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
- Add DeepSeek-V4 FIM completion rendering
- [Bugfix] Fix speculative decoding for short_conv (LFM2) models
- [Feature][Parser] Support include_reasoning param for non-Harmony models
- [Bugfix] Fix linear host RSS growth under sustained classification load with prefix caching (V1)
- [MoE Refactor] Migrate MoeWNA16Method quantization method over to using the new MK oracle scheme.
- [Bug]: vLLM hangs during speculative decoding with MoE draft model near max_model_len under Data Parallelism (DP)
- [Bugfix][CI] Fix `ImportError: libcudart.so.12: cannot open shared object file: No such file or directory`
- [RFC]: hardware agnostic model definitions in vLLM
- [RFC]: Semantic KV Cache Reuse Interface
- [Model] Add LocateAnything support
- Docs
- Python not yet supported