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[Inference] Add Bloom model inference support

Open char-1ee opened this issue 10 months ago • 0 comments

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  • [x] The title follows the standard format: [doc/gemini/tensor/...]: A concise description
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🚨 Issue number

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📝 What does this PR do?

  1. Added Bloom modeling for Colossal AI inference feature.
  2. Added Bloom model replacement policy.
  3. Added tests for Bloom model.
  4. Integrate Alibi triton operator for Bloom positional encoding.
  5. Integrate CUDA operators for Bloom model.

💥 Checklist before requesting a review

  • [ ] I have linked my PR to an issue (instruction)
  • [ ] My issue clearly describes the problem/feature/proposal, with diagrams/charts/table/code if possible
  • [x] I have performed a self-review of my code
  • [x] I have added thorough tests.
  • [x] I have added docstrings for all the functions/methods I implemented

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char-1ee avatar Apr 26 '24 09:04 char-1ee