Back to Topics Directory
Topic Hub

#fine-tuning (24 Repositories)

Ranked open-source repositories tagged with #fine-tuning, scored by pull request acceptance likelihood and maintainer engagement velocity.

Topic Avg Merge Rate

34.5%

Avg Review Latency

38.7h

Filter by language

24 repositories tagged #fine-tuning

S TierPython 2.9k

bghira/SimpleTuner

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

93.7%
Merge Rate
1h
First Review
71%
1st-Timers
8
Maintainers
B TierC++ 809

invergent-ai/surogate

Training/Fine-tuning at the speed of light

96.7%
Merge Rate
10d
First Review
100%
1st-Timers
0
Maintainers
A TierPython 75.2k 9 GFIs

unslothai/unsloth

Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, Kimi K3, MiniMax-H3, Gemma 4, FLUX and more.

72.5%
Merge Rate
8h
First Review
46%
1st-Timers
134
Maintainers
A TierPython 2.2k

dstackai/dstack

Vendor-agnostic orchestration for training, inference and agentic workloads across NVIDIA, AMD, TPU, and Tenstorrent on clouds, Kubernetes, and bare metal.

89.8%
Merge Rate
22h
First Review
50%
1st-Timers
17
Maintainers
A TierGo 1.7k

beam-cloud/beta9

Ultrafast serverless GPU inference, sandboxes, and background jobs

91.4%
Merge Rate
12d
First Review
25%
1st-Timers
4
Maintainers
A TierPython 2.5k 24 GFIs

MakazhanAlpamys/Soup

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

37.3%
Merge Rate
3h
First Review
38%
1st-Timers
13
Maintainers
B TierC# 3.5k

AIDotNet/OpenDeepWiki

OpenDeepWiki is the open-source version of the DeepWiki project, aiming to provide a powerful knowledge management and collaboration platform. The project is mainly developed using C# and TypeScript, supporting modular design, and is easy to expand and customize.

100.0%
Merge Rate
-
First Review
100%
1st-Timers
0
Maintainers
B TierPython 2.4k

AI-Hypercomputer/maxtext

A simple, performant, and scalable Jax LLM!

61.2%
Merge Rate
1d
First Review
60%
1st-Timers
61
Maintainers
B TierGo 2.2k 3 GFIs

kubeflow/trainer

Distributed AI Model Training and LLM Fine-Tuning on Kubernetes

53.1%
Merge Rate
2d
First Review
47%
1st-Timers
44
Maintainers
B TierPython 5.0k

Kiln-AI/Kiln

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

74.8%
Merge Rate
9d
First Review
83%
1st-Timers
5
Maintainers
B TierPython 74.4k

hiyouga/LlamaFactory

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

38.8%
Merge Rate
2d
First Review
47%
1st-Timers
51
Maintainers
B TierPython 51.9k

run-llama/llama_index

LlamaIndex is the leading document agent and OCR platform

19.1%
Merge Rate
1d
First Review
13%
1st-Timers
99
Maintainers
D TierHTML 354

ddzipp/AutoAudit

AutoAudit—— the LLM for Cyber Security 网络安全大语言模型

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 143

kubeflow/sdk

Universal Python SDK to run AI workloads on Kubernetes

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierMulti-language 981

louisfb01/start-llms

A complete guide to start and improve your LLM skills in 2026 with little background in the field and stay up-to-date with the latest news and state-of-the-art techniques!

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierJavaScript 168

RapidFireAI/rapidfireai

RapidFire AI: Rapid AI Customization from RAG to Fine-Tuning

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 101

wxhcore/bumblecore

An LLM training framework built from the ground up, featuring a custom BumbleBee architecture and end-to-end support for multiple open-source models across Pretraining → SFT → RLHF/DPO.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 2.0k

adobe-research/custom-diffusion

Custom Diffusion: Multi-Concept Customization of Text-to-Image Diffusion (CVPR 2023)

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 792

DaoyuanLi2816/can-i-finetune-this

Estimate whether a Hugging Face model fits and fine-tunes on your local GPU.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierJUJupyter Notebook 3.0k

ashishpatel26/LLM-Finetuning

LLM Finetuning with peft

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierJUJupyter Notebook 791

MrGiovanni/ModelsGenesis

[MICCAI 2019 Young Scientist Award] [MedIA Best Paper Award] Models Genesis: self-supervised pre-training for 3D medical images. Learns transferable representations from unlabeled CT and MRI volumes, then fine-tunes for downstream segmentation and classification. Keras and PyTorch weights included.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 490

zhao-kun/VibeVoiceFusion

VibeVoiceFusion is a full-stack, multi-speaker voice generation web system featuring LoRA fine-tuning, batch generation, and VRAM optimization. Based on Microsoft's VibeVoice (AR + diffusion architecture)

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierJUJupyter Notebook 2.0k

NVIDIA-NeMo/Nemotron

Developer Asset Hub for NVIDIA Nemotron — A one-stop resource for training recipes, usage cookbooks, datasets, and full end-to-end reference examples to build with Nemotron models

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierMAMarkdown 2.9k

amitshekhariitbhu/ai-engineering-interview-questions

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

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers