vllm
https://github.com/vllm-project/vllm
Python
A high-throughput and memory-efficient inference and serving engine for LLMs
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- Issues
- [Model][Speculative Decoding] support k > 1 for MTP
- [Feature]: [V1] Parallel sampling should support metrics
- [Misc] support variable remote backend for model loader
- [WIP][Whisper] beam search for whisper
- [RFC][V1] `LogitsProcessor` interface
- [Feature]: Qwen2_5_VLForEmbedding
- [core] add `extra_args` to `RPCProcessRequest` and `MQLLMEngineClient`
- [Bug]: Qwen/Qwen2.5-1.5B-Instruct generates out of vocabulary tokens
- [Bug]:There is no module or parameter named 'base_model' in Qwen2ForCausalLM
- adding workaround for c2x/c3x initializer issue
- Docs
- Python not yet supported