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
- [Kernel][Hardware][AMD] Fix unsupported fp8 dtype on gfx942
- [DeepSeekV4][PCP] Enable context-parallel prefill for hybrid KV and MegaMoE
- [Bugfix][SM120] Enable CUTLASS grouped GEMM (MoE) for SM_120/SM_121 consumer Blackwell
- [Doc] Add ColBERT query embedding usage guidance
- [kv_connector] Introduce explicit KVCache offloading connector
- [BugFix] Fix extract_hidden_states CUDA graph padding polluting KV cache
- KV Cache MLA NaN Write Reporting
- [Performance]: Async scheduling on AMD hardware
- [Feat][rust-vllm] add log available router
- [Bug]: failed with AssertionError when using mooncakeconnector
- Docs
- Python not yet supported