# notebooks

**Repository Path**: ideson/notebooks

## Basic Information

- **Project Name**: notebooks
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: LGPL-3.0
- **Default Branch**: feat/new-distill-notebook
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2025-05-30
- **Last Updated**: 2025-05-30

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

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<!-- 🛑 🚨 DO NOT EDIT MANUALLY THIS SECTION UNTIL `end of notebook links`!! 🛑 🚨 -->
<!-- 🛑 🚨 THIS SECTION IS GENERATED BY `update_all_notebooks.py` AUTOMATICALLY 🛑 🚨  -->

# 📒 Fine-tuning Notebooks
Below are our notebooks for Google Colab categorized by model.
You can also view our [Kaggle notebooks here](https://github.com/unslothai/notebooks/#-kaggle-notebooks).

### GRPO Notebooks
| Model | Type | Colab Link |
| --- | --- | --- |
| Phi 4 | GRPO | [Open in Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Phi_4_(14B)-GRPO.ipynb) |
| Llama3.1 | GRPO | [Open in Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Llama3.1_(8B)-GRPO.ipynb) |
| Meta Synthetic Data Llama3.1 | GRPO | [Open in Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Meta-Synthetic-Data-Llama3.1_(8B).ipynb) |
| Qwen3 | GRPO | [Open in Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Qwen3_(4B)-GRPO.ipynb) |
| Meta Synthetic Data Llama3 2 | GRPO | [Open in Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Meta_Synthetic_Data_Llama3_2_(3B).ipynb) |
| Gemma3 | GRPO | [Open in Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Gemma3_(1B)-GRPO.ipynb) |
| Qwen2.5 | GRPO | [Open in Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Qwen2.5_(3B)-GRPO.ipynb) |
| DeepSeek R1 0528 Qwen3 | GRPO | [Open in Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/feat/new-distill-notebook/nb/DeepSeek_R1_0528_Qwen3_(8B)-GRPO.ipynb) |
| Mistral v0.3 | GRPO | [Open in Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Mistral_v0.3_(7B)-GRPO.ipynb) |

### Gemma Notebooks
| Model | Type | Colab Link |
| --- | --- | --- |
| Gemma3 |  | [Open in Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Gemma3_(4B).ipynb) |
| Gemma2 | Alpaca | [Open in Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Gemma2_(9B)-Alpaca.ipynb) |
| Gemma2 | Alpaca | [Open in Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Gemma2_(2B)-Alpaca.ipynb) |
| CodeGemma | Conversational | [Open in Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/feat/new-distill-notebook/nb/CodeGemma_(7B)-Conversational.ipynb) |

### Llama Notebooks
| Model | Type | Colab Link |
| --- | --- | --- |
| Llama3.2 | Vision | [Open in Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Llama3.2_(11B)-Vision.ipynb) |
| Llama3.2 | Conversational | [Open in Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Llama3.2_(1B_and_3B)-Conversational.ipynb) |
| Llama3.2 | RAFT | [Open in Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Llama3.2_(1B)-RAFT.ipynb) |
| Llama3.1 | Alpaca | [Open in Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Llama3.1_(8B)-Alpaca.ipynb) |
| Llama3.1 | Inference | [Open in Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Llama3.1_(8B)-Inference.ipynb) |
| Llama3 | ORPO | [Open in Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Llama3_(8B)-ORPO.ipynb) |
| Llama3 | Alpaca | [Open in Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Llama3_(8B)-Alpaca.ipynb) |
| Llama3 | Conversational | [Open in Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Llama3_(8B)-Conversational.ipynb) |
| Llama3 | Ollama | [Open in Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Llama3_(8B)-Ollama.ipynb) |
| Llasa TTS | TTS | [Open in Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Llasa_TTS_(1B).ipynb) |
| TinyLlama | Alpaca | [Open in Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/feat/new-distill-notebook/nb/TinyLlama_(1.1B)-Alpaca.ipynb) |
| Llasa TTS | TTS | [Open in Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Llasa_TTS_(3B).ipynb) |

### Mistral Notebooks
| Model | Type | Colab Link |
| --- | --- | --- |
| Mistral v0.3 | Alpaca | [Open in Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Mistral_v0.3_(7B)-Alpaca.ipynb) |
| Mistral v0.3 | CPT | [Open in Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Mistral_v0.3_(7B)-CPT.ipynb) |
| Mistral v0.3 | Conversational | [Open in Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Mistral_v0.3_(7B)-Conversational.ipynb) |
| Mistral | Text Completion | [Open in Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Mistral_(7B)-Text_Completion.ipynb) |
| Mistral Small | Alpaca | [Open in Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Mistral_Small_(22B)-Alpaca.ipynb) |
| Zephyr | DPO | [Open in Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Zephyr_(7B)-DPO.ipynb) |
| Mistral Nemo | Alpaca | [Open in Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Mistral_Nemo_(12B)-Alpaca.ipynb) |
| Pixtral | Vision | [Open in Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Pixtral_(12B)-Vision.ipynb) |

### Orpheus Notebooks
| Model | Type | Colab Link |
| --- | --- | --- |
| Orpheus | TTS | [Open in Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Orpheus_(3B)-TTS.ipynb) |

### Oute Notebooks
| Model | Type | Colab Link |
| --- | --- | --- |
| Oute TTS | TTS | [Open in Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Oute_TTS_(1B).ipynb) |

### Phi Notebooks
| Model | Type | Colab Link |
| --- | --- | --- |
| Phi 4 | Conversational | [Open in Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Phi_4-Conversational.ipynb) |
| Phi 3.5 Mini | Conversational | [Open in Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Phi_3.5_Mini-Conversational.ipynb) |
| Phi 3 Medium | Conversational | [Open in Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Phi_3_Medium-Conversational.ipynb) |

### Qwen Notebooks
| Model | Type | Colab Link |
| --- | --- | --- |
| Qwen3 | Reasoning Conversational | [Open in Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Qwen3_(14B)-Reasoning-Conversational.ipynb) |
| Qwen3 |  | [Open in Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Qwen3_(14B).ipynb) |
| Qwen3 | Alpaca | [Open in Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Qwen3_(14B)-Alpaca.ipynb) |
| Qwen2.5 Coder | Tool Calling | [Open in Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Qwen2.5_Coder_(1.5B)-Tool_Calling.ipynb) |
| Qwen2.5 | Alpaca | [Open in Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Qwen2.5_(7B)-Alpaca.ipynb) |
| Qwen2.5 Coder | Conversational | [Open in Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Qwen2.5_Coder_(14B)-Conversational.ipynb) |
| Qwen2.5 VL | Vision | [Open in Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Qwen2.5_VL_(7B)-Vision.ipynb) |
| Qwen2 VL | Vision | [Open in Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Qwen2_VL_(7B)-Vision.ipynb) |
| Qwen2 | Alpaca | [Open in Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Qwen2_(7B)-Alpaca.ipynb) |

### Spark Notebooks
| Model | Type | Colab Link |
| --- | --- | --- |
| Spark TTS | TTS | [Open in Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Spark_TTS_(0_5B).ipynb) |

### Whisper Notebooks
| Model | Type | Colab Link |
| --- | --- | --- |
| Whisper |  | [Open in Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Whisper.ipynb) |

### Other notebooks Notebooks
| Model | Type | Colab Link |
| --- | --- | --- |
| Sesame CSM | TTS | [Open in Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Sesame_CSM_(1B)-TTS.ipynb) |
| Unsloth | Studio | [Open in Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Unsloth_Studio.ipynb) |
| CodeForces cot Finetune for Reasoning on CodeForces | Reasoning | [Open in Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/feat/new-distill-notebook/nb/CodeForces-cot-Finetune_for_Reasoning_on_CodeForces.ipynb) |

# 📒 Kaggle Notebooks
<details>
  <summary>
    Click for all our Kaggle notebooks categorized by model:
  </summary>

### GRPO Notebooks
| Model | Type | Kaggle Link |
| --- | --- | --- |
| Kaggle Phi 4 | GRPO | [Open in Kaggle](https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Kaggle-Phi_4_(14B)-GRPO.ipynb&accelerator=nvidiaTeslaT4) |
| Kaggle Meta Synthetic Data Llama3.1 | GRPO | [Open in Kaggle](https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Kaggle-Meta-Synthetic-Data-Llama3.1_(8B).ipynb&accelerator=nvidiaTeslaT4) |
| Kaggle Llama3.1 | GRPO | [Open in Kaggle](https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Kaggle-Llama3.1_(8B)-GRPO.ipynb&accelerator=nvidiaTeslaT4) |
| Kaggle Gemma3 | GRPO | [Open in Kaggle](https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Kaggle-Gemma3_(1B)-GRPO.ipynb&accelerator=nvidiaTeslaT4) |
| Kaggle Meta Synthetic Data Llama3 2 | GRPO | [Open in Kaggle](https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Kaggle-Meta_Synthetic_Data_Llama3_2_(3B).ipynb&accelerator=nvidiaTeslaT4) |
| Kaggle Qwen3 | GRPO | [Open in Kaggle](https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Kaggle-Qwen3_(4B)-GRPO.ipynb&accelerator=nvidiaTeslaT4) |
| Kaggle Qwen2.5 | GRPO | [Open in Kaggle](https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Kaggle-Qwen2.5_(3B)-GRPO.ipynb&accelerator=nvidiaTeslaT4) |
| Kaggle DeepSeek R1 0528 Qwen3 | GRPO | [Open in Kaggle](https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Kaggle-DeepSeek_R1_0528_Qwen3_(8B)-GRPO.ipynb&accelerator=nvidiaTeslaT4) |
| Kaggle Mistral v0.3 | GRPO | [Open in Kaggle](https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Kaggle-Mistral_v0.3_(7B)-GRPO.ipynb&accelerator=nvidiaTeslaT4) |

### Gemma Notebooks
| Model | Type | Kaggle Link |
| --- | --- | --- |
| Kaggle Gemma3 |  | [Open in Kaggle](https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Kaggle-Gemma3_(4B).ipynb&accelerator=nvidiaTeslaT4) |
| Kaggle Gemma2 | Alpaca | [Open in Kaggle](https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Kaggle-Gemma2_(2B)-Alpaca.ipynb&accelerator=nvidiaTeslaT4) |
| Kaggle Gemma2 | Alpaca | [Open in Kaggle](https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Kaggle-Gemma2_(9B)-Alpaca.ipynb&accelerator=nvidiaTeslaT4) |
| Kaggle CodeGemma | Conversational | [Open in Kaggle](https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Kaggle-CodeGemma_(7B)-Conversational.ipynb&accelerator=nvidiaTeslaT4) |

### Llama Notebooks
| Model | Type | Kaggle Link |
| --- | --- | --- |
| Kaggle Llama3.2 | Conversational | [Open in Kaggle](https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Kaggle-Llama3.2_(1B_and_3B)-Conversational.ipynb&accelerator=nvidiaTeslaT4) |
| Kaggle Llama3.2 | Vision | [Open in Kaggle](https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Kaggle-Llama3.2_(11B)-Vision.ipynb&accelerator=nvidiaTeslaT4) |
| Kaggle Llama3.2 | RAFT | [Open in Kaggle](https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Kaggle-Llama3.2_(1B)-RAFT.ipynb&accelerator=nvidiaTeslaT4) |
| Kaggle Llama3.1 | Inference | [Open in Kaggle](https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Kaggle-Llama3.1_(8B)-Inference.ipynb&accelerator=nvidiaTeslaT4) |
| Kaggle Llama3.1 | Alpaca | [Open in Kaggle](https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Kaggle-Llama3.1_(8B)-Alpaca.ipynb&accelerator=nvidiaTeslaT4) |
| Kaggle Llama3 | Ollama | [Open in Kaggle](https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Kaggle-Llama3_(8B)-Ollama.ipynb&accelerator=nvidiaTeslaT4) |
| Kaggle Llama3 | Conversational | [Open in Kaggle](https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Kaggle-Llama3_(8B)-Conversational.ipynb&accelerator=nvidiaTeslaT4) |
| Kaggle Llama3 | ORPO | [Open in Kaggle](https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Kaggle-Llama3_(8B)-ORPO.ipynb&accelerator=nvidiaTeslaT4) |
| Kaggle Llama3 | Alpaca | [Open in Kaggle](https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Kaggle-Llama3_(8B)-Alpaca.ipynb&accelerator=nvidiaTeslaT4) |
| Kaggle Llasa TTS | TTS | [Open in Kaggle](https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Kaggle-Llasa_TTS_(3B).ipynb&accelerator=nvidiaTeslaT4) |
| Kaggle TinyLlama | Alpaca | [Open in Kaggle](https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Kaggle-TinyLlama_(1.1B)-Alpaca.ipynb&accelerator=nvidiaTeslaT4) |
| Kaggle Llasa TTS | TTS | [Open in Kaggle](https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Kaggle-Llasa_TTS_(1B).ipynb&accelerator=nvidiaTeslaT4) |

### Mistral Notebooks
| Model | Type | Kaggle Link |
| --- | --- | --- |
| Kaggle Mistral v0.3 | CPT | [Open in Kaggle](https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Kaggle-Mistral_v0.3_(7B)-CPT.ipynb&accelerator=nvidiaTeslaT4) |
| Kaggle Mistral v0.3 | Alpaca | [Open in Kaggle](https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Kaggle-Mistral_v0.3_(7B)-Alpaca.ipynb&accelerator=nvidiaTeslaT4) |
| Kaggle Mistral v0.3 | Conversational | [Open in Kaggle](https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Kaggle-Mistral_v0.3_(7B)-Conversational.ipynb&accelerator=nvidiaTeslaT4) |
| Kaggle Mistral Small | Alpaca | [Open in Kaggle](https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Kaggle-Mistral_Small_(22B)-Alpaca.ipynb&accelerator=nvidiaTeslaT4) |
| Kaggle Mistral Nemo | Alpaca | [Open in Kaggle](https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Kaggle-Mistral_Nemo_(12B)-Alpaca.ipynb&accelerator=nvidiaTeslaT4) |
| Kaggle Mistral | Text Completion | [Open in Kaggle](https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Kaggle-Mistral_(7B)-Text_Completion.ipynb&accelerator=nvidiaTeslaT4) |
| Kaggle Zephyr | DPO | [Open in Kaggle](https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Kaggle-Zephyr_(7B)-DPO.ipynb&accelerator=nvidiaTeslaT4) |
| Kaggle Pixtral | Vision | [Open in Kaggle](https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Kaggle-Pixtral_(12B)-Vision.ipynb&accelerator=nvidiaTeslaT4) |

### Orpheus Notebooks
| Model | Type | Kaggle Link |
| --- | --- | --- |
| Kaggle Orpheus | TTS | [Open in Kaggle](https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Kaggle-Orpheus_(3B)-TTS.ipynb&accelerator=nvidiaTeslaT4) |

### Oute Notebooks
| Model | Type | Kaggle Link |
| --- | --- | --- |
| Kaggle Oute TTS | TTS | [Open in Kaggle](https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Kaggle-Oute_TTS_(1B).ipynb&accelerator=nvidiaTeslaT4) |

### Phi Notebooks
| Model | Type | Kaggle Link |
| --- | --- | --- |
| Kaggle Phi 4 | Conversational | [Open in Kaggle](https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Kaggle-Phi_4-Conversational.ipynb&accelerator=nvidiaTeslaT4) |
| Kaggle Phi 3.5 Mini | Conversational | [Open in Kaggle](https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Kaggle-Phi_3.5_Mini-Conversational.ipynb&accelerator=nvidiaTeslaT4) |
| Kaggle Phi 3 Medium | Conversational | [Open in Kaggle](https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Kaggle-Phi_3_Medium-Conversational.ipynb&accelerator=nvidiaTeslaT4) |

### Qwen Notebooks
| Model | Type | Kaggle Link |
| --- | --- | --- |
| Kaggle Qwen3 | Alpaca | [Open in Kaggle](https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Kaggle-Qwen3_(14B)-Alpaca.ipynb&accelerator=nvidiaTeslaT4) |
| Kaggle Qwen3 |  | [Open in Kaggle](https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Kaggle-Qwen3_(14B).ipynb&accelerator=nvidiaTeslaT4) |
| Kaggle Qwen3 | Reasoning Conversational | [Open in Kaggle](https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Kaggle-Qwen3_(14B)-Reasoning-Conversational.ipynb&accelerator=nvidiaTeslaT4) |
| Kaggle Qwen2.5 Coder | Conversational | [Open in Kaggle](https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Kaggle-Qwen2.5_Coder_(14B)-Conversational.ipynb&accelerator=nvidiaTeslaT4) |
| Kaggle Qwen2.5 | Alpaca | [Open in Kaggle](https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Kaggle-Qwen2.5_(7B)-Alpaca.ipynb&accelerator=nvidiaTeslaT4) |
| Kaggle Qwen2.5 Coder | Tool Calling | [Open in Kaggle](https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Kaggle-Qwen2.5_Coder_(1.5B)-Tool_Calling.ipynb&accelerator=nvidiaTeslaT4) |
| Kaggle Qwen2.5 VL | Vision | [Open in Kaggle](https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Kaggle-Qwen2.5_VL_(7B)-Vision.ipynb&accelerator=nvidiaTeslaT4) |
| Kaggle Qwen2 VL | Vision | [Open in Kaggle](https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Kaggle-Qwen2_VL_(7B)-Vision.ipynb&accelerator=nvidiaTeslaT4) |
| Kaggle Qwen2 | Alpaca | [Open in Kaggle](https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Kaggle-Qwen2_(7B)-Alpaca.ipynb&accelerator=nvidiaTeslaT4) |

### Spark Notebooks
| Model | Type | Kaggle Link |
| --- | --- | --- |
| Kaggle Spark TTS | TTS | [Open in Kaggle](https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Kaggle-Spark_TTS_(0_5B).ipynb&accelerator=nvidiaTeslaT4) |

### Whisper Notebooks
| Model | Type | Kaggle Link |
| --- | --- | --- |
| Kaggle Whisper |  | [Open in Kaggle](https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Kaggle-Whisper.ipynb&accelerator=nvidiaTeslaT4) |

### Other notebooks Notebooks
| Model | Type | Kaggle Link |
| --- | --- | --- |
| Kaggle CodeForces cot Finetune for Reasoning on CodeForces | Reasoning | [Open in Kaggle](https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Kaggle-CodeForces-cot-Finetune_for_Reasoning_on_CodeForces.ipynb&accelerator=nvidiaTeslaT4) |
| Kaggle Unsloth | Studio | [Open in Kaggle](https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Kaggle-Unsloth_Studio.ipynb&accelerator=nvidiaTeslaT4) |
| Kaggle Sesame CSM | TTS | [Open in Kaggle](https://www.kaggle.com/notebooks/welcome?src=https://github.com/unslothai/notebooks/blob/feat/new-distill-notebook/nb/Kaggle-Sesame_CSM_(1B)-TTS.ipynb&accelerator=nvidiaTeslaT4) |

</details>


<!-- End of Notebook Links -->

# ✨ Contributing to Notebooks

If you'd like to contribute to our notebooks, here's a guide to get you started:

1. **Find the Template:**  We've provided a template notebook called `Template_Notebook.ipynb` in the root directory of this project. This template contains the basic structure and formatting guidelines for all notebooks in this collection.
2. **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`
    <!-- *   Modify the content of your notebook, adding your code, explanations, and any other relevant information. Make sure to follow the structure and guidelines from the template. -->
3. **Place in `original_template`:** Once your notebook is ready, move it to the `original_template` directory.
4. **Update Notebooks:** Run the following command in your terminal:
    ```bash
    python update_all_notebooks.py
    ```
    This script will automatically:
    *   Copy your notebook from `original_template` to the `notebooks` directory.
    *   Update the notebook's internal sections (like Installation, News) to ensure consistency.
    *   Add your notebook to the appropriate list in this `README.md` file.
5. **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!