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
- [Reload] Probe dummy-load manifests for layerwise reload
- [Bug]: AxionML/Gemma-4-12B-NVFP4 fails with shape mismatch in flashinfer_scaled_fp4_mm on RTX 5060 Ti (sm_120)
- [DCP] Default query replication for GLM sparse attention
- [Bug]: Blocking issue of `MessageQueue.dequeue` in multi-threaded environments
- [Performance][MooncakeStoreConnector] Overlapping async cold-prefix loads cause duplicate Gets into distinct GPU blocks
- [Bugfix] Fix six quantization exception messages split across positional args
- [Bugfix] Reject KV caches FlexAttention cannot address in int32
- [Model] Apertus 1.5
- [Core][Distributed] Size custom all-reduce buffers at init so batch-invariant mode can use them
- [KV Offloading] Support partial-tail prefix reuse with fine-grained prefix matching
- Docs
- Python not yet supported