lorax
https://github.com/predibase/lorax
Python
Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs
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- Issues
- Batch prefill tokens uses max input tokens as default
- Invoke API based external models
- (WIP) snowflake endpoint POC
- Expose env to set base path for local adpaters
- CORS allow origin doesn't support wildcard *
- Fix Mixtral usage with `--compile`
- Need some help. " You need to decrease --max-batch-prefill-tokens."
- Add support for LoReFT
- log arbitrary headers
- Async client to backoff when model overloaded
- Docs
- Python not yet supported