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
- Fix changes the behavior from overriding kv_connector_extra_config to updating
- [Feature]: Add SM120 (RTX 6000/5000 Blackwell) support for native NVFP4 MoE kernels
- cwm tool parser
- [Bug]: FP8 inference much slower than BF16 on MI300X for GLM-4.7 and MiniMax-M2.1
- [Bug]: ModelOpt Llama-4 Checkpoints Take 5+ minutes to load
- [Bugfix] Sanitize malformed tool call recipients in Harmony parser
- [Cleanup] Unify flashinfer utility code
- [Fix] Qwen3-VL-MoE bitsandbytes 4 bit quant
- [Frontend] Try multiple prompts in benchmark initial test run
- [Frontend]: minimax_m2 supports structural_tag
- Docs
- Python not yet supported