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
- [Bug]: When enforce_eager==False, the GPU memory is not cleaned by the standard cleanup() procedure
- [Bug]: leading space within content via OpenAI Compatible Server
- FP8 MoE implementation, take 2
- [Bug]: mixtral 8x7b outputs in-consistency between vllm and HF transfomers
- [Performance]: Can we merge the lora shrink and expand kernels in up_proj?
- [Bug]: Fails to initialize LLM engine on neuron with error - NeuronWorker.__init__() missing 1 required positional argument: 'cache_config'
- [Usage]: Cannot load model on 2 4090
- [Feature]: Support for JetMoE model
- [Usage]: long prompt logits calculation
- [Bug]: Longchat-7b-v1.5-32k get different result with TP4 and TP2
- Docs
- Python not yet supported