_merge_inst & ins, std::string unit) { + if (verb == "linear") { + linear(ins, unit); + } else if (verb == "slerp") { + slerp(ins, unit); + } else if (verb == "repeat") { + repeat(ins, unit); + } else { + raise_err(i_line, "invalid verb: " + verb); + } + }; + + if (target == "all") { + for (auto & u : units) { + apply_verb(layer[u], u); + } + } else { + if (units.find(target) == units.end()) { + raise_err(i_line, "unit " + target + " does not exist"); + } + apply_verb(layer[target], target); + } + } + push_output_layer(); + n_layers = i_layer + 1; + + // print all parsed instructions + std::cout << "Parsed instructions:\n"; + for (auto & ins : instructions) { + print_inst(ins); + } + std::cout << "---\n" << "Total output layers: " << n_layers << "\n"; + + return instructions; +} diff --git a/llama.cpp b/llama.cpp index de058bb6ba57f..e77a1380602ce 100644 --- a/llama.cpp +++ b/llama.cpp @@ -11358,7 +11358,7 @@ int32_t llama_merge_models(const struct llama_merge_config * config) { #else constexpr bool use_mmap = false; #endif - +/* // std::move doesn't work with llama_model and llama_model_loader, why? std::vector> models; std::vector> mls; @@ -11610,6 +11610,7 @@ int32_t llama_merge_models(const struct llama_merge_config * config) { } clean_up(); +*/ return 0; } @@ -12479,6 +12480,18 @@ uint64_t llama_model_n_params(const struct llama_model * model) { return nparams; } +int32_t llama_get_all_tensors_name(struct llama_model * model, const char ** name_arr, size_t arr_size) { + size_t i = 0; + for (const auto & it : model->tensors_by_name) { + if (i == arr_size) { + break; + } + name_arr[i] = it.first.c_str(); + i++; + } + return model->tensors_by_name.size(); +} + struct ggml_tensor * llama_get_model_tensor(struct llama_model * model, const char * name) { auto it = std::find_if(model->tensors_by_name.begin(), model->tensors_by_name.end(), [name](const std::pair & it) { diff --git a/llama.h b/llama.h index 068de41926a98..a6fb7b8fa7646 100644 --- a/llama.h +++ b/llama.h @@ -327,18 +327,30 @@ extern "C" { const char * content; } llama_chat_message; - // used to merge models - struct llama_merge_layer { - const int * srcs; // contains n_models elements, if nullptr then we reuse other layer - const float * scales; // contains n_models elements, if nullptr then we reuse other layer - const int i_layer_reuse; // if != -1, then reuse earlier layer in the model to reduce output size + enum llama_merge_method { + LLAMA_MERGE_LINEAR, + LLAMA_MERGE_SLERP, + LLAMA_MERGE_REPEAT, + LLAMA_MERGE_COPY, }; + // instruction for merging tensors (model merge) + struct llama_merge_inst { + char name[GGML_MAX_NAME]; // name of output tensor + enum llama_merge_method method; + // we only support 2 models for now + char srcs[2][GGML_MAX_NAME]; // name of input tensors + float scales[2]; // for linear method + float t; // for slerp method + }; + + // merge models struct llama_merge_config { - const char ** model_paths; - const size_t n_models; - const struct llama_merge_layer * layers; - const size_t n_layers; + // we only support 2 models for now + const char * model_paths[2]; + const struct llama_merge_inst * insts; + const size_t n_insts; + const size_t n_layers; // number of output layers const char * output_path; }; @@ -420,6 +432,9 @@ extern "C" { // Returns the total number of parameters in the model LLAMA_API uint64_t llama_model_n_params(const struct llama_model * model); + // Get a list of model tensor name, returns number of elements + LLAMA_API int32_t llama_get_all_tensors_name(struct llama_model * model, const char ** name_arr, size_t arr_size); + // Get a llama model tensor LLAMA_API struct ggml_tensor * llama_get_model_tensor(struct llama_model * model, const char * name); @@ -429,6 +444,7 @@ extern "C" { const char * fname_out, const llama_model_quantize_params * params); + // Merge multiple models, inspired by mergekit LLAMA_API int32_t llama_merge_models( const struct llama_merge_config * config); From a032bb6ca2647455def1173d06e2afd342d76dc1 Mon Sep 17 00:00:00 2001 From: ngxson Date: Sun, 3 Mar 2024 18:04:48 +0100 Subject: [PATCH 15/16] self merge ok --- examples/merge/config.example.txt | 107 ++++++++++++-- examples/merge/parser.hpp | 38 ++++- llama.cpp | 236 +++++++++++++++--------------- llama.h | 4 +- 4 files changed, 248 insertions(+), 137 deletions(-) diff --git a/examples/merge/config.example.txt b/examples/merge/config.example.txt index 631fd4c5068e4..d2ec9f2329b6b 100644 --- a/examples/merge/config.example.txt +++ b/examples/merge/config.example.txt @@ -7,17 +7,19 @@ # Supported verbs: # - linear: merge linearly, parameters: source_layer,source_layer,t # - slerp: spherical linear interpolation, parameters: source_layer,source_layer,scale,scale -# - repeat: repeat a layer in the same output model (to reduce file size) -# -# For example: -# +# - copy: copy from which model, which layer + + +######################### +# Example: + # This is the first layer of output model: # For all tensors, we want slerp(model[0].layer[0], model[1].layer[0], 0.1) # Except for "attn_output" tensor that we want t=0.5 instead t=0.1 output layer 0 -all slerp 0,0,0.9 -attn_output slerp 0,0,0.9 +all slerp 0,0,0.1 +attn_output slerp 0,0,0.5 # For next layer, we want: model[0].layer[1]*0.6 + model[1].layer[1]*0.4 # Except for "attn_output" tensor that we want to use slerp with t=0.9 @@ -26,13 +28,96 @@ output layer 1 all linear 1,1,0.6,0.4 attn_output slerp 1,1,0.9 -output layer 2 -all linear 2,2,1.0,0.0 +# For next layer, we want to copy from model[0].layer[2] -# repeat the first layers defined earlier in this file +output layer 2 +all copy 0,2 output layer 3 -all repeat 0 +all copy 0,3 + +# For next layer, we want to copy from model[1].layer[4] output layer 4 -all repeat 1 +all copy 1,4 + +output layer 5 +all copy 1,5 + +output layer 6 +all linear 6,6,0.1,0.9 + +output layer 7 +all linear 7,7,0.1,0.9 + +output layer 8 +all linear 8,8,0.1,0.9 + +output layer 9 +all linear 9,9,0.1,0.9 + +output layer 10 +all linear 10,10,0.1,0.9 + +output layer 11 +all linear 11,11,0.1,0.9 + +output layer 12 +all linear 12,12,0.1,0.9 + +output layer 13 +all linear 13,13,0.3333,0.6666 + +output layer 14 +all linear 14,14,0.3333,0.6666 + +output layer 15 +all linear 15,15,0.3333,0.6666 + +output layer 16 +all linear 16,16,0.3333,0.6666 + +output layer 17 +all linear 17,17,0.3333,0.6666 + +output layer 18 +all linear 18,18,0.3333,0.6666 + +output layer 19 +all linear 19,19,0.3333,0.6666 + +output layer 20 +all slerp 20,20,0.8 + +output layer 21 +all slerp 21,21,0.8 + +output layer 22 +all slerp 22,22,0.8 + +output layer 23 +all slerp 23,23,0.8 + +output layer 24 +all slerp 24,24,0.8 + +output layer 25 +all slerp 25,25,0.8 + +output layer 26 +all slerp 26,26,0.8 + +output layer 27 +all slerp 27,27,0.8 + +output layer 28 +all slerp 28,28,0.8 + +output layer 29 +all slerp 29,29,0.8 + +output layer 30 +all slerp 30,30,0.8 + +output layer 31 +all slerp 31,31,0.8 diff --git a/examples/merge/parser.hpp b/examples/merge/parser.hpp index 356c20250c515..64f7d0e607887 100644 --- a/examples/merge/parser.hpp +++ b/examples/merge/parser.hpp @@ -125,7 +125,8 @@ static std::vector parse_config(std::string & config_pa struct llama_merge_inst ins; ins.method = LLAMA_MERGE_COPY; strcpy(ins.name, name.c_str()); - strcpy(ins.srcs[0], name.c_str()); + strcpy(ins.srcs[0], name.c_str()); // always take the first model + strcpy(ins.srcs[1], ""); instructions.push_back(ins); } else { // tensor belong to layer @@ -177,7 +178,7 @@ static std::vector parse_config(std::string & config_pa auto parts = str_split(line, " "); if (parts.size() != 3) { - raise_err(i_line, "does not follow format: \"target (space) verb (space) arguments\""); + raise_err(i_line, "does not follow format: \"target (space) verb (space) parameters\""); } auto target = parts[0]; @@ -197,7 +198,7 @@ static std::vector parse_config(std::string & config_pa auto linear = [&](struct llama_merge_inst & ins, std::string unit) { if (params.size() != 4) { - raise_err(i_line, "verb \"linear\" requires exactly 4 params"); + raise_err(i_line, "verb \"linear\" requires exactly 4 parameters"); } ins.method = LLAMA_MERGE_LINEAR; int src0 = std::stoi(params[0]); @@ -211,7 +212,7 @@ static std::vector parse_config(std::string & config_pa auto slerp = [&](struct llama_merge_inst & ins, std::string unit) { if (params.size() != 3) { - raise_err(i_line, "verb \"slerp\" requires exactly 3 params"); + raise_err(i_line, "verb \"slerp\" requires exactly 3 parameters"); } ins.method = LLAMA_MERGE_SLERP; int src0 = std::stoi(params[0]); @@ -222,14 +223,33 @@ static std::vector parse_config(std::string & config_pa is_layer_empty = false; }; - auto repeat = [&](struct llama_merge_inst & ins, std::string unit) { + /*auto repeat = [&](struct llama_merge_inst & ins, std::string unit) { if (params.size() != 1) { - raise_err(i_line, "verb \"repeat\" requires exactly 1 param"); + raise_err(i_line, "verb \"repeat\" requires exactly 1 parameter"); } ins.method = LLAMA_MERGE_REPEAT; int src0 = std::stoi(params[0]); strcpy(ins.srcs[0], get_tensor_name(src0, unit).c_str()); is_layer_empty = false; + };*/ + + auto copy = [&](struct llama_merge_inst & ins, std::string unit) { + if (params.size() != 2) { + raise_err(i_line, "verb \"copy\" requires exactly 2 parameters"); + } + ins.method = LLAMA_MERGE_COPY; + int model = std::stoi(params[0]); + int layer = std::stoi(params[1]); + if (model == 0) { + strcpy(ins.srcs[0], get_tensor_name(layer, unit).c_str()); + strcpy(ins.srcs[1], ""); + } else if (model == 1) { + strcpy(ins.srcs[0], ""); + strcpy(ins.srcs[1], get_tensor_name(layer, unit).c_str()); + } else { + raise_err(i_line, "can only copy from model 0 or 1"); + } + is_layer_empty = false; }; auto apply_verb = [&](struct llama_merge_inst & ins, std::string unit) { @@ -238,12 +258,16 @@ static std::vector parse_config(std::string & config_pa } else if (verb == "slerp") { slerp(ins, unit); } else if (verb == "repeat") { - repeat(ins, unit); + // repeat(ins, unit); + raise_err(i_line, "repeat is currently not supported"); + } else if (verb == "copy") { + copy(ins, unit); } else { raise_err(i_line, "invalid verb: " + verb); } }; + // TODO: what if user does not use "all"? we may miss some tensors? if (target == "all") { for (auto & u : units) { apply_verb(layer[u], u); diff --git a/llama.cpp b/llama.cpp index e77a1380602ce..102657ac95600 100644 --- a/llama.cpp +++ b/llama.cpp @@ -11358,14 +11358,12 @@ int32_t llama_merge_models(const struct llama_merge_config * config) { #else constexpr bool use_mmap = false; #endif -/* // std::move doesn't work with llama_model and llama_model_loader, why? std::vector> models; std::vector> mls; std::vector> buf_in; std::vector> buf_out; std::set ref_names; // list of ref_name per layer - int max_input_layers = 0; // number of layers that the input model has std::vector output_tensors; // output file @@ -11373,21 +11371,6 @@ int32_t llama_merge_models(const struct llama_merge_config * config) { std::ofstream fout(config->output_path, std::ios::binary); fout.exceptions(std::ofstream::failbit); // fail fast on write errors - // get layer index from tensor name, for example "blk.x.attn_norm.weight" - // returns -1 if it is non-layer - auto get_i_layer = [&](std::string tensor_name) -> int { - int i_layer = -1; - return sscanf(tensor_name.c_str(), "blk.%d.", &i_layer) == 1 ? i_layer : -1; - }; - - // get new tensor name by i_layer and ref_name, for example "blk.x.attn_norm.weight" - auto get_name = [&](int i_layer, std::string ref_name) -> std::string { - ref_name.erase(0, ref_name.find(".", 4)); // delete the "blk.x" part - std::stringstream ss; - ss << "blk." << i_layer << ref_name; - return ss.str(); - }; - // remember to call before exit auto clean_up = [&]() { fout.close(); @@ -11398,7 +11381,8 @@ int32_t llama_merge_models(const struct llama_merge_config * config) { }; // load the input models - for (size_t i = 0; i < config->n_models; i++) { + static const size_t n_models = 2; + for (size_t i = 0; i < n_models; i++) { auto model = std::unique_ptr(new llama_model()); auto ml = std::unique_ptr(new llama_model_loader(config->model_paths[i], use_mmap, NULL)); ml->init_mapping(false); @@ -11415,6 +11399,12 @@ int32_t llama_merge_models(const struct llama_merge_config * config) { mls.push_back(std::move(ml)); } + // for verb copy, we want to get the source tensor + auto get_src_tensor_for_copy = [&](const struct llama_merge_inst ins, size_t & i_model) { + i_model = std::string(ins.srcs[0]).empty() ? 1 : 0; + return mls[i_model]->get_tensor_meta(ins.srcs[i_model]); + }; + // construct metadata { // copy the KV pairs from the input file @@ -11424,42 +11414,60 @@ int32_t llama_merge_models(const struct llama_merge_config * config) { std::stringstream ss; ss << mls[0]->get_arch_name() << ".block_count"; gguf_set_val_u32(ctx_out, ss.str().c_str(), config->n_layers); - printf("====> Set new value of %s = %ld\n", ss.str().c_str(), config->n_layers); - - // read input layers, process firstly non-layer tensors (embedding, output,...) - for (int i = 0; i < mls[0]->n_tensors; i++) { - struct ggml_tensor * meta = mls[0]->get_tensor_meta(i); - int i_layer = get_i_layer(ggml_get_name(meta)); - if (i_layer < 0) { - // populate data for non-layer tensors (embedding, output,...) - struct ggml_tensor * out_tensor = (struct ggml_tensor *) malloc(GGML_TENSOR_SIZE); - memcpy(out_tensor, meta, GGML_TENSOR_SIZE); // copy metadata (shape, type,...) - gguf_add_tensor(ctx_out, out_tensor); - output_tensors.push_back(out_tensor); - } else { - max_input_layers = std::max(i_layer, max_input_layers); - if (i_layer == 0) { - // only extract names of one layer, assuming all layers have the same structure - ref_names.insert(ggml_get_name(meta)); + LLAMA_LOG_INFO("====> Set new value of %s = %ld\n", ss.str().c_str(), config->n_layers); + + // populate metadata for output tensors + auto push_tensor = [&](struct ggml_tensor * ref, const char * name) { + struct ggml_tensor * out_tensor = (struct ggml_tensor *) malloc(GGML_TENSOR_SIZE); + if (ref != nullptr) { + // copy metadata (shape, type,...) + memcpy(out_tensor, ref, GGML_TENSOR_SIZE); + } + ggml_set_name(out_tensor, name); + gguf_add_tensor(ctx_out, out_tensor); + output_tensors.push_back(out_tensor); + }; + for (size_t i = 0; i < config->n_insts; i++) { + const struct llama_merge_inst ins = config->insts[i]; + struct ggml_tensor * t0; + struct ggml_tensor * t1; + // TODO: reject non-requantize-able type (one that requires imatrix) + if (ins.method == LLAMA_MERGE_COPY) { + // simply copy from model A + size_t i_model; + t0 = get_src_tensor_for_copy(ins, i_model); + push_tensor(t0, ins.name); + } else if (ins.method == LLAMA_MERGE_LINEAR || ins.method == LLAMA_MERGE_SLERP) { + t0 = mls[0]->get_tensor_meta(ins.srcs[0]); + t1 = mls[1]->get_tensor_meta(ins.srcs[1]); + if (llama_format_tensor_shape(t0) != llama_format_tensor_shape(t1)) { + LLAMA_LOG_ERROR("some tensors does not have the same shape"); + clean_up(); + return -1; } + push_tensor(t0, ins.name); + } else if (ins.method == LLAMA_MERGE_REPEAT) { + // TODO: in theory, we can point 2 tensors to the same offset, but here we're unable to do that, because offset is currently managed by gguf_add_tensor() + GGML_ASSERT(false); + /*int idx = nullptr; + std::string search_tensor(ins.srcs[0]); + for (auto & tensor : output_tensors) { + if (std::string(ggml_get_name(tensor)) == search_tensor) { + t0 = tensor; + break; + } + } + if (t0 == nullptr) { + LLAMA_LOG_ERROR("cannot find source tensor to repeat"); + clean_up(); + return -1; + } + push_tensor(t0, ins.name);*/ + } else { + GGML_ASSERT(false); // should never happen } } - // populate layers metadata for output model - for (size_t i_layer = 0; i_layer < config->n_layers; i_layer++) { - for (auto & ref_name : ref_names) { - // create new tensor, because new model may have more tensors than input model - struct ggml_tensor * out_tensor = (struct ggml_tensor *) malloc(GGML_TENSOR_SIZE); - struct ggml_tensor * ref_tensor = mls[0]->get_tensor_meta(ref_name.c_str()); // get ref tensor from layer 0 - memcpy(out_tensor, ref_tensor, GGML_TENSOR_SIZE); // copy metadata (shape, type,...) - ggml_set_name(out_tensor, get_name(i_layer, ref_name).c_str()); // set the correct name (with correct i_layer) - output_tensors.push_back(out_tensor); - gguf_add_tensor(ctx_out, out_tensor); - // TODO: reject non-requantize-able type (one that requires imatrix) - } - // TODO: how to reuse tensor (duplicated layers)? we can play with ctx->infos[tensor_idx].offset - } - const size_t meta_size = gguf_get_meta_size(ctx_out); LLAMA_LOG_INFO("%s: meta size = %zu bytes\n", __func__, meta_size); @@ -11481,8 +11489,11 @@ int32_t llama_merge_models(const struct llama_merge_config * config) { }; size_t n_done = 0; - size_t n_curr = 0; - auto log_step = [&](const struct ggml_tensor * tensor) { + auto write_output_tensor = [&](const struct ggml_tensor * tensor, void * data) { + // write tensor data + padding + const size_t len = ggml_nbytes(tensor); + fout.write((const char *) data, len); + zeros(fout, GGML_PAD(len, GGUF_DEFAULT_ALIGNMENT) - len); n_done++; LLAMA_LOG_INFO("[%4ld/%4ld] %36s - [%s], input type = %6s\n", n_done, output_tensors.size(), @@ -11491,84 +11502,82 @@ int32_t llama_merge_models(const struct llama_merge_config * config) { ggml_type_name(tensor->type)); }; - // process non-layer output tensor - for (auto & out_tensor : output_tensors) { - std::string name = ggml_get_name(out_tensor); - int i_layer_out = get_i_layer(name.c_str()); - std::vector> buf; - if (i_layer_out >= 0) { - continue; - } - n_curr++; - struct ggml_tensor * in_tensor = mls[0]->get_tensor_meta(name.c_str()); - if (in_tensor == nullptr) { - LLAMA_LOG_ERROR("Cannot find layer name %s from base model\n", name.c_str()); - clean_up(); - return -1; - } - read_tensor_data(in_tensor, *mls[0], buf); // read from first model - - // write tensor data + padding - const size_t write_size = ggml_nbytes(out_tensor); - fout.write((const char *) in_tensor->data, write_size); - zeros(fout, GGML_PAD(write_size, GGUF_DEFAULT_ALIGNMENT) - write_size); - log_step(out_tensor); - } - // TODO: allow user to set n_threads const int n_threads = std::thread::hardware_concurrency(); std::vector workers; workers.reserve(n_threads); - // process tensors associated to layer - for (auto & out_tensor : output_tensors) { + // process instruction one by one + GGML_ASSERT(config->n_insts == output_tensors.size()); + for (size_t i = 0; i < config->n_insts; i++) { + const struct llama_merge_inst ins = config->insts[i]; + struct ggml_tensor * t0; + struct ggml_tensor * t1; + struct ggml_tensor * out_tensor = output_tensors[i]; const size_t n_elements = ggml_nelements(out_tensor); - std::vector> in_buf; - std::vector> f32_in_buf; // dequant it internally + std::vector> in_buf0; + std::vector> f32_in_buf0; // dequant it internally + std::vector> in_buf1; + std::vector> f32_in_buf1; // dequant it internally std::vector f32_out_buf(n_elements, 0.0); // do not resize! std::vector out_buf(ggml_nbytes(out_tensor)); // do not resize! - std::string out_name = ggml_get_name(out_tensor); - int i_layer_out = get_i_layer(out_name.c_str()); - auto layer = config->layers[i_layer_out]; - - if (i_layer_out < 0) { - continue; // skip non-layer tensors + if (ins.method == LLAMA_MERGE_COPY) { + LLAMA_LOG_INFO("copy\n"); + size_t i_model; + t0 = get_src_tensor_for_copy(ins, i_model); + read_tensor_data(t0, *mls[i_model], in_buf0); + write_output_tensor(out_tensor, t0->data); + continue; } - for (size_t i_model = 0; i_model < config->n_models; i_model++) { - int src_layer = layer.srcs[i_model]; // source layer - float scale = layer.scales[i_model]; - std::string src_name = get_name(src_layer, out_name); // find the correct tensor based on src_layer - struct ggml_tensor * in_tensor = mls[i_model]->get_tensor_meta(src_name.c_str()); - if (in_tensor == nullptr) { - LLAMA_LOG_ERROR("Cannot find layer name %s from model %ld\n", src_name.c_str(), i_model + 1); - clean_up(); - return -1; // stop - } - read_tensor_data(in_tensor, *mls[i_model], in_buf); - // dequant the tensor to FP32 + // dequantize the tensor to FP32 + auto dequantize = [&](struct ggml_tensor * in_tensor, std::vector> & f32_in_buf) { if (in_tensor->type != GGML_TYPE_F32) { - //LLAMA_LOG_ERROR("dequant "); + LLAMA_LOG_INFO("dequant "); llama_convert_tensor_internal(in_tensor, f32_in_buf, workers, n_elements, n_threads); } else { // if we already have f32, just copy it - //LLAMA_LOG_ERROR("f32_copy "); + LLAMA_LOG_INFO("f32_copy "); f32_in_buf.resize(n_elements); memcpy((void *) f32_in_buf.data(), in_tensor->data, n_elements * sizeof(float)); } - // do the calculation - //LLAMA_LOG_ERROR("calc "); + }; + + // load data and dequantize + if (ins.method == LLAMA_MERGE_LINEAR || ins.method == LLAMA_MERGE_SLERP) { + t0 = mls[0]->get_tensor_meta(ins.srcs[0]); + t1 = mls[1]->get_tensor_meta(ins.srcs[1]); + read_tensor_data(t0, *mls[0], in_buf0); + read_tensor_data(t1, *mls[1], in_buf1); + dequantize(t0, f32_in_buf0); + dequantize(t1, f32_in_buf1); + } + + if (ins.method == LLAMA_MERGE_LINEAR) { + LLAMA_LOG_INFO("linear "); + float * in0 = (float *) f32_in_buf0.data(); + float * in1 = (float *) f32_in_buf1.data(); + float * dest = (float *) f32_out_buf.data(); + for (size_t i = 0; i < n_elements; i++) { + dest[i] = in0[i] * ins.scales[0] + in1[i] * ins.scales[1]; + } + } + + if (ins.method == LLAMA_MERGE_SLERP) { + LLAMA_LOG_INFO("slerp "); + float * in0 = (float *) f32_in_buf0.data(); + float * in1 = (float *) f32_in_buf1.data(); + float * dest = (float *) f32_out_buf.data(); for (size_t i = 0; i < n_elements; i++) { - float * in = (float *) f32_in_buf.data(); - float * dest = (float *) f32_out_buf.data(); - dest[i] += in[i] * scale; + //dest[i] = in0[i] * ins.t + in1[i] * 0; + dest[i] = in0[i]; } } // re-quantize it - //LLAMA_LOG_ERROR("requant\n"); { + LLAMA_LOG_INFO("requant\n"); std::array hist_cur = {}; const int n_per_row = out_tensor->ne[0]; const int n_rows = n_elements / n_per_row; @@ -11588,16 +11597,10 @@ int32_t llama_merge_models(const struct llama_merge_config * config) { GGML_ASSERT(new_size == out_buf.size()); } - // write tensor to file - { - LLAMA_LOG_ERROR("===> INPUT [layer %d] %f %f %f\n", i_layer_out, f32_in_buf[0].value, f32_in_buf[1].value, f32_in_buf[2].value); - LLAMA_LOG_ERROR("===> OUTPUT [layer %d] %f %f %f\n", i_layer_out, f32_out_buf[0], f32_out_buf[1], f32_out_buf[2]); - // my turn, write the result! - // write tensor data + padding - fout.write((const char *) out_buf.data(), out_buf.size()); - zeros(fout, GGML_PAD(out_buf.size(), GGUF_DEFAULT_ALIGNMENT) - out_buf.size()); - log_step(out_tensor); - } + LLAMA_LOG_INFO("===> INPUT %f %f %f\n", f32_in_buf0[0].value, f32_in_buf0[1].value, f32_in_buf0[2].value); + LLAMA_LOG_INFO("===> OUTPUT %f %f %f\n", f32_out_buf[0], f32_out_buf[1], f32_out_buf[2]); + + write_output_tensor(out_tensor, out_buf.data()); } // go back to beginning of file and write the updated meta data @@ -11610,7 +11613,6 @@ int32_t llama_merge_models(const struct llama_merge_config * config) { } clean_up(); -*/ return 0; } diff --git a/llama.h b/llama.h index a6fb7b8fa7646..b2ff920da4a89 100644 --- a/llama.h +++ b/llama.h @@ -330,7 +330,7 @@ extern "C" { enum llama_merge_method { LLAMA_MERGE_LINEAR, LLAMA_MERGE_SLERP, - LLAMA_MERGE_REPEAT, + LLAMA_MERGE_REPEAT, // doesn't work for now LLAMA_MERGE_COPY, }; @@ -339,7 +339,7 @@ extern "C" { char name[GGML_MAX_NAME]; // name of output tensor enum llama_merge_method method; // we only support 2 models for now - char srcs[2][GGML_MAX_NAME]; // name of input tensors + char srcs[2][GGML_MAX_NAME]; // name of input tensors. if method == copy, only one src is non-empty float scales[2]; // for linear method float t; // for slerp method }; From 10c477b8a84a3fd1a48377e9effff4c48f45f9b7 Mon Sep 17 00:00:00 2001 From: ngxson Date: Sun, 3 Mar 2024 18:58:42 +0100 Subject: [PATCH 16/16] implement slerp --- llama.cpp | 58 +++++++++++++++++++++++++++++++++++++++++-------------- 1 file changed, 44 insertions(+), 14 deletions(-) diff --git a/llama.cpp b/llama.cpp index 102657ac95600..c786bc5778aa4 100644 --- a/llama.cpp +++ b/llama.cpp @@ -11389,12 +11389,6 @@ int32_t llama_merge_models(const struct llama_merge_config * config) { llm_load_arch(*ml, *model); llm_load_hparams(*ml, *model); - if (i > 0 && models[i-1]->hparams != model->hparams) { - LLAMA_LOG_ERROR("hparams of input models are different, aborting..."); - clean_up(); - return -1; - } - models.push_back(std::move(model)); mls.push_back(std::move(ml)); } @@ -11521,6 +11515,8 @@ int32_t llama_merge_models(const struct llama_merge_config * config) { std::vector> f32_in_buf1; // dequant it internally std::vector f32_out_buf(n_elements, 0.0); // do not resize! std::vector out_buf(ggml_nbytes(out_tensor)); // do not resize! + const int n_per_row = out_tensor->ne[0]; + const int n_rows = n_elements / n_per_row; if (ins.method == LLAMA_MERGE_COPY) { LLAMA_LOG_INFO("copy\n"); @@ -11565,13 +11561,49 @@ int32_t llama_merge_models(const struct llama_merge_config * config) { } if (ins.method == LLAMA_MERGE_SLERP) { + // Python code: https://gist.github.com/dvschultz/3af50c40df002da3b751efab1daddf2c LLAMA_LOG_INFO("slerp "); - float * in0 = (float *) f32_in_buf0.data(); - float * in1 = (float *) f32_in_buf1.data(); - float * dest = (float *) f32_out_buf.data(); - for (size_t i = 0; i < n_elements; i++) { - //dest[i] = in0[i] * ins.t + in1[i] * 0; - dest[i] = in0[i]; + static const float dot_threshold = 0.9995; + auto lerp_row = [](float * in0, float * in1, float * out, size_t nelem, float t) { + for (size_t i = 0; i < nelem; i++) { + out[i] = in0[i] * (1.0 - t) + in1[i] * t; + } + }; + auto slerp_row = [&lerp_row](float * in0, float * in1, float * out, size_t nelem, float t) { + float norm0 = std::sqrt(std::inner_product(in0, in0 + nelem, in0, 0.0)); + float norm1 = std::sqrt(std::inner_product(in1, in1 + nelem, in1, 0.0)); + // Normalize the vectors to get the directions and angles + std::vector v0(nelem); + std::vector v1(nelem); + for (size_t i = 0; i < nelem; i++) { + v0[i] = in0[i] / norm0; + v1[i] = in1[i] / norm1; + } + // Dot product with the normalized vectors + float dot = std::inner_product(v0.begin(), v0.end(), v1.begin(), 0.0); + // If absolute value of dot product is almost 1, vectors are ~colineal, so use lerp + if (std::abs(dot) > dot_threshold) { + return lerp_row(in0, in1, out, nelem, t); + } + // Calculate initial angle between v0 and v1 + float theta_0 = std::acos(dot); + float sin_theta_0 = std::sin(theta_0); + // Angle at timestep t + float theta_t = theta_0 * t; + float sin_theta_t = std::sin(theta_t); + // Finish the slerp algorithm + float s0 = std::sin(theta_0 - theta_t) / sin_theta_0; + float s1 = sin_theta_t / sin_theta_0; + for (size_t i = 0; i < nelem; i++) { + out[i] = in0[i] * s0 + in1[i] * s1; + } + }; + for (int r = 0; r < n_rows; r++) { + float * in0 = (float *) f32_in_buf0.data(); + float * in1 = (float *) f32_in_buf1.data(); + float * dest = (float *) f32_out_buf.data(); + size_t offset = n_per_row * r; + slerp_row(in0 + offset, in1 + offset, dest + offset, n_per_row, ins.t); } } @@ -11579,8 +11611,6 @@ int32_t llama_merge_models(const struct llama_merge_config * config) { { LLAMA_LOG_INFO("requant\n"); std::array hist_cur = {}; - const int n_per_row = out_tensor->ne[0]; - const int n_rows = n_elements / n_per_row; static const int min_chunk_size = 32 * 512; const int chunk_size = n_per_row >= min_chunk_size ? n_per_row : n_per_row * ((min_chunk_size + n_per_row - 1)/n_per_row); size_t new_size = llama_tensor_quantize_internal(