[llm] Add a generic text only LLM runner #11342
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Introducing `text_llm_runner`. This can be used to run all text only decoder only LLM models supported by ExecuTorch. * Metadata is being read out from the .pte file and being used to construct the runner object. * examples/models/llama/runner.h[.cpp] only contains a simple wrapper around `text_llm_runner.h[.cpp]`. In next PRs I will move examples/models/phi-3-mini/runner to use the generic runner. Will look into QNN and MediaTek runners as well. Differential Revision: [D75910889](https://our.internmc.facebook.com/intern/diff/D75910889/) [ghstack-poisoned]
larryliu0820
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jackzhxng,
iseeyuan,
swolchok,
kirklandsign,
lucylq and
shoumikhin
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larryliu0820
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Jun 3, 2025
Introducing `text_llm_runner`. This can be used to run all text only decoder only LLM models supported by ExecuTorch. * Metadata is being read out from the .pte file and being used to construct the runner object. * examples/models/llama/runner.h[.cpp] only contains a simple wrapper around `text_llm_runner.h[.cpp]`. In next PRs I will move examples/models/phi-3-mini/runner to use the generic runner. Will look into QNN and MediaTek runners as well. Differential Revision: [D75910889](https://our.internmc.facebook.com/intern/diff/D75910889/) ghstack-source-id: 288004703 Pull Request resolved: #11342
🔗 Helpful Links🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/11342
Note: Links to docs will display an error until the docs builds have been completed. ❌ 2 New Failures, 1 Cancelled Job, 1 Unrelated FailureAs of commit 04dbca7 with merge base b2c02fe ( NEW FAILURES - The following jobs have failed:
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This pull request was exported from Phabricator. Differential Revision: D75910889 |
Introducing `text_llm_runner`. This can be used to run all text only decoder only LLM models supported by ExecuTorch. * Metadata is being read out from the .pte file and being used to construct the runner object. * examples/models/llama/runner.h[.cpp] only contains a simple wrapper around `text_llm_runner.h[.cpp]`. In next PRs I will move examples/models/phi-3-mini/runner to use the generic runner. Will look into QNN and MediaTek runners as well. Differential Revision: [D75910889](https://our.internmc.facebook.com/intern/diff/D75910889/) [ghstack-poisoned]
larryliu0820
added a commit
that referenced
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Jun 3, 2025
Pull Request resolved: #11342 Introducing `text_llm_runner`. This can be used to run all text only decoder only LLM models supported by ExecuTorch. * Metadata is being read out from the .pte file and being used to construct the runner object. * examples/models/llama/runner.h[.cpp] only contains a simple wrapper around `text_llm_runner.h[.cpp]`. In next PRs I will move examples/models/phi-3-mini/runner to use the generic runner. Will look into QNN and MediaTek runners as well. ghstack-source-id: 288009803 @exported-using-ghexport Differential Revision: [D75910889](https://our.internmc.facebook.com/intern/diff/D75910889/)
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This pull request was exported from Phabricator. Differential Revision: D75910889 |
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looks like a duplicate of #11343 ? should probably close one |
Introducing `text_llm_runner`. This can be used to run all text only decoder only LLM models supported by ExecuTorch. * Metadata is being read out from the .pte file and being used to construct the runner object. * examples/models/llama/runner.h[.cpp] only contains a simple wrapper around `text_llm_runner.h[.cpp]`. In next PRs I will move examples/models/phi-3-mini/runner to use the generic runner. Will look into QNN and MediaTek runners as well. Differential Revision: [D75910889](https://our.internmc.facebook.com/intern/diff/D75910889/) [ghstack-poisoned]
larryliu0820
added a commit
that referenced
this pull request
Jun 4, 2025
Pull Request resolved: #11342 Introducing `text_llm_runner`. This can be used to run all text only decoder only LLM models supported by ExecuTorch. * Metadata is being read out from the .pte file and being used to construct the runner object. * examples/models/llama/runner.h[.cpp] only contains a simple wrapper around `text_llm_runner.h[.cpp]`. In next PRs I will move examples/models/phi-3-mini/runner to use the generic runner. Will look into QNN and MediaTek runners as well. ghstack-source-id: 288166246 @exported-using-ghexport Differential Revision: [D75910889](https://our.internmc.facebook.com/intern/diff/D75910889/)
|
This pull request was exported from Phabricator. Differential Revision: D75910889 |
Introducing `text_llm_runner`. This can be used to run all text only decoder only LLM models supported by ExecuTorch. * Metadata is being read out from the .pte file and being used to construct the runner object. * examples/models/llama/runner.h[.cpp] only contains a simple wrapper around `text_llm_runner.h[.cpp]`. In next PRs I will move examples/models/phi-3-mini/runner to use the generic runner. Will look into QNN and MediaTek runners as well. Differential Revision: [D75910889](https://our.internmc.facebook.com/intern/diff/D75910889/) [ghstack-poisoned]
larryliu0820
added a commit
that referenced
this pull request
Jun 5, 2025
Pull Request resolved: #11342 Introducing `text_llm_runner`. This can be used to run all text only decoder only LLM models supported by ExecuTorch. * Metadata is being read out from the .pte file and being used to construct the runner object. * examples/models/llama/runner.h[.cpp] only contains a simple wrapper around `text_llm_runner.h[.cpp]`. In next PRs I will move examples/models/phi-3-mini/runner to use the generic runner. Will look into QNN and MediaTek runners as well. ghstack-source-id: 288346995 @exported-using-ghexport Differential Revision: [D75910889](https://our.internmc.facebook.com/intern/diff/D75910889/)
|
This pull request was exported from Phabricator. Differential Revision: D75910889 |
Introducing `text_llm_runner`. This can be used to run all text only decoder only LLM models supported by ExecuTorch. * Metadata is being read out from the .pte file and being used to construct the runner object. * examples/models/llama/runner.h[.cpp] only contains a simple wrapper around `text_llm_runner.h[.cpp]`. In next PRs I will move examples/models/phi-3-mini/runner to use the generic runner. Will look into QNN and MediaTek runners as well. Differential Revision: [D75910889](https://our.internmc.facebook.com/intern/diff/D75910889/) [ghstack-poisoned]
larryliu0820
added a commit
that referenced
this pull request
Jun 5, 2025
Pull Request resolved: #11342 Introducing `text_llm_runner`. This can be used to run all text only decoder only LLM models supported by ExecuTorch. * Metadata is being read out from the .pte file and being used to construct the runner object. * examples/models/llama/runner.h[.cpp] only contains a simple wrapper around `text_llm_runner.h[.cpp]`. In next PRs I will move examples/models/phi-3-mini/runner to use the generic runner. Will look into QNN and MediaTek runners as well. ghstack-source-id: c43c256 @exported-using-ghexport Differential Revision: [D75910889](https://our.internmc.facebook.com/intern/diff/D75910889/)
Introducing `text_llm_runner`. This can be used to run all text only decoder only LLM models supported by ExecuTorch. * Metadata is being read out from the .pte file and being used to construct the runner object. * examples/models/llama/runner.h[.cpp] only contains a simple wrapper around `text_llm_runner.h[.cpp]`. In next PRs I will move examples/models/phi-3-mini/runner to use the generic runner. Will look into QNN and MediaTek runners as well. Differential Revision: [D75910889](https://our.internmc.facebook.com/intern/diff/D75910889/) [ghstack-poisoned]
larryliu0820
added a commit
that referenced
this pull request
Jun 5, 2025
Pull Request resolved: #11342 Introducing `text_llm_runner`. This can be used to run all text only decoder only LLM models supported by ExecuTorch. * Metadata is being read out from the .pte file and being used to construct the runner object. * examples/models/llama/runner.h[.cpp] only contains a simple wrapper around `text_llm_runner.h[.cpp]`. In next PRs I will move examples/models/phi-3-mini/runner to use the generic runner. Will look into QNN and MediaTek runners as well. ghstack-source-id: 288571542 @exported-using-ghexport Differential Revision: [D75910889](https://our.internmc.facebook.com/intern/diff/D75910889/)
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This pull request was exported from Phabricator. Differential Revision: D75910889 |
lucylq
approved these changes
Jun 5, 2025
larryliu0820
added
the
release notes: none
Introducing `text_llm_runner`. This can be used to run all text only decoder only LLM models supported by ExecuTorch. * Metadata is being read out from the .pte file and being used to construct the runner object. * examples/models/llama/runner.h[.cpp] only contains a simple wrapper around `text_llm_runner.h[.cpp]`. In next PRs I will move examples/models/phi-3-mini/runner to use the generic runner. Will look into QNN and MediaTek runners as well. Differential Revision: [D75910889](https://our.internmc.facebook.com/intern/diff/D75910889/) [ghstack-poisoned]
larryliu0820
added a commit
that referenced
this pull request
Jun 6, 2025
Pull Request resolved: #11342 Introducing `text_llm_runner`. This can be used to run all text only decoder only LLM models supported by ExecuTorch. * Metadata is being read out from the .pte file and being used to construct the runner object. * examples/models/llama/runner.h[.cpp] only contains a simple wrapper around `text_llm_runner.h[.cpp]`. In next PRs I will move examples/models/phi-3-mini/runner to use the generic runner. Will look into QNN and MediaTek runners as well. ghstack-source-id: 288606073 @exported-using-ghexport Differential Revision: [D75910889](https://our.internmc.facebook.com/intern/diff/D75910889/)
|
This pull request was exported from Phabricator. Differential Revision: D75910889 |
Introducing `text_llm_runner`. This can be used to run all text only decoder only LLM models supported by ExecuTorch. * Metadata is being read out from the .pte file and being used to construct the runner object. * examples/models/llama/runner.h[.cpp] only contains a simple wrapper around `text_llm_runner.h[.cpp]`. In next PRs I will move examples/models/phi-3-mini/runner to use the generic runner. Will look into QNN and MediaTek runners as well. Differential Revision: [D75910889](https://our.internmc.facebook.com/intern/diff/D75910889/) [ghstack-poisoned]
larryliu0820
added a commit
that referenced
this pull request
Jun 6, 2025
Pull Request resolved: #11342 Introducing `text_llm_runner`. This can be used to run all text only decoder only LLM models supported by ExecuTorch. * Metadata is being read out from the .pte file and being used to construct the runner object. * examples/models/llama/runner.h[.cpp] only contains a simple wrapper around `text_llm_runner.h[.cpp]`. In next PRs I will move examples/models/phi-3-mini/runner to use the generic runner. Will look into QNN and MediaTek runners as well. ghstack-source-id: 288628447 @exported-using-ghexport Differential Revision: [D75910889](https://our.internmc.facebook.com/intern/diff/D75910889/)
|
This pull request was exported from Phabricator. Differential Revision: D75910889 |
Introducing `text_llm_runner`. This can be used to run all text only decoder only LLM models supported by ExecuTorch. * Metadata is being read out from the .pte file and being used to construct the runner object. * examples/models/llama/runner.h[.cpp] only contains a simple wrapper around `text_llm_runner.h[.cpp]`. In next PRs I will move examples/models/phi-3-mini/runner to use the generic runner. Will look into QNN and MediaTek runners as well. Differential Revision: [D75910889](https://our.internmc.facebook.com/intern/diff/D75910889/) [ghstack-poisoned]
larryliu0820
added a commit
that referenced
this pull request
Jun 6, 2025
Pull Request resolved: #11342 Introducing `text_llm_runner`. This can be used to run all text only decoder only LLM models supported by ExecuTorch. * Metadata is being read out from the .pte file and being used to construct the runner object. * examples/models/llama/runner.h[.cpp] only contains a simple wrapper around `text_llm_runner.h[.cpp]`. In next PRs I will move examples/models/phi-3-mini/runner to use the generic runner. Will look into QNN and MediaTek runners as well. ghstack-source-id: 288633623 @exported-using-ghexport Differential Revision: [D75910889](https://our.internmc.facebook.com/intern/diff/D75910889/)
|
This pull request was exported from Phabricator. Differential Revision: D75910889 |
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Picking from #11342 Introducing `text_llm_runner`. This can be used to run all text only decoder only LLM models supported by ExecuTorch. * Metadata is being read out from the .pte file and being used to construct the runner object. * examples/models/llama/runner.h[.cpp] only contains a simple wrapper around `text_llm_runner.h[.cpp]`. In next PRs I will move examples/models/phi-3-mini/runner to use the generic runner. Will look into QNN and MediaTek runners as well. Differential Revision: [D75910889](https://our.internmc.facebook.com/intern/diff/D75910889/)
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Stack from ghstack (oldest at bottom):
Introducing
text_llm_runner. This can be used to run all text only decoder only LLM models supported by ExecuTorch.text_llm_runner.h[.cpp].In next PRs I will move examples/models/phi-3-mini/runner to use the generic runner.
Will look into QNN and MediaTek runners as well.
Differential Revision: D75910889