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Billy Bradley authored
In assisted decoding, pass model_kwargs to model's forward call (fix prepare_input_for_generation in all models) (#25242) * In assisted decoding, pass model_kwargs to model's forward call Previously, assisted decoding would ignore any additional kwargs that it doesn't explicitly handle. This was inconsistent with other generation methods, which pass the model_kwargs through prepare_inputs_for_generation and forward the returned dict to the model's forward call. The prepare_inputs_for_generation method needs to be amended in all models, as previously it only kept the last input ID when a past_key_values was passed. * Improve variable names in _extend_attention_mask * Refactor extending token_type_ids into a function * Replace deepcopy with copy to optimize performance * Update new persimmon model with llama changes for assisted generation * Update new mistral model for assisted generation with prepare_inputs_for_generation * Update position_ids creation in falcon prepare_inputs_for_generation to support assisted generation
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