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][ROCm] Stop forcing legacy HSA IPC in ROCm images
- [Perf][Qwen3-VL] Resize video frames during decoding to reduce peak m…
- [Kernel] Specialize Triton MoE on fixed weight dimensions
- [Perf][LoRA] Avoid empty split-K programs in shrink
- [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
- Docs
- Python not yet supported