axolotl

We have hosted the application axolotl in order to run this application in our online workstations with Wine or directly.

Quick description about axolotl:

Axolotl is a powerful and flexible framework for fine-tuning large language models on custom datasets. Built for researchers and developers, Axolotl simplifies the process of adapting LLMs for specific tasks, including chat, code generation, and instruction following. It supports a wide variety of model architectures and offers out-of-the-box optimization strategies for efficient training.

Features:

• Supports fine-tuning of LLaMA, Mistral, and other transformer models
• Simple configuration for dataset loading and model training
• Includes advanced optimization techniques like LoRA and QLoRA
• Handles multi-GPU and distributed training efficiently
• Compatible with Hugging Face Transformers and PEFT libraries
• Provides tooling for evaluation and model export

Programming Language: Python.
Categories: