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]: Spec decode hits illegal memory access when the draft model's context is shorter than the target's
- [RFC]: Add native AliceAI model support
- [Bug]: HunYuan Dense V1 fails CUDA graph capture on v0.29 — HF dynamic RoPE does a host-side sync during capture
- [KV Offload][FS] Opt-in per-block CRC32C checksums
- [Bug]: AMD mirror declarations disagree with test-amd.yaml steps - declared MI355/MI250 groups carry the MI300 agent pool and gfx942 lanes
- [Bugfix][API] Materialize tool_calls in TokenizeChatRequest to fix unpicklable ValidatorIterator (#57738)
- [Bug] [watermarking]: reference detection server does not support dual_key_gumbel; detector alpha default disagrees with generation default
- [BugFix][Scheduler] Avoid Deadlocks in Skipped Waiting under KV Pressure
- [Perf][HiSparse] Avoid repeated prefix scans and residency updates
- [XPU][CI] Don't force ViT cudagraph capture in the Qwen2.5-VL window-attention tests on XPU
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- Python not yet supported