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
- [DCP][Kernel] Consume owner-sharded Top-K candidates through symmetric memory
- [7/N][warmup][DSv4] Migrate router GEMM kernels
- [Core] Add --enable-nan-fault-tolerance for NaN detection and request abort
- [Kernel] Use expanding ldmatrix for Marlin W4A8
- [Bugfix][KV Offload] Protect unread promotions from eviction by other speculative promotions
- [Bugfix] Bound accepted-token state lookups in GDN/KDA spec decode
- [Kernel] ReplaySSM: cache SSM inputs for faster Mamba2 speculative decode
- [ROCm][AITER] Add GDN long-prefill split-QKV fast path
- [DO NOT MERGE][Perf][Feat] DSv4 de-JITification
- [Model] Support MiniCPM-RobotTrack
- Docs
- Python not yet supported