---
title: "aikit"
type: "tool"
slug: "kaito-project-aikit"
canonical_url: "https://www.graphcanon.com/tools/kaito-project-aikit"
github_url: "https://github.com/kaito-project/aikit"
homepage_url: "https://kaito-project.github.io/aikit/"
stars: 533
forks: 57
primary_language: "Go"
license: "MIT"
archived: false
categories: ["model-training", "llm-frameworks", "inference-serving"]
tags: ["gemma", "fine-tuning", "ai", "docker", "chatgpt", "finetuning", "buildkit", "gpt"]
updated_at: "2026-07-12T06:23:27.340886+00:00"
---

# aikit

> Fine-tune, build, and deploy open-source LLMs easily!

Aikit is a toolkit for working with large language models, providing capabilities for fine-tuning, building and deploying open-source LLMS.

## Facts

- Repository: https://github.com/kaito-project/aikit
- Homepage: https://kaito-project.github.io/aikit/
- Stars: 533 · Forks: 57 · Open issues: 41 · Watchers: 8
- Primary language: Go
- License: MIT
- Last pushed: 2026-07-11T07:37:03+00:00

## Trust & health

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

- Maintenance: Very active (computed 2026-07-11T11:41:01.770Z)
- Security scan: No lockfile (0 critical, 0 high, 0 medium, 0 low) · last scan 2026-07-11T11:41:02.575Z
- Full report: [trust report](/tools/kaito-project-aikit/trust.md) · [JSON](https://www.graphcanon.com/api/graphcanon/tools/kaito-project-aikit/trust)

## Categories

- [Model Training](/categories/model-training.md)
- [LLM Frameworks](/categories/llm-frameworks.md)
- [Inference & Serving](/categories/inference-serving.md)

## Tags

gemma, fine-tuning, ai, docker, chatgpt, finetuning, buildkit, gpt

## Category neighbours (exploratory)

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

- [ai-engineering-hub](/tools/patchy631-ai-engineering-hub.md) - Tutorials on LLMs, RAGs, and real-world AI agent applications (★ 36,439) [Steady]
- [llmfit](/tools/alexsjones-llmfit.md) - Hundreds of models & providers. One command to find what runs on your hardware. (★ 29,280) [Very active]
- [litgpt](/tools/lightning-ai-litgpt.md) - High-performance LLMs with recipes for pretraining, finetuning and deployment (★ 13,473) [Very active]
- [open-llms](/tools/eugeneyan-open-llms.md) - A list of open LLMs available for commercial use. (★ 12,825) [Dormant]
- [awesome-generative-ai](/tools/steven2358-awesome-generative-ai.md) - A curated list of modern Generative Artificial Intelligence projects and services (★ 12,279) [Active]
- [llm](/tools/simonw-llm.md) - Access large language models from the command-line (★ 12,172) [Very active]

_+ 2 more not listed._

## Adoption goal

Aikit is a toolkit designed for fine-tuning, building and deploying large language models (LLMs) with an emphasis on open-source technologies.

---

**Machine-readable endpoints**

- JSON: [`/api/graphcanon/tools/kaito-project-aikit`](/api/graphcanon/tools/kaito-project-aikit)
- 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/_