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
- [PCP] PCP support ray
- Generalize pooling model support with multi-task, multi-layer, multi-label classification that can be pooled from both hidden states and LM head's logits.
- [CI] Speed up fusion tests
- [core] [DO NOT REVIEW] Enabling Zero-Copy Video with PyNvVideoCodec and IPC
- [Frontend] Add `reasoning_effort` and `parallel_tool_calls` to `extra_args` of `SamplingParams`.
- [Core] Optimize top-k + top-p sampling by avoiding full vocabulary sort
- [Quark] Support online block-diagonal rotations in dense GEMM layers
- [Misc] Add VLLM Config to Prometheus Logger
- [Bugfix] Fix Llama 4 FP8 failure with FlashInfer on B200 (Nullptr crash)
- Add TUI Monitor: Real-time Terminal Dashboard for vLLM Metrics
- Docs
- Python not yet supported