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Adding a ReFT notebook to the tutorials section (#741)
This PR aims to add a tutorial notebook to utilize the `Loreft` adapter to fine-tune `roberta-base` on the `mnli` dataset.
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notebooks/README.md

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@@ -33,3 +33,5 @@ As adapters is fully compatible with HuggingFace's Transformers, you can also us
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| [Adapter Drop Training](https://github.com/Adapter-Hub/adapters/blob/main/notebooks/Adapter_Drop_Training.ipynb) | How to train an adapter using AdapterDrop | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Adapter-Hub/adapters/blob/main/notebooks/Adapter_Drop_Training.ipynb) |
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| [Inference example for id2label](https://github.com/Adapter-Hub/adapters/blob/main/notebooks/Adapter_train_NER_with_id2label.ipynb) | How to use the id2label dictionary for inference | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Adapter-Hub/adapters/blob/main/notebooks/Adapter_id2label_inference.ipynb) |
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| [NER on Wikiann](https://github.com/Adapter-Hub/adapters/blob/main/notebooks/08_NER_Wikiann.ipynb) | Evaluating adapters on NER on the wikiann dataset | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Adapter-Hub/adapters/blob/main/notebooks/08_NER_Wikiann.ipynb) |
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| [Finetuning Whisper with Adapters](https://github.com/Adapter-Hub/adapters/blob/main/notebooks/Adapter_Whisper_Audio_FineTuning.ipynb) | Fine Tuning Whisper using LoRA | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Adapter-Hub/adapters/blob/main/notebooks/Adapter_Whisper_Audio_FineTuning.ipynb) |
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| [Adapter Training with ReFT](https://github.com/Adapter-Hub/adapters/blob/main/notebooks/ReFT_Adapters_Finetuning.ipynb) | Fine Tuning using ReFT Adapters | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Adapter-Hub/adapters/blob/main/notebooks/ReFT_Adapters_Finetuning.ipynb) |

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