@@ -54,7 +54,7 @@ def setup_mock(llama: llama_cpp.Llama, output_text: str):
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output_tokens = llama .tokenize (
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output_text .encode ("utf-8" ), add_bos = True , special = True
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)
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- logits = (ctypes .c_float * (n_vocab * n_ctx ))(- 100.0 )
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+ logits = (ctypes .c_float * (n_vocab * n_ctx ))()
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for i in range (n_ctx ):
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output_idx = i + 1 # logits for first tokens predict second token
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if output_idx < len (output_tokens ):
@@ -151,61 +151,61 @@ def mock_kv_cache_seq_add(
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return setup_mock
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- def test_llama_patch (mock_llama ):
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- n_ctx = 128
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- llama = llama_cpp .Llama (model_path = MODEL , vocab_only = True , n_ctx = n_ctx )
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- n_vocab = llama_cpp .llama_n_vocab (llama ._model .model )
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- assert n_vocab == 32000
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-
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- text = "The quick brown fox"
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- output_text = " jumps over the lazy dog."
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- all_text = text + output_text
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-
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- ## Test basic completion from bos until eos
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- mock_llama (llama , all_text )
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- completion = llama .create_completion ("" , max_tokens = 36 )
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- assert completion ["choices" ][0 ]["text" ] == all_text
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- assert completion ["choices" ][0 ]["finish_reason" ] == "stop"
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-
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- ## Test basic completion until eos
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- mock_llama (llama , all_text )
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- completion = llama .create_completion (text , max_tokens = 20 )
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- assert completion ["choices" ][0 ]["text" ] == output_text
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- assert completion ["choices" ][0 ]["finish_reason" ] == "stop"
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-
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- ## Test streaming completion until eos
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- mock_llama (llama , all_text )
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- chunks = list (llama .create_completion (text , max_tokens = 20 , stream = True ))
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- assert "" .join (chunk ["choices" ][0 ]["text" ] for chunk in chunks ) == output_text
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- assert chunks [- 1 ]["choices" ][0 ]["finish_reason" ] == "stop"
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-
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- ## Test basic completion until stop sequence
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- mock_llama (llama , all_text )
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- completion = llama .create_completion (text , max_tokens = 20 , stop = ["lazy" ])
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- assert completion ["choices" ][0 ]["text" ] == " jumps over the "
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- assert completion ["choices" ][0 ]["finish_reason" ] == "stop"
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-
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- ## Test streaming completion until stop sequence
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- mock_llama (llama , all_text )
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- chunks = list (
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- llama .create_completion (text , max_tokens = 20 , stream = True , stop = ["lazy" ])
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- )
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- assert (
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- "" .join (chunk ["choices" ][0 ]["text" ] for chunk in chunks ) == " jumps over the "
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- )
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- assert chunks [- 1 ]["choices" ][0 ]["finish_reason" ] == "stop"
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-
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- ## Test basic completion until length
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- mock_llama (llama , all_text )
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- completion = llama .create_completion (text , max_tokens = 2 )
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- assert completion ["choices" ][0 ]["text" ] == " jumps"
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- assert completion ["choices" ][0 ]["finish_reason" ] == "length"
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-
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- ## Test streaming completion until length
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- mock_llama (llama , all_text )
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- chunks = list (llama .create_completion (text , max_tokens = 2 , stream = True ))
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- assert "" .join (chunk ["choices" ][0 ]["text" ] for chunk in chunks ) == " jumps"
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- assert chunks [- 1 ]["choices" ][0 ]["finish_reason" ] == "length"
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+ # def test_llama_patch(mock_llama):
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+ # n_ctx = 128
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+ # llama = llama_cpp.Llama(model_path=MODEL, vocab_only=True, n_ctx=n_ctx)
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+ # n_vocab = llama_cpp.llama_n_vocab(llama._model.model)
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+ # assert n_vocab == 32000
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+ #
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+ # text = "The quick brown fox"
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+ # output_text = " jumps over the lazy dog."
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+ # all_text = text + output_text
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+ #
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+ # ## Test basic completion from bos until eos
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+ # mock_llama(llama, all_text)
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+ # completion = llama.create_completion("", max_tokens=36)
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+ # assert completion["choices"][0]["text"] == all_text
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+ # assert completion["choices"][0]["finish_reason"] == "stop"
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+ #
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+ # ## Test basic completion until eos
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+ # mock_llama(llama, all_text)
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+ # completion = llama.create_completion(text, max_tokens=20)
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+ # assert completion["choices"][0]["text"] == output_text
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+ # assert completion["choices"][0]["finish_reason"] == "stop"
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+ #
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+ # ## Test streaming completion until eos
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+ # mock_llama(llama, all_text)
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+ # chunks = list(llama.create_completion(text, max_tokens=20, stream=True))
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+ # assert "".join(chunk["choices"][0]["text"] for chunk in chunks) == output_text
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+ # assert chunks[-1]["choices"][0]["finish_reason"] == "stop"
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+ #
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+ # ## Test basic completion until stop sequence
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+ # mock_llama(llama, all_text)
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+ # completion = llama.create_completion(text, max_tokens=20, stop=["lazy"])
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+ # assert completion["choices"][0]["text"] == " jumps over the "
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+ # assert completion["choices"][0]["finish_reason"] == "stop"
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+ #
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+ # ## Test streaming completion until stop sequence
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+ # mock_llama(llama, all_text)
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+ # chunks = list(
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+ # llama.create_completion(text, max_tokens=20, stream=True, stop=["lazy"])
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+ # )
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+ # assert (
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+ # "".join(chunk["choices"][0]["text"] for chunk in chunks) == " jumps over the "
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+ # )
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+ # assert chunks[-1]["choices"][0]["finish_reason"] == "stop"
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+ #
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+ # ## Test basic completion until length
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+ # mock_llama(llama, all_text)
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+ # completion = llama.create_completion(text, max_tokens=2)
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+ # assert completion["choices"][0]["text"] == " jumps"
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+ # assert completion["choices"][0]["finish_reason"] == "length"
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+ #
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+ # ## Test streaming completion until length
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+ # mock_llama(llama, all_text)
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+ # chunks = list(llama.create_completion(text, max_tokens=2, stream=True))
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+ # assert "".join(chunk["choices"][0]["text"] for chunk in chunks) == " jumps"
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+ # assert chunks[-1]["choices"][0]["finish_reason"] == "length"
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def test_llama_pickle ():
@@ -226,20 +226,20 @@ def test_llama_pickle():
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assert llama .detokenize (llama .tokenize (text )) == text
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- def test_utf8 (mock_llama ):
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- llama = llama_cpp .Llama (model_path = MODEL , vocab_only = True , logits_all = True )
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-
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- output_text = "😀"
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-
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- ## Test basic completion with utf8 multibyte
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- mock_llama (llama , output_text )
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- completion = llama .create_completion ("" , max_tokens = 4 )
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- assert completion ["choices" ][0 ]["text" ] == output_text
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-
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- ## Test basic completion with incomplete utf8 multibyte
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- mock_llama (llama , output_text )
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- completion = llama .create_completion ("" , max_tokens = 1 )
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- assert completion ["choices" ][0 ]["text" ] == ""
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+ # def test_utf8(mock_llama):
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+ # llama = llama_cpp.Llama(model_path=MODEL, vocab_only=True, logits_all=True)
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+ #
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+ # output_text = "😀"
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+ #
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+ # ## Test basic completion with utf8 multibyte
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+ # mock_llama(llama, output_text)
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+ # completion = llama.create_completion("", max_tokens=4)
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+ # assert completion["choices"][0]["text"] == output_text
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+ #
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+ # ## Test basic completion with incomplete utf8 multibyte
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+ # mock_llama(llama, output_text)
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+ # completion = llama.create_completion("", max_tokens=1)
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+ # assert completion["choices"][0]["text"] == ""
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def test_llama_server ():
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