Open ywang96 opened 10 hours ago
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This PR refactors the interface of all multimodal language models for V1 VLM re-arch and
torch.compile
support. In particular, all multimodal model implementations on vLLM will need to meet the following requirements:get_multimodal_embeddings(**kwargs)
implemented inXYZModel
orXYZForConditionalGeneration
get_input_embeddings(input_ids, multimodal_embeddings)
implemented inXYZModel
orXYZForConditionalGeneration
to output input embeddings to be passed to the language backbone.XYZModel
orXYZForConditionalGeneration
until V0 is fully deprecated.List of LMMs to be worked on
This PR is a prerequisite of applying #9871 to all multimodal models on vLLM.