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George Mihaila
2020-10-26 17:38:27 -05:00
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@@ -243,8 +243,8 @@ If you check the `/ml_things/notebooks/` a lot of them are not listed here becau
| Name | Description | Links |
|:- |:- |:- |
| **:dog: Pretrain Transformers** | *Pretrain 67 transformers models on your custom dataset.* |[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/gmihaila/ml_things/blob/master/notebooks/pytorch/pretrain_transformers_pytorch.ipynb) [![Generic badge](https://img.shields.io/badge/GitHub-Source-greensvg)](https://github.com/gmihaila/ml_things/blob/master/notebooks/pytorch/pretrain_transformers_pytorch.ipynb) [![Generic badge](https://img.shields.io/badge/Download-Notebook-red.svg)](https://www.dropbox.com/s/rkq79hwzhqa6x8k/pretrain_transformers_pytorch.ipynb?dl=1) [![Generic badge](https://img.shields.io/badge/Article-Medium-black.svg)](https://gmihaila.medium.com/pretrain-transformers-models-in-pytorch-using-transformers-ecaaec00fbaa) [Generic badge](https://img.shields.io/badge/Blog-Post-blue.svg)](https://gmihaila.github.io/tutorial_notebooks/pretrain_transformers_pytorch/) |
| **:violin: Fine-tune Transformers in PyTorch using Hugging Face Transformers** | *Complete tutorial on how to fine-tune 73 transformer models for text classification — no code changes necessary!* |[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/gmihaila/ml_things/blob/master/notebooks/pytorch/finetune_transformers_pytorch.ipynb) [![Generic badge](https://img.shields.io/badge/GitHub-Source-greensvg)](https://github.com/gmihaila/ml_things/blob/master/notebooks/pytorch/finetune_transformers_pytorch.ipynb) [![Generic badge](https://img.shields.io/badge/Download-Notebook-red.svg)](https://www.dropbox.com/s/tsqicfqgt8v87ae/finetune_transformers_pytorch.ipynb?dl=1) [![Generic badge](https://img.shields.io/badge/Article-Medium-black.svg)](https://medium.com/@gmihaila/fine-tune-transformers-in-pytorch-using-transformers-57b40450635) [Generic badge](https://img.shields.io/badge/Blog-Post-blue.svg)](https://gmihaila.github.io/tutorial_notebooks/finetune_transformers_pytorch/)|
| **:dog: Pretrain Transformers Models in PyTorch using Hugging Face Transformers** | *Pretrain 67 transformers models on your custom dataset.* |[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/gmihaila/ml_things/blob/master/notebooks/pytorch/pretrain_transformers_pytorch.ipynb) [![Generic badge](https://img.shields.io/badge/GitHub-Source-greensvg)](https://github.com/gmihaila/ml_things/blob/master/notebooks/pytorch/pretrain_transformers_pytorch.ipynb) [![Generic badge](https://img.shields.io/badge/Download-Notebook-red.svg)](https://www.dropbox.com/s/rkq79hwzhqa6x8k/pretrain_transformers_pytorch.ipynb?dl=1) [![Generic badge](https://img.shields.io/badge/Article-Medium-black.svg)](https://gmihaila.medium.com/pretrain-transformers-models-in-pytorch-using-transformers-ecaaec00fbaa) [![Generic badge](https://img.shields.io/badge/Blog-Post-blue.svg)](https://gmihaila.github.io/tutorial_notebooks/pretrain_transformers_pytorch/) |
| **:violin: Fine-tune Transformers in PyTorch using Hugging Face Transformers** | *Complete tutorial on how to fine-tune 73 transformer models for text classification — no code changes necessary!* |[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/gmihaila/ml_things/blob/master/notebooks/pytorch/finetune_transformers_pytorch.ipynb) [![Generic badge](https://img.shields.io/badge/GitHub-Source-greensvg)](https://github.com/gmihaila/ml_things/blob/master/notebooks/pytorch/finetune_transformers_pytorch.ipynb) [![Generic badge](https://img.shields.io/badge/Download-Notebook-red.svg)](https://www.dropbox.com/s/tsqicfqgt8v87ae/finetune_transformers_pytorch.ipynb?dl=1) [![Generic badge](https://img.shields.io/badge/Article-Medium-black.svg)](https://medium.com/@gmihaila/fine-tune-transformers-in-pytorch-using-transformers-57b40450635) [![Generic badge](https://img.shields.io/badge/Blog-Post-blue.svg)](https://gmihaila.github.io/tutorial_notebooks/finetune_transformers_pytorch/)|
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