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][GB10] Fix negative CUDA graph memory estimate on unified-memory GPUs (#44740)
- [WIP][Perf] AsyncTP fusion for dynamic per-group FP8 scaled_mm + comms
- [Bug]: Implicit failure when using tiered offloading with insufficient CPU space
- [Bug]: Offloading connector possibly offloading stale KV data
- [Bug]: Tool parser returns nested object arguments as JSON strings when tool schema uses $defs/$ref
- [Frontend] Add idle timeout for /v1/realtime audio sessions
- [Bugfix][Tool Parser] Fix granite4 streaming dropping content after a single-delta tool call
- [Kernel][Test] Enable HND layout testing for Triton reshape_and_cache…
- [RFC]: TorchComms DeviceCommunicator for VLLM
- [Benchmark] Report prefix cache hit rate in vllm bench serve
- Docs
- Python not yet supported