unslothai/notebooks

▲ 13 stars today★ 5,732⑂ 950

250+ Fine-tuning & RL Notebooks for text, vision, audio, embedding, TTS models.

unsloth
Open on GitHub ↗Homepage ↗

About unslothai/notebooks

unslothai/notebooks is an open-source project on GitHub, mainly written in Jupyter Notebook. 250+ Fine-tuning & RL Notebooks for text, vision, audio, embedding, TTS models. It currently holds 5,732 stars and 950 forks with 75 open issues, and was last pushed on 2026-10-10 (repository created 2024-12-08).

Project Overview

Git Homed tracks it on the Today's Trending board, currently at rank #65 with 13 new stars today.

GitHub Repository Details

Repository unslothai/notebooks · default branch main · size 142562 KB · watchers 38 · source: GitHub REST API and repository README

README

https://github.com/unslothai/notebooks/blob/HEAD/unsloth logo

📒 Fine-tuning Notebooks

Below are Colab notebooks, organized by model. You can also view all notebooks in our docs.
The notebooks run locally and feature data prep, training and inference. Read our fine-tuning guide.

Main Notebooks

| Model | Type | Notebook Link | |-----------------------------|----------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| | Unsloth Studio | Chat UI | Open in Colab | | Gemma 4 (E2B) | Vision | Open in Colab | | Qwen3.5 (4B) | Vision | Open in Colab | | Qwen3.5 (2B) | Vision | Open in Colab | | gpt-oss (20B) | Fine-tuning | Open in Colab | | gpt-oss (20B) | GRPO | Open in Colab | | Qwen3 (14B) | Conversational | Open in Colab | | Qwen3-VL (8B) | Vision | Open in Colab | | Qwen3-Embedding (0.6B) | Embeddings | Open in Colab.ipynb) | | Qwen3: Advanced GRPO | GRPO | Open in Colab | | Llama 3.2 (1B) | PPO | Open in Colab | | Gemma 3 (4B) | Vision | Open in Colab | | Gemma 3N (4B) | Audio | Open in Colab | | embeddinggemma (300M) | Embeddings | Open in Colab | | Mistral Ministral 3 (3B)| Vision | Open in Colab | | Mistral v0.3 (7B) | Vision | Open in Colab-Alpaca.ipynb) | | Llama 3.1 (8B) Alpaca | Alpaca | Open in Colab | | Llama 3.2 (1B + 3B)| Conversational | Open in Colab | | Phi-4 (14B) | Conversational | Open in Colab | | Orpheus-TTS (3B) | TTS | Open in Colab |

Gemma 4 Notebooks

| Model | Type | Notebook Link | | --- | --- | --- | | Gemma4 (E2B) | Sudoku (GRPO RL) | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab | | Gemma4 (E2B) | Auto Kernel Creation (GRPO RL) | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab | | Gemma4 (E2B) | 2048 Game (GRPO RL) | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab | | Gemma4 (31B) | Vision | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab | | Gemma4 (31B) | Conversational | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab | | Gemma4 (E4B) | Vision | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab | | Gemma4 (E4B) | Conversational | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab | | Gemma4 (E4B) | Audio | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab | | Gemma4 (26B A4B) | Vision | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab | | Gemma4 (26B A4B) | Conversational | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab | | Gemma4 (E2B) | Vision | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab | | Gemma4 (E2B) | Conversational | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab | | Gemma4 (E2B) | Audio | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab |

GRPO & Reinforcement Learning Notebooks

| Model | Type | Notebook Link | | --- | --- | --- | | Muse Glimmer (30B) | Sudoku | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab | | Llama3.1 (8B) | GSM8K Math + vLLM | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab | | NeMo Gym Sudoku | Sudoku | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab | | NeMo Gym Multi Environment | Multi Environment | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab | | gpt oss BF16 (20B) | 2048 Game | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab | | gpt oss (20B) | Minesweeper Game | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab | | gpt oss (20B) | Auto Kernel Creation | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab | | Qwen3 (8B) | DAPO Math + vLLM | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab | | Llama3 (8B) | ORPO | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab | | Openenv wordle | Wordle + vLLM | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab | | Qwen2.5 VL (7B) | Vision Math + vLLM | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab | | Zephyr (7B) | DPO | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab | | Llama3.2 (1B) | PPO | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab | | (OpenEnv) gpt oss BF16 (20B) | 2048 Game | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab | | gpt oss (20B) | Auto Kernel Creation | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab | | gpt oss (20B) | 2048 Game | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab | | (OpenEnv) gpt oss (20B) | 2048 Game | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab | | (DGX Spark) gpt oss (20B) | 2048 Game | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab | | (A100) gpt oss (20B) | Auto Kernel Creation | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab | | Qwen2.5 (3B) | GSM8K Math + vLLM | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab | | Llama3.2 (1B) | DAPO Math + vLLM | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab | | Qwen3 VL (8B) | Vision Math | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab | | Mistral v0.3 (7B) | GSM8K Math + vLLM | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab | | Qwen3 5 (4B) | Vision Math | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab | | Gemma3 (4B) | Vision Math | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab | | Phi 4 (14B) | GSM8K Math + vLLM | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab | | Gemma3 (1B) | GSM8K Math | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab | | DeepSeek R1 0528 Qwen3 (8B) | DAPO Math + vLLM | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab | | LFM2.5 (1.2B) | DAPO Math | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab | | Gemma4 (E2B) | Sudoku | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab | | Gemma4 (E2B) | Auto Kernel Creation | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab | | Gemma4 (E2B) | 2048 Game | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab | | Qwen3 (4B) | DAPO Math + vLLM | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab | | Ministral3 (3B) | Sudoku | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab |

Tool Calling Notebooks

| Model | Type | Notebook Link | | --- | --- | --- | | Qwen2.5 Coder (1.5B) | Tool Calling | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab | | FunctionGemma (270M) | Tool Calling | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab | | FunctionGemma (270M) | Mobile Actions | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab | | FunctionGemma (270M) | Inference | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab | | FunctionGemma (270M) | Conversational | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab |

Text-to-Speech (TTS) Notebooks

| Model | Type | Notebook Link | | --- | --- | --- | | Spark TTS (0.5B) | TTS | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab | | Llasa TTS (1B) | TTS | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab | | Orpheus (3B) | TTS | https://github.com/unslothai/notebooks/blob/HEAD/Open In Colab | | Llasa TTS (3B) | TTS |

GitHub Stars & Activity

5,732Stars
950Forks
75Open issues
Jupyter NotebookLanguage

GitHub Popularity

GitHub stars5,732
Forks950
Open issues75
Primary languageJupyter Notebook
LicenseLGPL-3.0
Stars gained today13
Created2024-12-08
Last pushed2026-10-10

Trending History

Daily boardrank #65 · ▲ 13 stars

Related GitHub Projects

1

jackfrued / Python-100-Days

Jupyter Notebook★ 187,000⑂ 55,751▲ 41 stars
→
2

Lordog / dive-into-llms

Jupyter Notebook★ 56,179⑂ 6,716▲ 147 stars
→
3

openai / CLIP

Jupyter Notebook★ 34,438⑂ 4,058▲ 7 stars
→
4

datawhalechina / happy-llm

Jupyter Notebook★ 34,280⑂ 3,229▲ 24 stars
→
5

datawhalechina / self-llm

Jupyter Notebook★ 32,428⑂ 3,127▲ 13 stars
→
6

NirDiamant / RAG_Techniques

Jupyter Notebook★ 29,771⑂ 3,648▲ 44 stars
→
7

microsoft / OmniParser

Jupyter Notebook★ 25,509⑂ 2,236▲ 6 stars
→
8

NirDiamant / agents-towards-production

Jupyter Notebook★ 21,605⑂ 2,869▲ 45 stars
→

More Trending Repositories