This is the Linux app named Axolotl whose latest release can be downloaded as v0.10.1sourcecode.tar.gz. It can be run online in the free hosting provider OnWorks for workstations.
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SCREENSHOTS:
Axolotl
DESCRIPTION:
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
This is an application that can also be fetched from https://sourceforge.net/projects/axolotl.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.