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
- [Bug] Deepseek-V4-Pro corruption: H100 multi-rank startup can select a FlashInfer block-FP8 path with a cold JIT cache race
- [ROCm] Added warmup for AITER unified attention
- [Bug]: vLLM serving Qwen3.6-27B with multimodal inputs causes InternalServerError due to CUDA OOM despite sufficient GPU memory
- [Bug]: StreamingParserEngine leaks a bare tag fragment (e.g. '<tool_') into content when a PreLexedTerminal supersedes a buffered text-token prefix of the same tag
- [Bug]: Regression ; v0.24.0 -> v0.25.1 / v0.26.0 breaks MinimaxM2.7 TP2 on NVIDIA GH200NVL2
- [Docs] Add macOS/CPU build path to contributing guide
- observability: Make prefix cache hit-rate sliding window size configurable
- [Model] Honor fp32 head_dtype in Inkling muP logits (target + MTP draft)
- [Bug]: Native KV offloading with prefix caching changes tool visibility after a long shared-prefix request on Qwen3.6
- [Bugfix][Quantization] Respect explicit WNA16 MoE backend
- Docs
- Python not yet supported