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
- [ROCm][Cleanup] Remove stale AITER FA hybrid KV-cache TODO
- [Bug]: [Bug] Severe GPU Memory Leak and OOM with Native KV Offloading in Multi-Node PP=2 TP=8 Setup (v0.22.0)
- [Bug]: when set kv_cache_dtype to fp8 or fp8_e4m3 causes the d node to crash
- [Bug]: vLLM hangs during speculative decoding with MoE draft model near max_model_len under Data Parallelism (DP)
- [Draft][XPU] Initial enablement deepep on XPU
- [Usage]: [Question] Inconsistent inference results (completely opposite outputs) across identical environments despite temperature=0
- [Bugfix][CI] Fix `ImportError: libcudart.so.12: cannot open shared object file: No such file or directory`
- [Bug]: Qwen3-VL EVS video pruning crashes with CPU/CUDA device mismatch in _create_final_video_embeddings
- [Bug]: EVS for qwen3-vl
- [Bug]: Non-deterministic KV-cache reservation on hybrid GDN model (Qwen3.6) → CUDA-graph capture OOMs after /health passes → restart crash-loop (native full RTX 5090 / sm120)
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- Python not yet supported