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
- [Bugfix][kv_offload] Dedup gpu_block_ids in eager-mode SCO (store + load paths)
- [Bug]: NIXL disagg fails for Qwen3.5 hybrid model when prefill TP4 and decode DP8 use different physical block sizes
- [WIP] Abstract preprocess for k25
- [Feature]: DeepSeek V4 w4a4 MegaMoE support
- [Bug]: integer overflow in layernorm_kernels.cu
- [Bug]: Multiple model files still trigger ImageProcessorFast DeprecationWarning post transformers v5.4 refactor
- [Bugfix] Replace deprecated *ImageProcessorFast in 4 model files (fixes #42870)
- [Feature]: Make DS layout used by default
- [Bug]: Deprecated CLI argument warning leaks from run-batch --url to chat --url
- [Bugfix] Scope deprecated CLI argument warnings to parser instances
- Docs
- Python not yet supported