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] Fix MiniMax M3 prompt reasoning initialization
- [Feature]: SM8x (Ampere A100/A800) support for DeepSeek-V4-Flash / DeepSeek-V4-Flash-0731 DSpark
- [Bugfix][Model Runner V2] Preserve Mamba block table capacity under DCP
- [Installation]: Regarding unsafe use of pickle
- [Bugfix][CI] Fix rms_quant_fusion CPU import and notify-ci-authorized comment permission
- [ROCm][fusion] add dual RMSNorm quant fusion pattern
- [Bug]: FlashInfer BatchPrefillWithPagedKVCache fails with "invalid resource handle" on SM121 (GB10) with head_dim 256 + FP8 KV cache
- [Test] Harden NVFP4 KV scale-layout validation
- [Misc] Warn by name when a removed env var is set (VLLM_ATTENTION_BACKEND)
- [Rust Frontend] Clamp logit_bias values to the valid range
- Docs
- Python not yet supported