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
- [Core] Add prefill step cadence for better non-PD DP balancing
- [Performance]: Triton unified attention: sliding-window / chunked KV-tile loop iterates an extra tile when the window start is not tile-aligned
- [DSv4] Pack KV caches into contiguous per-block allocations for DeepSeek V4
- [RFC] Add KVarN: Variance-Normalized KV-Cache Quantization (4-bit K, 2-bit V)
- fix: patch TorchInductor cache dir for unmapped UIDs
- [Multimodal] Optimize sparse frames decoding for PyAV video backend
- [codex] Fix ROCm artifact test dependencies
- [Perf] Maybe improve sparse topk heuristic
- [kernel] Triton version of SiluAndMulWithClamp
- [Bug]: Prefix caching causes IndexError in Qwen3.5-122B-A10B (BF16) on A2
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