The latest articles on DEV Community by Rohan Singh (@ygivenx). https://dev.to/ygivenx https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F617654%2Fec5a8018-efe9-4411-911c-e6341ebaf14c.jpeg https://dev.to/ygivenx en Rohan Singh Sun, 25 Apr 2021 22:26:57 +0000 https://dev.to/ygivenx/a-simple-zero-shot-classification-app-19ee https://dev.to/ygivenx/a-simple-zero-shot-classification-app-19ee <p><a href="https://res.cloudinary.com/practicaldev/image/fetch/s--N9_jE9rt--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://dev-to-uploads.s3.amazonaws.com/uploads/articles/h1wtf8uw3mv63ha7b230.png" class="article-body-image-wrapper"><img src="https://res.cloudinary.com/practicaldev/image/fetch/s--N9_jE9rt--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://dev-to-uploads.s3.amazonaws.com/uploads/articles/h1wtf8uw3mv63ha7b230.png" alt="Alt Text"></a></p> <p>Created an app to to zero shot classification using huggingface 🤗 library.</p> <p>In this app, I created a simple <a href="https://streamlit.io/">streamlit</a> app to try out the <a href="https://discuss.huggingface.co/t/new-pipeline-for-zero-shot-text-classification/681">zero-shot-classification</a> pipeline provided by HuggingFace. </p> <p><strong>Please take a look at the code here</strong></p> <p><a href="https://github.com/ygivenx/zero-shot-classifier-app">https://github.com/ygivenx/zero-shot-classifier-app</a></p> <p><strong>Or try it yourself by running</strong></p> <p>Make sure your docker memory is set to over 6GB. <br> <code>docker pull ygivenx/zero-shot-app</code><br> <code>docker run -it -p 8501:8501 ygivenx/zero-shot-app</code></p> streamlit python poetry machinelearning