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Axolotl

Fine-tuning framework for LLMs with LoRA, QLoRA, and multi-GPU support

CuratedFine-tuning & RLHFLinuxMac

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What it does

Axolotl is an open-source framework (Apache-2.0) for fine-tuning large language models from a single YAML config that covers preprocessing, training, evaluation and quantization. It supports full fine-tuning, LoRA and QLoRA, preference tuning such as DPO and ORPO, reinforcement learning with GRPO, and scales across GPUs and nodes with FSDP, DeepSpeed, torchrun and Ray.

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