https://github.com/ashishpatel26/huggingface_model_deployment_on_sagemaker

HuggingFace_Model_Deployment_On_SageMaker
https://github.com/ashishpatel26/huggingface_model_deployment_on_sagemaker

Last synced: 3 months ago
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HuggingFace_Model_Deployment_On_SageMaker

• Host: GitHub
• URL: https://github.com/ashishpatel26/huggingface_model_deployment_on_sagemaker
• Owner: ashishpatel26
• Created: 2023-08-09T09:05:15.000Z (almost 2 years ago)
• Default Branch: main
• Last Pushed: 2023-08-09T10:35:26.000Z (almost 2 years ago)
• Last Synced: 2025-03-25T21:08:16.944Z (3 months ago)
• Language: Jupyter Notebook
• Size: 1.07 MB
• Stars: 3
• Watchers: 2
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# HuggingFace Model Deployment On SageMaker

**Hugging Face Model Deployment On SageMaker**

## **Full Video**

[![Alt Text](assets/thumb.png)](https://www.youtube.com/watch?v=XkcSMShmX8M)

## 1. Create the Notebook Instance

![](assets/config.png)

## 2. Run Notebook

![](assets/notebook.png)

## 3.Open JupyterLab

![](assets/opennb.png)

## 4.Model on HuggingFace : **[LaMiNi](https://huggingface.co/MBZUAI/LaMini-Flan-T5-248M)**

![](assets/Lamini.png)

## 5. Deployment Endpoint

![](assets/Deployment.png)