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
- [Bugfix][Distributed] Prevent silent split-brain in stateless DP on port collision (#61049)
- [ROCm][Perf] Add native per-token FP8 Triton linear backend and RDNA4 tuning
- [Feature]: Add built-in support for TriAttention
- [Bugfix][Spec Decode] Alias fp8 ignored_layers to global draft layer indices
- [Bugfix][V1] Retain the EAGLE hit blocks below a sliding window across a KV connector import
- [Bug]: /v1/realtime drops session.update prompt and language, so Qwen3-ASR realtime always uses a fixed prompt
- [Bugfix][Kernel] Mask out-of-range page-table loads in Triton unified attention
- [Bugfix] Apply session.update language and prompt to Qwen3-ASR realtime
- [Bugfix] Pad unaligned custom all-reduce inputs under batch invariance
- [Bugfix] Skip the DeepSeek fused A GEMM kernel under batch invariance
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