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
- Add KVCrush KV Cache compression for vLLM
- [Attention] Cover missed context segments in the sparse MLA indexer top-k
- [Bug]: Qwen3-Reranker: Process Hang with `/score` Endpoint for Specific Data
- [Rust Frontend][RFC] Anthropic Messages API: /v1/messages and /v1/messages/count_tokens
- [ROCm][MLA][Perf] Fuse decode QK-RoPE + Q-concat + KV-concat + KV-cache write for sparse MLA
- [Performance]: MiniMax-M3 verify-as-decode re-streams the sparse KV from HBM once per draft token
- [Bug]: MXFP4 MoE Marlin fallback crashes with illegal memory access on Hopper (DeepSeek V4, TP+EP) — non-tile-aligned intermediate size
- [Bugfix] Add DSV4-Flash-DSpark gsm8k and pipe kv_quant_mode through SWA MLA unify
- [CPU] Add MoE DP/EP support
- [Bug]: DSV4 sparse MLA emits garbage (gsm8k ~0%) with the packed KV layout from #44577
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