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
- ImportError : /opt/conda/lib/python3.10/site-packages/vllm/_C.cpython-310-x86_64-linux-gnu.so: undefined symbol: _ZN3c106detail14torchCheckFailEPKcS2_jRKSs
- [Performance]: strange throughput degradation and fluctuation
- [Bug]: lora base_model.model.lm_head.base_layer.weight is not supported
- [Feature]: integrated model controller panel support?
- Add temperature to beam search
- Diverse Beam Search
- [Bug]: Assertion `idx < size()' failed (vllm on AMD)
- [Bug]: Open AI server error with CPU only engine
- [Bug]: When will vllm support P-Tuning_V2 fine-tuning models
- [Bug]: _raise_exception_on_finish throw asyncio.exceptions.CancelledError for vLLM on CPU
- Docs
- Python not yet supported