[Feature]: support Classifier-Free Guidance Logits processor

vllm-project / vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

https://docs.vllm.ai

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[Feature]: support Classifier-Free Guidance Logits processor #5245

Open zhaoyinglia opened 5 months ago

zhaoyinglia commented 5 months ago

🚀 The feature, motivation and pitch

Implementation in transformers: https://github.com/huggingface/transformers/blob/6b22a8f2d8ded6b2a681e1c078b0e1abf27d045c/src/transformers/generation/logits_process.py#L2171

Hi, the Classifier-Free Guidance Logits processor need re-run the model forward process with unconditional_ids in comput_logits process, how to make this happen in vLLM?

Alternatives

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Additional context

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github-actions[bot] commented 3 weeks ago

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