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
- Preserve FP8 indexer WK pairs across incremental load_weights calls
- [Rust Frontend] Add /tokenizer_info endpoint
- [Bug]: GPU coredump during FlashInfer `trtllm_bf16_moe` autotune with Qwen3.5-35B-A3B on B200 (DP=2 + EP)
- [Kernel] Start SWA/chunked KV-tile loop at first allowed key (#44575)
- [Bug]: MTP speculative decoding with --kv-cache-dtype auto produces cross-sequence garbage under batching (Gemma-4 W4A16; fp8 KV unaffected)
- [DRAFT][Refactor] Harmony Responses API Refactor to use HarmonyParser
- [Spec Decode] Support SWA + DFlash for MiMo
- [Tracking][Spec Decode] DFlash Bring-Up Tracker
- [ASR] Add Voice Activity Detection (VAD)
- [Bugfix] Fix Humming kernel weight conversion for unpacked CompressedTensors W4A8 INT checkpoints
- Docs
- Python not yet supported