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
- Extract kv cache update from flashmla sparse
- [Feature][Speculative Decoding]: Consolidate EAGLE Input Preparation
- [Bug]: Unexpected spaces inserted around `<think>`/`</think>` tokens with Kimi K2-Thinking / K2.5
- [Bug]: V1 Engine: TypeError: FlashAttentionImpl.__init__() got an unexpected keyword argument 'layer_idx' for Qwen2
- [Bug]: Qwen3-Next-80B-A3B-Instruct-NVFP4 can't run with 0.15.0
- [New Model]: PaddleOCR-VL-1.5 Support
- [8/n] Migrated scaled_mm_entry to libtorch stable ABI
- [11/n] Migrate machete kernels to torch stable ABI
- [INTEL_HPU][v0] Enable spec decode on HPU
- Enabling Tool Calls after Text Chunks
- Docs
- Python not yet supported