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
- [Bug][Spec Decode] MRV2 AutoRegressiveSpeculator ignores dynamic K from scheduler — DSD non-functional on MRV2
- [Bugfix][ROCm] Disable skinny GEMM on gfx1151
- [RL] Add nccl-m2n sharding-aware weight transfer (worker side)
- [ROCm][AITER] Port FlyDSL int4 MoE integration to AITER fused_moe API
- [Model Loader] Add FastSafetensors sharded-state loader
- [Bugfix] Disable async scheduling when VLLM_BATCH_INVARIANT=1
- [Bugfix] Fix hybrid attention cache miss due to eagle drop
- [Bug]: Qwen3.5 122b a10 model RuntimeError: Triton Error [CUDA]: an illegal memory access was encountered
- [BugFix] Apply length caps in check_stop even when min_tokens is not reached
- [Bug]: DSL kernel only supports fp16/bf16 inputs when using torch.float32 dtype
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