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
- [Bug]: ROCm: tries to allocate 192GB VRAM for Qwen3.5 0.8B
- [Bug]: CUDA illegal memory access on GPTQ Marlin
- [Bug]: No sm_121 (Blackwell) support on aarch64 — NVIDIA DGX Spark / Acer GN100
- [ROCm] Fix AITER sparse MLA crash for num_heads < 16 (e.g. GLM-5 TP=8)
- Move test dependencies from inline installs to Docker image
- Revert "Fix `hf_override_fn` when it modifies `model_type`" (#35200)
- [DO NOT MERGE][vLLM IR] 2/N batch-invariant-aware dispatching and rms_norm
- enable flashinfer moe kernel for DP + EP
- Support Flashinfer rope+quant+cache update fusion kernel for TRTLLM attention
- Added Hierarchical all reduce
- Docs
- Python not yet supported