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fxmarty avatar fxmarty commented on July 24, 2024 1

Hi @KaifAhmad1, thank you for the report.

Olmo appears to be a model not natively supported in Transformers, rather using custom modeling code: https://huggingface.co/allenai/OLMo-7B/tree/main.

As for text generation, BetterTransformer is only about using SDPA & this is being added natively in Transformers (see https://huggingface.co/docs/transformers/main/en/perf_infer_gpu_one#pytorch-scaled-dot-product-attention), I don't think we will upgrade BetterTransformer further (especially for custom models).

I suggest you to reach out to AllenAI so that they use SDPA in their modeling code (though they already appear to https://github.com/allenai/OLMo/blob/922db6aa17ec05de9f4d8e6e9799f80384021dc4/olmo/model.py#L518C9-L540)

from optimum.

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