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][Benchmark] Fix sweep --resume with warmup and recorded failures
- [LoRA] Add an API to read and update LoRA slot weights
- [Bugfix][Parser] Preserve quoted Qwen3 tool markup in reasoning
- perf: route GLM-5.2 fused-QKV-A GEMM through dsv3_fused_a_gemm on SM10x
- [Core] Complete snapshot recovery before serving
- [Feature]: Support fused MoE weights with NCCL M2N weight transfer
- [Feature]: Support trainer-side pipeline parallelism with NCCL M2N weight transfer
- [ROCm][CI/Build] Add fix for Distributed DP Basic with AITER always on.
- [Perf][DSv4.1] SM120: decode DeepSeek-V4.1's own KV records with FlashInfer's DSv4.1 sparse MLA
- [Bugfix] Register KV caches with the connector outside the runtime pool
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