georgian-io/LLM-Finetuning-Toolkit
A CLI toolkit for fine-tuning open-source LLMs with LoRA/QLoRA and running ablation studies.
Not currently ranked — collecting fresh signals.
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A configuration-based command-line tool for launching LLM fine-tuning experiments on custom data. It orchestrates prompts, open-source LLMs, and optimization strategies through YAML files to control the experimentation pipeline end-to-end. Supports popular model families including Llama2, Mistral-7B, FLAN-T5, Falcon, and Zephyr, with techniques such as LoRA and QLoRA for parameter-efficient fine-tuning, along with ablation studies and unit testing workflows.
Frequently asked
- What is georgian-io/LLM-Finetuning-Toolkit?
- A CLI toolkit for fine-tuning open-source LLMs with LoRA/QLoRA and running ablation studies.
- Is LLM-Finetuning-Toolkit open source?
- Yes — georgian-io/LLM-Finetuning-Toolkit is open source, released under the Apache-2.0 license.
- What language is LLM-Finetuning-Toolkit written in?
- georgian-io/LLM-Finetuning-Toolkit is primarily written in Python.
- How popular is LLM-Finetuning-Toolkit?
- georgian-io/LLM-Finetuning-Toolkit has 872 stars on GitHub.
- Where can I find LLM-Finetuning-Toolkit?
- georgian-io/LLM-Finetuning-Toolkit is on GitHub at https://github.com/georgian-io/LLM-Finetuning-Toolkit.