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] Reject shape-aliased prefills in uniform-decode classification
- [Bugfix][Compilation] Guard empty splitting ops before early return
- DFlash draft model does not inherit the target's RoPE layout (is_neox_style)
- [XPU][MoE] Tune Triton fused MoE for Intel XPU
- [KV Connector] Add scheduler context for lazy block access
- [Bugfix][CPU][RISC-V] Return zero below exp clamp bound
- [Kernel][Perf] Support DSpark K=8 in fused GDN MTP decode
- [Benchmark] Add asyncio-based multi_turn benchmark v2 to fix deadlock
- [XPU] Add VLLM_XPU_DEVICE_OFFSET to place a worker on a non-zero card without masking
- [Bugfix][KV Connector] Mooncake: heterogeneous-TP support for hybrid GDN/Mamba models
- Docs
- Python not yet supported