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
- [Kernel] Add opcheck tests for punica kernels
- [Misc] Allow for unsigned zero NAN representation in ScalarType
- [Model][Bugfix] Add glm-4v Model and Fix bnb Quantization Issue
- [WIP][Model][Kernel][Bugfix] Commits for new MSFT PhiMoE model
- [Kernel] Support prefill and decode attention kernel in parallel
- [Bug]: when `echo=True`, vllm will append chat template(`assistant`) after the last message
- [Feature]: support chunked_prefill for llava
- [Bug]: Gemma2 models inference using vLLM 0.5.4 produces incorrect responses
- [WIP][SPMD] Support spec decoding
- [Usage]: The results of the model depend on the number of GPUs.
- Docs
- Python not yet supported