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
- [Usage]:Can vllm use a method similar to device_map in transformers ?
- [Bug]: Error when loading mistral and gemma model using VLLM docker
- [Usage]: Can't utilize all VRAM for context
- Upgrade to numpy >= 2.0.0
- [Bug]: INFO 07-19 10:17:50 async_llm_engine.py:167] Aborted request 30d35945-d526-40bc-90c6-40ad73e639b9. INFO 07-19 10:17:50 async_llm_engine.py:49] Engine is gracefully shutting down.
- [Feature]: Support Lora Adapter generated from mistral-finetune
- [RFC]: Single Program Multiple Data (SPMD) Worker Control Plane
- [Bug]: Cannot load fp8 model of internlm2-chat-7b offline
- [Performance]: GPU utilization is low when running large batches on H100
- [Feature]: Any thoughts about MI50 support ?
- Docs
- Python not yet supported