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
- [docs] add load balancing examples
- Any optimization options for H100?
- Use LRU cache for CUDA Graphs
- systems with SELinux
- [Feature Request] Mixtral Offloading
- Feature request: Expert parallel for MoE architectures
- Beam Search Length Normalization Wrong
- KeyError: 'base_model.model.lm_head.base_layer.weight'
- Watchdog caught collective operation timeout for llama2-70b-chat on tp=8
- Llama Guard inconsistent output between HuggingFace's Transformers and vLLM
- Docs
- Python not yet supported