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
- [ROCM] add 3d triton kernel for non-standard block size support under rocm_attn
- [Logging][Bugfix] fix scheduler stats logging
- [Bug]: Llama4 FP8 failure with Flashinfer on B200
- [Bugfix] Fix Hermes tool parser dropping empty arguments for parameterless tools
- [Parsers]Pangu Reasoning parser and Tool parser
- [RFC]: About design of QuantKey
- [Bug]: Serve with LoRA error "ValueError: base_model.model.lm_head.base_layer.weight is unsupported LoRA weight"
- [CI] Test NIXL+Offloading connector
- [BugFix] Fix AssertionError: TRTLLM decode requires uniform query lengths per request.
- [Usage]: CPU offload still results in out of VRAM error (Unsloth's DeepSeek R1)
- Docs
- Python not yet supported