GitHub topic

fine-tuning GitHub repositories

Explore 33 tracked GitHub repositories tagged fine-tuning. Compare their recorded star activity and implementation languages, then follow related topics to find other projects.

Snapshot: 2026-10-28. The collection gained 149 stars since the previous daily snapshot.

Tracked repositories: 33
Total stars: 350,343
Stars gained · 7 days: +1,232
Stars gained · 30 days: +6,805

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Up to five projects on this page, ordered by daily star growth. Open a project for its description and recorded star history.

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Star activity for fine-tuning repositories on this page
Repository	Total stars	Today	7 days	30 days
unslothai/unsloth	78.6K	+40	+316	+1,762
MakazhanAlpamys/Soup	9.7K	+31	+246	+2,321
run-llama/llama_index	52.7K	+19	+112	+363
overmind-core/overmind	703	+14	+33	+192
hiyouga/LlamaFactory	75.7K	+8	+145	+657

Explore repositories

Showing 1–33 of 33 tracked repositories.

unslothai/unsloth

Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4.1, MiniMax-H3, Gemma 4, FLUX and more.

★ 78.6K+40 todayPython

llm ai

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MakazhanAlpamys/Soup

Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.

★ 9.7K+31 todayPython

llm machine-learning

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run-llama/llama_index

LlamaIndex is the document processing platform for AI

★ 52.7K+19 todayPython

llm agents

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overmind-core/overmind

The platform for continuously improving AI agents.

★ 703+14 todayPython

llm ai-agents

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hiyouga/LlamaFactory

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

★ 75.7K+8 todayPython

llm ai

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dipakkr/awesome-ai-engineering

🚀 A curated collection of AI engineering resources, roadmaps, tools, and projects covering LLMs, RAG, AI Agents, MCP, fine-tuning, evaluations, and production AI systems.

amitshekhariitbhu/ai-engineering-interview-questions

Your Cheat Sheet for AI Engineering Interview – Questions and Answers.

★ 3.6K+4 todayMarkdown

llm ai

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axolotl-ai-cloud/axolotl

Go ahead and axolotl questions

★ 12.6K+3 todayPython

llm fine-tuning

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beam-cloud/beta9

Ultrafast serverless GPU inference, sandboxes, and background jobs

★ 1.8K+3 todayGo

llm self-hosted

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invergent-ai/surogate

Train and serve LLMs at extreme speed and massive throughput.

★ 859+3 todayC++

llm deep-learning

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pykeio/ort

Fast ML inference & training for ONNX models in Rust

★ 2.6K+2 todayRust

ai machine-learning

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datawhalechina/base-llm

从 NLP 到 LLM 的算法全栈教程，在线阅读地址：https://datawhalechina.github.io/base-llm/

★ 1.1K+2 todayJupyter Notebook

llm python

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bentoml/OpenLLM

Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud.

★ 12.6K+2 todayPython

llm llama

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kubeflow/trainer

Distributed AI Model Training and LLM Fine-Tuning on Kubernetes

★ 2.3K+2 todayGo

llm ai

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oumi-ai/oumi

Easily fine-tune (SFT/RL), evaluate, and deploy Qwen, Gemma, or any open agentic LLM/VLM!

★ 9.4K+2 todayPython

llm agentic-ai

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Kiln-AI/Kiln

Build, Evaluate, and Optimize AI Systems. Includes evals, RAG, agents, fine-tuning, synthetic data generation, dataset management, MCP, and more.

NVIDIA-NeMo/Curator

Scalable data pre processing and curation toolkit for LLMs

★ 1.8K+1 todayPython

llm large-language-models

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Tavris1/AI-Toolkit-Easy-Install

One-click Portable Windows installation of 'AI-Toolkit by Ostris'

★ 536+1 todayBatchfile

machine-learning fine-tuning

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ludwig-ai/ludwig

Low-code framework for building custom LLMs, neural networks, and other AI models

AI-Hypercomputer/maxtext

A simple, performant, and scalable Jax LLM!

★ 2.5K+1 todayPython

llm deepseek

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dstackai/dstack

A unified orchestration layer for heterogeneous AI compute. It standardizes how to manage compute and run training and inference on GPU clouds, Kubernetes, VMs, or bare-metal clusters.

★ 2.3K+1 todayPython

machine-learning agent-skills

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bghira/SimpleTuner

A general fine-tuning kit geared toward image/video/audio diffusion models.

★ 2.9K+1 todayPython

machine-learning fine-tuning

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bespokelabsai/curator

Synthetic data curation for post-training and structured data extraction

★ 1.8K+1 todayPython

llm machine-learning

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Build, personalize and control your own LLMs. From data pre-processing to fine-tuning, xTuring provides an easy way to personalize open-source LLMs. Join our discord community: https://discord.gg/TgHXuSJEk6

★ 2.7K+1 todayPython

llm deep-learning

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huggingface/peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

★ 21.9K+0 todayPython

llm pytorch

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calmrocks/ai-engineer-notebooks

Hands-on, framework-free Colab notebooks for the AI Engineer / Forward Deployed Engineer (FDE) skill set — model APIs, structured output, tool calling, RAG, evals-as-the-spine, agents (loop from scratch, tool design, guardrails, MCP, Skills), fine-tuning vs LoRA, prompt-injection/security, LLMOps, and customer craft. Runs on the free Groq API.

★ 712+0 todayJupyter Notebook

llm mcp

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modelscope/ms-cookbook

魔搭紫皮书｜ModelScope Cookbook：面向开发者的开源模型应用实战指南，覆盖模型选型、推理、微调、评测、RAG、Agent 与 AIGC，从跑通第一个模型到构建实际应用。

★ 507+0 todayHTML

llm ai-agents

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whitecircle/halo

Halo is an open-source framework built by White Circle for training large language and multimodal models

h2oai/h2o-llmstudio

H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/

★ 5.2K+0 todayPython

llm ai

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DaoyuanLi2816/can-i-finetune-this

Single-GPU LLM fine-tuning preflight: memory estimates, runnable LoRA/QLoRA recipes, and local measurements.

★ 794+0 todayPython

llm pytorch

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nolabs-ai/deepfabric

Generate High-Quality Synthetics, Train, Measure, and Evaluate in a Single Pipeline

★ 891+0 todayPython

ai machine-learning

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anasfik/openai

The unofficial OpenAI SDK for Dart & Flutter. Full API coverage + OpenAI-compatible providers (Azure, DeepSeek, LM Studio, Ollama): Responses, Chat, Realtime, Videos, Batch, Fine-tuning.

★ 664+0 todayDart

llm ai

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kaito-project/aikit

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

★ 539+0 todayGo

llm ai

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fine-tuning GitHub repositories

Compare star activity

Explore repositories

unslothai/unsloth

MakazhanAlpamys/Soup

run-llama/llama_index

overmind-core/overmind

hiyouga/LlamaFactory

dipakkr/awesome-ai-engineering

amitshekhariitbhu/ai-engineering-interview-questions

axolotl-ai-cloud/axolotl

beam-cloud/beta9

invergent-ai/surogate

pykeio/ort

datawhalechina/base-llm

bentoml/OpenLLM

kubeflow/trainer

oumi-ai/oumi

Kiln-AI/Kiln

NVIDIA-NeMo/Curator

Tavris1/AI-Toolkit-Easy-Install

ludwig-ai/ludwig

AI-Hypercomputer/maxtext

dstackai/dstack

bghira/SimpleTuner

bespokelabsai/curator

stochasticai/xTuring

huggingface/peft

calmrocks/ai-engineer-notebooks

modelscope/ms-cookbook

whitecircle/halo

h2oai/h2o-llmstudio

DaoyuanLi2816/can-i-finetune-this

nolabs-ai/deepfabric

anasfik/openai

kaito-project/aikit

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