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Update README.md

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@@ -39,7 +39,7 @@ In this project, we created a text classifier Hugging Face Spaces app and Gradio
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  * Data pulled in notebook `reddit_data/reddit_new.ipynb`
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- ### Verify GPU works
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  * Run pytorch training test: `python utils/quickstart_pytorch.py`
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  * Run pytorch CUDA test: `python utils/verify_cuda_pytorch.py`
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  * Run tensorflow training test: `python utils/quickstart_tf2.py`
@@ -60,12 +60,12 @@ In this project, we created a text classifier Hugging Face Spaces app and Gradio
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  **WARNING Reddit URL**
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  <p align="center">
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- <img width="700" height="300" src="https://user-images.githubusercontent.com/112578003/207698979-f3751140-fc91-4613-9892-c22f2e5b7dfa.png">
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  </p>
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  **SAFE Reddit URL**
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  <p align="center">
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- <img width="700" height="300" src="https://user-images.githubusercontent.com/112578003/207699308-8847e2f3-be76-47e4-8a0b-ba4406f5a693.png">
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  </p>
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  ### Gradio interface
 
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  * Data pulled in notebook `reddit_data/reddit_new.ipynb`
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+ ### Verify GPU works in this [repo](https://github.com/nogibjj/Reddit_Classifier_Final_Project)
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  * Run pytorch training test: `python utils/quickstart_pytorch.py`
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  * Run pytorch CUDA test: `python utils/verify_cuda_pytorch.py`
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  * Run tensorflow training test: `python utils/quickstart_tf2.py`
 
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  **WARNING Reddit URL**
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  <p align="center">
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+ <img width="700" height="250" src="https://user-images.githubusercontent.com/112578003/207698979-f3751140-fc91-4613-9892-c22f2e5b7dfa.png">
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  </p>
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  **SAFE Reddit URL**
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  <p align="center">
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+ <img width="700" height="250" src="https://user-images.githubusercontent.com/112578003/207699308-8847e2f3-be76-47e4-8a0b-ba4406f5a693.png">
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  </p>
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  ### Gradio interface