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
- KV Cache MLA NaN Write Reporting
- [Performance]: Async scheduling on AMD hardware
- Hidden states extraction improvements
- [Feat][rust-vllm] add log available router
- [Bug]: failed with AssertionError when using mooncakeconnector
- [Kernel][MoE] Add Sonic-MoE unquantized fused-experts backend
- [Bugfix] Fix CUTLASS MoE router input weighting for FP8/FP4
- [CI Fail] Fix flaky shutdown test caused by blocking event loop
- [Doc]: INT8 weight-only quantization causes 4x throughput regression at batch=1 on memory-bandwidth-bound GPUs
- [RFC]: Debug observation for prefix-cache lookup boundary before request-level stats
- Docs
- Python not yet supported