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
- [Bugfix] Add weights check before applying components weight loading
- [Kernel] Cleanup act_order code from the MarlinMoE kernels
- [Kernel] Split Marlin MoE kernels into multiple files
- [Bug]: loading embedding model intfloat/e5-mistral-7b-instruct results in a bind error
- [Bug]: Using FlashInfer with FP8 model with FP8 KV cache produces an error
- [Core] CUDA Graphs for Multi-Step Chunked Prefill
- [Bug]: [Usage]: is_xpu should return true when the torch.xpu.is_available is true even w/o IPEX
- [Core][Frontend] Support Passing Processor Kwargs
- [Model] Expose Phi3v num_crops as a processor_kwarg
- [Frontend] Batch inference for llm.chat() API
- Docs
- Python not yet supported