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
- [Usage]: Gemma4 on Turing GPUs (SM 7.5): all attention backends hit shared memory limits
- [Bugfix] Fix piecewise backend to support torch.cond
- [KV] Sync `_prob_scale_float` and `q_scale`
- fix(gptq): auto-detect v1/v2 zero-point format from actual weights
- [BUILD] Enable compile_commands export for Ninja builds
- [KV Offload] Add SLRU eviction policy for CPU offloading cache
- [Bugfix][cmake] fix FP4 ARCH for CUDA>=13.0
- [ROCm][Perf] Add AITER MLA prefill kernel for dense MLA backend
- Rocm72 py311 d12
- [ROCm][CI] Move skipped tests out of run-amd-test.sh
- Docs
- Python not yet supported