Fix vLLM compatibility in GreedyProbsCalculator and WhiteboxModelvLLM#454
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dmndxld wants to merge 1 commit into
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Fix vLLM compatibility in GreedyProbsCalculator and WhiteboxModelvLLM#454dmndxld wants to merge 1 commit into
dmndxld wants to merge 1 commit into
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Summary
Fix two bugs preventing vLLM models from working with
estimate_uncertainty()andUEManager.Changes
1. GreedyProbsCalculator vLLM compatibility (
stat_calculators/greedy_probs.py)output_attentionsandoutput_hidden_stateswhen model is vLLM (not supported by vLLM engine)NotImplementedErroringet_embeddings_from_output()2. WhiteboxModelvLLM missing
model_pathattribute (model_adapters/whitebox_model_vllm.py)super().__init__(model_path, model_type)to properly initialize base classmodel_pathparameter (defaults to vLLM engine'smodel_name)estimate_uncertainty()raisesAttributeError: 'WhiteboxModelvLLM' object has no attribute 'model_path'Test plan
estimate_uncertainty()usingWhiteboxModelvLLM+SemanticEntropy