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Removing colab links in notebooks.mdx (#525)
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Removing colab links notebooks.mdx

Trying to use Colab for notebooks demonstrating AWS Inferentia and AWS Trainium will lead to nothing but weeping and frustration.
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@jimburtoft
jimburtoft authored Mar 25, 2024
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Expand Up @@ -20,14 +20,14 @@ We prepared some notebooks for you, so that you can run directly tutorials in th

## Training

| Notebook | Description | Colab | Studio Lab |
|:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------:|
| [Fine-tune BERT for text classification on AWS Trainium](https://github.com/huggingface/optimum-neuron/blob/main/notebooks/text-classification/notebook.ipynb) | Show how to fine-tune BERT on AWS Trainium for text classification. | [![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/huggingface/optimum-neuron/blob/main/notebooks/text-classification/notebook.ipynb) | [![Open in AWS Studio](https://studiolab.sagemaker.aws/studiolab.svg)](https://studiolab.sagemaker.aws/import/github/huggingface/optimum-neuron/blob/main/notebooks/text-classification/notebook.ipynb) |
| Notebook | Description | Studio Lab |
|:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------:|
| [Fine-tune BERT for text classification on AWS Trainium](https://github.com/huggingface/optimum-neuron/blob/main/notebooks/text-classification/notebook.ipynb) | Show how to fine-tune BERT on AWS Trainium for text classification. | [![Open in AWS Studio](https://studiolab.sagemaker.aws/studiolab.svg)](https://studiolab.sagemaker.aws/import/github/huggingface/optimum-neuron/blob/main/notebooks/text-classification/notebook.ipynb) |

## Inference

| Notebook | Description | Colab | Studio Lab |
|:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------:|
| [Create your own chatbot with llama-2-13B on AWS Inferentia](https://github.com/huggingface/optimum-neuron/blob/main/notebooks/text-generation/llama2-13b-chatbot.ipynb) | Show how to run LLama-2 13B chat model on AWS inferentia 2. | [![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/huggingface/optimum-neuron/blob/main/notebooks/text-generation/llama2-13b-chatbot.ipynb) | [![Open in AWS Studio](https://studiolab.sagemaker.aws/studiolab.svg)](https://studiolab.sagemaker.aws/import/github/huggingface/optimum-neuron/blob/main/notebooks/text-generation/llama2-13b-chatbot.ipynb) |
| [How to generate images with Stable Diffusion](https://github.com/huggingface/optimum-neuron/blob/main/notebooks/stable-diffusion/stable-diffusion-txt2img.ipynb) | Show how to use stable-diffusion v2.1 model to generate images from prompts on Inferentia 2. | [![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/huggingface/optimum-neuron/blob/main/notebooks/stable-diffusion/stable-diffusion-txt2img.ipynb) | [![Open in AWS Studio](https://studiolab.sagemaker.aws/studiolab.svg)](https://studiolab.sagemaker.aws/import/github/huggingface/optimum-neuron/blob/main/notebooks/stable-diffusion/stable-diffusion-txt2img.ipynb) |
| [How to generate images with Stable Diffusion XL](https://github.com/huggingface/optimum-neuron/blob/main/notebooks/stable-diffusion/stable-diffusion-xl-txt2img.ipynb) | Show how to use stable-diffusion XL model to generate images from prompts on Inferentia 2. | [![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/huggingface/optimum-neuron/blob/main/notebooks/stable-diffusion/stable-diffusion-xl-txt2img.ipynb) | [![Open in AWS Studio](https://studiolab.sagemaker.aws/studiolab.svg)](https://studiolab.sagemaker.aws/import/github/huggingface/optimum-neuron/blob/main/notebooks/stable-diffusion/stable-diffusion-xl-txt2img.ipynb) |
| Notebook | Description | Studio Lab |
|:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------:|
| [Create your own chatbot with llama-2-13B on AWS Inferentia](https://github.com/huggingface/optimum-neuron/blob/main/notebooks/text-generation/llama2-13b-chatbot.ipynb) | Show how to run LLama-2 13B chat model on AWS inferentia 2. | [![Open in AWS Studio](https://studiolab.sagemaker.aws/studiolab.svg)](https://studiolab.sagemaker.aws/import/github/huggingface/optimum-neuron/blob/main/notebooks/text-generation/llama2-13b-chatbot.ipynb) |
| [How to generate images with Stable Diffusion](https://github.com/huggingface/optimum-neuron/blob/main/notebooks/stable-diffusion/stable-diffusion-txt2img.ipynb) | Show how to use stable-diffusion v2.1 model to generate images from prompts on Inferentia 2. | [![Open in AWS Studio](https://studiolab.sagemaker.aws/studiolab.svg)](https://studiolab.sagemaker.aws/import/github/huggingface/optimum-neuron/blob/main/notebooks/stable-diffusion/stable-diffusion-txt2img.ipynb) |
| [How to generate images with Stable Diffusion XL](https://github.com/huggingface/optimum-neuron/blob/main/notebooks/stable-diffusion/stable-diffusion-xl-txt2img.ipynb) | Show how to use stable-diffusion XL model to generate images from prompts on Inferentia 2. | [![Open in AWS Studio](https://studiolab.sagemaker.aws/studiolab.svg)](https://studiolab.sagemaker.aws/import/github/huggingface/optimum-neuron/blob/main/notebooks/stable-diffusion/stable-diffusion-xl-txt2img.ipynb) |

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