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Update README.md with distillation + finetuning colab notebook #41

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Expand Up @@ -38,6 +38,7 @@ While the code examples are primarily written in Python/JS, the concepts can be
| [Long Context Finetuning For Repetition](https://github.com/togethercomputer/together-cookbook/blob/main/LongContext_Finetuning_RepetitionTask.ipynb) | Fine-tuning LLMs to repeat back words in long sequences. | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/togethercomputer/together-cookbook/blob/main/LongContext_Finetuning_RepetitionTask.ipynb) |
| [Summarization Long Context Finetuning](https://github.com/togethercomputer/together-cookbook/blob/main/Summarization_LongContext_Finetuning.ipynb) | Long context fine-tuning to improve summarization capabilities. | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/togethercomputer/together-cookbook/blob/main/Summarization_LongContext_Finetuning) |
| [Conversation Finetuning](https://github.com/togethercomputer/together-cookbook/blob/main/Multiturn_Conversation_Finetuning.ipynb) | Fine-tuning LLMs on multi-step conversations. | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/togethercomputer/together-cookbook/blob/main/Multiturn_Conversation_Finetuning.ipynb) |
| [Distillation and Finetuning](https://colab.research.google.com/drive/1Zfl3g7POsqqYQqkzXdyhYRSAymLhZugn?usp=sharing) | Distillation using Curator and finetuning using Together's API | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1Zfl3g7POsqqYQqkzXdyhYRSAymLhZugn?usp=sharing) |
| Retrieval-augmented generation | | |
| [RAG_with_Reasoning_Models](https://github.com/togethercomputer/together-cookbook/blob/main/RAG_with_Reasoning_Models.ipynb) | RAG + source citations with DeepSeek R1. | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/togethercomputer/together-cookbook/blob/main/RAG_with_Reasoning_Models.ipynb) |
| [MultiModal_RAG_with_Nvidia_Deck](https://github.com/togethercomputer/together-cookbook/blob/main/MultiModal_RAG_with_Nvidia_Investor_Slide_Deck.ipynb) | Multimodal RAG using Nvidia investor slides | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/togethercomputer/together-cookbook/blob/main/MultiModal_RAG_with_Nvidia_Investor_Slide_Deck.ipynb) [![](https://uohmivykqgnnbiouffke.supabase.co/storage/v1/object/public/landingpage/youtubebadge.svg)](https://youtu.be/IluARWPYAUc?si=gG90hqpboQgNOAYG)|
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