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] 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
- [Spec Decode] Add PARD-2 parallel draft model support
- Add pushed-based ZMQ metrics logger support
- [ROCm] DeepSeek-V4-Pro PD Disaggregation through MORI IO KV Connector on AMD GPUs
- [Feature]: nvfp4 KV cache on SM120 — flashinfer ships the kernels, vLLM isn't wired to them (working prototype, 245K ctx on a 5090)
- [Do not merge!] [Build] Migrate vendored DeepGEMM from pybind to TORCH_LIBRARY (abi3)
- Docs
- Python not yet supported