---
title: "awesome-llms-fine-tuning"
type: "tool"
slug: "curated-awesome-lists-awesome-llms-fine-tuning"
canonical_url: "https://www.graphcanon.com/tools/curated-awesome-lists-awesome-llms-fine-tuning"
github_url: "https://github.com/Curated-Awesome-Lists/awesome-llms-fine-tuning"
homepage_url: null
stars: 521
forks: 77
primary_language: null
license: null
archived: false
categories: ["llm-frameworks", "model-training"]
tags: ["llms", "deep-learning", "fine-tuning", "ai", "machine-learning", "large-language-models", "awesome-list", "gpt"]
updated_at: "2026-07-11T11:41:07.423486+00:00"
---

# awesome-llms-fine-tuning

> Explore a comprehensive collection of resources, tutorials, papers, tools, and best practices for fine-tuning Large Language Models (LLMs). Perfect for ML practitioners and researchers!

Explore a comprehensive collection of resources, tutorials, papers, tools, and best practices for fine-tuning Large Language Models (LLMs). Perfect for ML practitioners and researchers!

## Facts

- Repository: https://github.com/Curated-Awesome-Lists/awesome-llms-fine-tuning
- Stars: 521 · Forks: 77 · Open issues: 8 · Watchers: 6
- Last pushed: 2024-12-02T20:11:14+00:00

## Trust & health

_Signals computed from public GitHub metadata. Not a security guarantee._

- Maintenance: Dormant (computed 2026-07-11T11:41:05.732Z)
- Security scan: No lockfile (0 critical, 0 high, 0 medium, 0 low) · last scan 2026-07-11T11:41:06.445Z
- Full report: [trust report](/tools/curated-awesome-lists-awesome-llms-fine-tuning/trust.md) · [JSON](https://www.graphcanon.com/api/graphcanon/tools/curated-awesome-lists-awesome-llms-fine-tuning/trust)

## Categories

- [LLM Frameworks](/categories/llm-frameworks.md)
- [Model Training](/categories/model-training.md)

## Tags

llms, deep-learning, fine-tuning, ai, machine-learning, large-language-models, awesome-list, gpt

## Category neighbours (exploratory)

_Same-category tools for discovery only - not curated alternatives. Cap shown at six._

- [awesome](/tools/sindresorhus-awesome.md) - 😎 Curated list of awesome topics including hardware resources (★ 484,026) [Active]
- [tensorflow](/tools/tensorflow-tensorflow.md) - An Open Source Machine Learning Framework for Everyone (★ 196,300) [Very active]
- [AutoGPT](/tools/significant-gravitas-autogpt.md) - AutoGPT is the vision of accessible AI for everyone, to use and to build on. (★ 185,464) [Very active]
- [ollama](/tools/ollama-ollama.md) - Get up and running with various large language models using Ollama. (★ 175,936) [Very active]
- [prompts.chat](/tools/f-prompts-chat.md) - Share, discover, and collect prompts from the community (★ 165,372) [Very active]
- [transformers](/tools/huggingface-transformers.md) - Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models (★ 162,482) [Very active]

_+ 2 more not listed._

---

**Machine-readable endpoints**

- JSON: [`/api/graphcanon/tools/curated-awesome-lists-awesome-llms-fine-tuning`](/api/graphcanon/tools/curated-awesome-lists-awesome-llms-fine-tuning)
- LLM index: [/llms.txt](/llms.txt)
- Full corpus: [/llms-full.txt](/llms-full.txt)

_GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_