lorax
https://github.com/predibase/lorax
Python
Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs
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- Issues
- why prune in mergeStrategy no rescale remaining?
- Not able to host Llama3.2-11b on Azure A100 80GB server
- Cannot run a FP8 quantized model with LoraX
- Throughput and Latency degradation with a single LoRA adapter on A100 40 GB
- Multi-responses for a single inference
- optimize healthcheck
- Allow adapter loading for VLMs
- Things started failing after new commit into main
- Issue: recognizing a base causal language model as an embedding model
- arc runner: v2
- Docs
- Python not yet supported