Below are our notebooks for Google Colab categorized by model. You can also view our Kaggle notebooks here.
| Model | Type | Colab Link |
|---|---|---|
| Phi 4 | GRPO | Open in Colab |
| Meta Synthetic Data Llama3.1 | GRPO | Open in Colab |
| Llama3.1 | GRPO | Open in Colab |
| Advanced Llama3 1 | GRPO | Open in Colab |
| Qwen3 | GRPO | Open in Colab |
| Gemma3 | GRPO | Open in Colab |
| Meta Synthetic Data Llama3 2 | GRPO | Open in Colab |
| Qwen2.5 | GRPO | Open in Colab |
| Mistral v0.3 | GRPO | Open in Colab |
| Mistral v0.3 | GRPO | Open in Colab |
| Model | Type | Colab Link |
|---|---|---|
| Gemma3 | Open in Colab | |
| Gemma2 | Alpaca | Open in Colab |
| Gemma2 | Alpaca | Open in Colab |
| CodeGemma | Conversational | Open in Colab |
| Model | Type | Colab Link |
|---|---|---|
| Llama3.2 | Conversational | Open in Colab |
| Llama3.2 | Vision | Open in Colab |
| Llama3.1 | Alpaca | Open in Colab |
| Llama3.1 | Inference | Open in Colab |
| Llama3 | Conversational | Open in Colab |
| Llama3 | Alpaca | Open in Colab |
| Llama3 | Ollama | Open in Colab |
| Llama3 | ORPO | Open in Colab |
| Llasa TTS | TTS | Open in Colab |
| TinyLlama | Alpaca | Open in Colab |
| Model | Type | Colab Link |
|---|---|---|
| Mistral v0.3 | Alpaca | Open in Colab |
| Mistral v0.3 | CPT | Open in Colab |
| Mistral v0.3 | Conversational | Open in Colab |
| Zephyr | DPO | Open in Colab |
| Pixtral | Vision | Open in Colab |
| Mistral Small | Alpaca | Open in Colab |
| Mistral Nemo | Alpaca | Open in Colab |
| Mistral | Text Completion | Open in Colab |
| Model | Type | Colab Link |
|---|---|---|
| Orpheus | TTS | Open in Colab |
| Model | Type | Colab Link |
|---|---|---|
| Oute TTS | TTS | Open in Colab |
| Model | Type | Colab Link |
|---|---|---|
| Phi 4 | Conversational | Open in Colab |
| Phi 3.5 Mini | Conversational | Open in Colab |
| Phi 3 Medium | Conversational | Open in Colab |
| Model | Type | Colab Link |
|---|---|---|
| Qwen3 | Reasoning Conversational | Open in Colab |
| Qwen3 | Alpaca | Open in Colab |
| Qwen3 | Open in Colab | |
| Qwen2.5 Coder | Tool Calling | Open in Colab |
| Qwen2.5 VL | Vision | Open in Colab |
| Qwen2.5 | Alpaca | Open in Colab |
| Qwen2.5 Coder | Conversational | Open in Colab |
| Qwen2 VL | Vision | Open in Colab |
| Qwen2 | Alpaca | Open in Colab |
| Model | Type | Colab Link |
|---|---|---|
| Spark TTS | TTS | Open in Colab |
| Model | Type | Colab Link |
|---|---|---|
| Whisper | Open in Colab |
| Model | Type | Colab Link |
|---|---|---|
| CodeForces cot Finetune for Reasoning on CodeForces | Reasoning | Open in Colab |
| Unsloth | Studio | Open in Colab |
| Sesame CSM | TTS | Open in Colab |
Click for all our Kaggle notebooks categorized by model:
| Model | Type | Kaggle Link |
|---|---|---|
| Kaggle Phi 4 | GRPO | Open in Kaggle |
| Kaggle Llama3.1 | GRPO | Open in Kaggle |
| Kaggle Meta Synthetic Data Llama3.1 | GRPO | Open in Kaggle |
| Kaggle Meta Synthetic Data Llama3 2 | GRPO | Open in Kaggle |
| Kaggle Gemma3 | GRPO | Open in Kaggle |
| Kaggle Qwen3 | GRPO | Open in Kaggle |
| Kaggle Advanced Llama3 1 | GRPO | Open in Kaggle |
| Kaggle Qwen2.5 | GRPO | Open in Kaggle |
| Kaggle Mistral v0.3 | GRPO | Open in Kaggle |
| Kaggle Mistral v0.3 | GRPO | Open in Kaggle |
| Model | Type | Kaggle Link |
|---|---|---|
| Kaggle Gemma3 | Open in Kaggle | |
| Kaggle Gemma2 | Alpaca | Open in Kaggle |
| Kaggle Gemma2 | Alpaca | Open in Kaggle |
| Kaggle CodeGemma | Conversational | Open in Kaggle |
| Model | Type | Kaggle Link |
|---|---|---|
| Kaggle Llama3.2 | Conversational | Open in Kaggle |
| Kaggle Llama3.2 | Vision | Open in Kaggle |
| Kaggle Llama3.1 | Alpaca | Open in Kaggle |
| Kaggle Llama3.1 | Inference | Open in Kaggle |
| Kaggle Llama3 | Ollama | Open in Kaggle |
| Kaggle Llama3 | Conversational | Open in Kaggle |
| Kaggle Llama3 | Alpaca | Open in Kaggle |
| Kaggle Llama3 | ORPO | Open in Kaggle |
| Kaggle TinyLlama | Alpaca | Open in Kaggle |
| Kaggle Llasa TTS | TTS | Open in Kaggle |
| Model | Type | Kaggle Link |
|---|---|---|
| Kaggle Mistral v0.3 | Conversational | Open in Kaggle |
| Kaggle Mistral v0.3 | Alpaca | Open in Kaggle |
| Kaggle Mistral v0.3 | CPT | Open in Kaggle |
| Kaggle Zephyr | DPO | Open in Kaggle |
| Kaggle Mistral Nemo | Alpaca | Open in Kaggle |
| Kaggle Mistral Small | Alpaca | Open in Kaggle |
| Kaggle Pixtral | Vision | Open in Kaggle |
| Kaggle Mistral | Text Completion | Open in Kaggle |
| Model | Type | Kaggle Link |
|---|---|---|
| Kaggle Orpheus | TTS | Open in Kaggle |
| Model | Type | Kaggle Link |
|---|---|---|
| Kaggle Oute TTS | TTS | Open in Kaggle |
| Model | Type | Kaggle Link |
|---|---|---|
| Kaggle Phi 4 | Conversational | Open in Kaggle |
| Kaggle Phi 3.5 Mini | Conversational | Open in Kaggle |
| Kaggle Phi 3 Medium | Conversational | Open in Kaggle |
| Model | Type | Kaggle Link |
|---|---|---|
| Kaggle Qwen3 | Alpaca | Open in Kaggle |
| Kaggle Qwen3 | Open in Kaggle | |
| Kaggle Qwen3 | Reasoning Conversational | Open in Kaggle |
| Kaggle Qwen2.5 Coder | Conversational | Open in Kaggle |
| Kaggle Qwen2.5 VL | Vision | Open in Kaggle |
| Kaggle Qwen2.5 Coder | Tool Calling | Open in Kaggle |
| Kaggle Qwen2.5 | Alpaca | Open in Kaggle |
| Kaggle Qwen2 | Alpaca | Open in Kaggle |
| Kaggle Qwen2 VL | Vision | Open in Kaggle |
| Model | Type | Kaggle Link |
|---|---|---|
| Kaggle Spark TTS | TTS | Open in Kaggle |
| Model | Type | Kaggle Link |
|---|---|---|
| Kaggle Whisper | Open in Kaggle |
| Model | Type | Kaggle Link |
|---|---|---|
| Kaggle CodeForces cot Finetune for Reasoning on CodeForces | Reasoning | Open in Kaggle |
| Kaggle Unsloth | Studio | Open in Kaggle |
| Kaggle Sesame CSM | TTS | Open in Kaggle |
If you'd like to contribute to our notebooks, here's a guide to get you started:
- Find the Template: We've provided a template notebook called
Template_Notebook.ipynbin the root directory of this project. This template contains the basic structure and formatting guidelines for all notebooks in this collection. - Create Your Notebook:
- Make a copy of
Template_Notebook.ipynb. - Rename the copied file to follow this naming convention:
- LLM Notebooks:
<Model Name>-<Type>.ipynb(e.g.,Mistral_v0.3_(7B)-Alpaca.ipynb) - Vision Notebooks:
<Model Name>-Vision.ipynb(e.g.,Llava_v1.6_(7B)-Vision.ipynb) - Example of
<Type>:Alpaca,Conversational,CPT,DPO,ORPO,Text_Completion,CSV,Inference,Unsloth_Studio
- LLM Notebooks:
- Make a copy of
- Place in
original_template: Once your notebook is ready, move it to theoriginal_templatedirectory. - Update Notebooks: Run the following command in your terminal:
This script will automatically:
python update_all_notebooks.py
- Copy your notebook from
original_templateto thenotebooksdirectory. - Update the notebook's internal sections (like Installation, News) to ensure consistency.
- Add your notebook to the appropriate list in this
README.mdfile.
- Copy your notebook from
- Create a Pull Request: After that, just create a pull request (PR) to merge your changes, making it available for everyone!
- We appreciate your contributions and look forward to reviewing your notebooks!