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Add LLaMA Causal LM with 7B presets #1526

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Merged
merged 7 commits into from
Mar 28, 2024
Merged

Add LLaMA Causal LM with 7B presets #1526

merged 7 commits into from
Mar 28, 2024

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tirthasheshpatel
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@tirthasheshpatel tirthasheshpatel commented Mar 27, 2024 •
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This PR adds the LLaMA Causal LM along with a weight conversion script for the 7B presets (LLaMA 7B and LLaMA Chat 7B).

Tested that the outputs of the models match with 1e-4 tolerance on CPU and float32.

TODO:

  • Upload the presets on Kaggle.
  • Look into why huggingface offers different versions of the Rotary Embeddings layers.
    • Looks like it's just an opt-in if the user wants to experiment or train a model from scratch. Might not be something we want at this stage.
  • Implement fixes size cache and cache update. Most probably, will leave this for a follow-up PR.

@mattdangerw mattdangerw mentioned this pull request Mar 27, 2024
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mattdangerw approved these changes Mar 27, 2024
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Thanks! one nit

@mattdangerw mattdangerw added the kokoro:force-run Runs Tests on GPU label Mar 27, 2024
@kokoro-team kokoro-team removed the kokoro:force-run Runs Tests on GPU label Mar 27, 2024
@tirthasheshpatel tirthasheshpatel added the kokoro:force-run Runs Tests on GPU label Mar 27, 2024
@kokoro-team kokoro-team removed the kokoro:force-run Runs Tests on GPU label Mar 27, 2024
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Changes on master are breaking the tests in this PR. Will sync and push the final changes.

@tirthasheshpatel tirthasheshpatel added the kokoro:force-run Runs Tests on GPU label Mar 28, 2024
@kokoro-team kokoro-team removed the kokoro:force-run Runs Tests on GPU label Mar 28, 2024
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Thanks!

@mattdangerw mattdangerw merged commit 62fbbff into keras-team:master Mar 28, 2024
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abuelnasr0 pushed a commit to abuelnasr0/keras-nlp that referenced this pull request Apr 2, 2024
@tirthasheshpatel @abuelnasr0
Add LLaMA Causal LM with 7B presets (keras-team#1526)
859b1bf 
* Add LLaMA Causal LM

* Add causal lm to the public API

* Update preset names and fix checkpoint script

* Fix discrepancies and add tests

* Add tests for CausalLM

* end_token -> stop_token_ids
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@mattdangerw mattdangerw mattdangerw approved these changes

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@tirthasheshpatel @mattdangerw @kokoro-team