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] test_w8a8_block_fp8_fused_moe uses fixed atol that K=7168 quantization noise legitimately exceeds (fails on SM120/RTX PRO 6000)
- [Feature][ModelOpt]: Support NVFP4_AWQ checkpoints with native NVFP4 linear kernels
- [KV Connector][NIXL][Mooncake] CP-scaled scheduler block accounting for PD disaggregation with aligned DCP/PCP
- Fix Responses Harmony instructions placement
- [Kernel] Fix strict-aliasing UB in scalar_type and minimax RMS kernel
- [Feature]: IndexCache support for DeepSeek V4
- [Bug]: vllm 0.22.1 metric monitor no display
- [Kernel][MoE] Support GELU_TANH in FlashInfer CUTLASS MoE backend
- [Core] Fix max_num_seqs async scheduling edge case
- [Bug]: Integer overflow bug in concat_mla_q
- Docs
- Python not yet supported