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
- [RFC]: AMD Zen CPU CI Infrastructure for vLLM
- [Quantization][FP8] Replace bare asserts with descriptive exceptions in fp8.py
- [KVCache] Add Triton software NVFP4 KV cache support
- [MM][Perf] Add PaddleOCR-VL encoder CUDA graph support
- [Bugfix][Model] Fix Qwen3 deepstack buffer device mismatch
- llmd+vllm+mori-ep(intra node wide-ep)+mori-io(write) for 1p1d with dp=ep=8 tp=1
- [Profiler] Get Detailed MultiModal Data Preprocessing Timing Stats
- [Feature]: Support DeepSeek-V4 FIM completion suffix rendering
- [Bug] MooncakeConnector: KV cache data corruption under concurrent PD transfers (batch_transfer_sync_write race)
- LMCache MP external KV cache key omits LoRA identity, allowing cross-adapter KV hits
- Docs
- Python not yet supported