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]: Suspected RMSNorm precision regression after 225936a causes NGRAM/target token divergence for Qwen3-VL
- [Bugfix] Recompute block hashes after streaming session updates
- [Feat] Add warmup doc and migrate DSv4 to shared warmup contract
- [CI][Debugging] Dump diagnostics for slow engine execution stages
- [ROCm] Sparse-MLA persistent-kernel gate is unsafe for gqa_ratio=64 fp8 (no non-persistent kernel)
- [Bugfix][Spec Decode] Fix autoregressive draft decode capture with dynamic SD
- [Bugfix][CPU] Fix LoRA no-op row aliasing in PunicaWrapperCPU
- [Bugfix] Fix Qwen3-ASR realtime infinite repetition
- [Bugfix] Avoid complex64 advanced indexing in pixtral vision encoder for backend portability
- [Perf] Fuse mul_+moe_sum in TopKWeightAndReduceContiguous for large reductions
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- Python not yet supported