lorax
https://github.com/predibase/lorax
Python
Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs
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- Issues
- Add support for control vector adapters per request
- Add in "--adapter-memory-fraction" to docs
- Support constrained generation of valid Python types
- Add support for AQLM quantization
- Misleading/wrong openapi schema in REST API docs for structured output
- Supporting inference with EETQ quantized model
- Fix PyTorch CUDA version in Docker
- Batch inference endpoint (OpenAI compatible)
- Improve async load for adapters to avoid main thread lockups in server
- Add all launcher args as optional in the Helm charts
- Docs
- Python not yet supported