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
- [Model Runner V2][Spec Decode] Gather MM embeddings for all MTP modules
- [Installation]: Regarding unsafe use of pickle
- Zen5 image build
- [Bugfix][CI] Fix rms_quant_fusion CPU import and notify-ci-authorized comment permission
- add dual RMSNorm quant fusion pattern
- [RFC] Deprecate flex attention
- [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
- [Bugfix][Scheduler] Clamp num_new_tokens to non-negative at max_model_len
- [Misc] Warn by name when a removed env var is set (VLLM_ATTENTION_BACKEND)
- Docs
- Python not yet supported