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][ROCm] Two or more vLLM processes on one MI300X (SR-IOV VF) hang within minutes: queue head dispatch accepted, no waves, GFX 100%
- [ROCm][Perf][Qwen4Exp] Tile QSA indexer scoring and skip invisible columns
- [ROCm][Perf][Qwen4Exp] Tune sparse GQA prefill profile on gfx942 and gfx950
- fix: remove misleading `--quantization gptq` hint from Marlin shape errors
- [ROCm][Perf] prefix_prefill: run mixed batches on all XCDs and skip empty query blocks
- [Bug]: `cudagraph_mode=FULL` + FA3 split-KV returns wrong logits: the combine kernel's tile scheduler is chosen from the capture-time dummy batch
- [Docs] Clarify MCP label filtering and Python tool availability
- [XPU][LoRA] Support MXFP4 MoE LoRA via XpuFusedMoe hooks
- [ROCm][Perf][GLM-5.3-Flash] MonoKernel: read and write the mxfp4_mla KV cache
- [XPU][CI] Re-enable `test_reset_prefix_cache_e2e` and `test_scheduler_e2e` on XPU
- Docs
- Python not yet supported