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
- [torch.compile] Canonicalize functionalized split slices for fusion pa…
- [BugFix][Attention] Keep mask_mod stable across sliding window layers
- [Bug]: TieringOffloadingSpec leaks /dev/shm mmap files on non-graceful shutdown (barrier-unlink fix from #52596 not applied)
- [Bugfix][KV Offload] Advertise complete chunks as retrievable cache units
- Add sweep warmup and failure recovery
- Recipes staged sweep workflow
- [Perf][Startup] Keep torch._inductor out of import vllm (restore #40056 lazy import)
- [Perf][Startup] Move atomic_writer out of weight_utils so the model-info cache save stays light
- [Offload] Avoid /dev/shm mmap file leak in TieringOffloadingSpec on non-graceful shutdown (#57303)
- [Perf][MRV2] Fuse final Gumbel sampler argmax and gather
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- Python not yet supported