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
- [Quantization] add hadamard transform + online quantization support to humming
- Revert "[Perf] Re-enable flashinfer autotune by default and cleanup" (#42857)
- [Perf] Optimize DeepSeek V4 fused qkv RMSNorm
- platform: replace current_platform.is_tpu() with device_name check at hardware-gating sites
- [POC][Observability][Frontend] Add observability for pooling entrypoints.
- [Feature] Triton kernel dispatcher
- [Bugfix] Fix AttributeError in pixtral/mistral3 graph mode (issue #43042)
- fix: guard LLM response against empty choices (fixes #31501)
- Feat/fp8/fp4 persistent tma 3d kernels
- [Perf][Kernel] Fused QK-RMSNorm + mRoPE CUDA kernel for Qwen3-VL
- Docs
- Python not yet supported