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NuExtract

Running on L4

etiennebcp commited on Jun 24

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1 Parent(s): ed31a45

Update app.py

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@@ -322,15 +322,14 @@ markdown_description = """
 </head>
 <body>
     <h1>NuExtract</h1>
-    <p>NuExtract is a fine-tuned version of Phi-3-mini, trained on a private high-quality synthetic dataset of information extraction tasks. To use the model, provide an input text (less than 2000 tokens) and a JSON template describing the information you need to extract. This model is purely extractive, so all information output by the model is present as is in the text. You can also provide a full input/output example to help the model understand your task more precisely.</p>
     <ul>
         <li><strong>Model</strong>: <a href="https://huggingface.co/numind/NuExtract">numind/NuExtract</a></li>
     </ul>
-    <p>You can also find a smaller version of the model, NuExtract-tiny (0.5B) here: <a href="https://huggingface.co/numind/NuExtract-tiny">numind/NuExtract-tiny</a></p>
-    <br>
     <br>
     <img src="https://cdn.prod.website-files.com/638364a4e52e440048a9529c/64188f405afcf42d0b85b926_logo_numind_final.png" alt="NuMind Logo" style="vertical-align: middle;width: 200px; height: 50px;">
-    <p>We are a startup developing NuMind, a tool to create custom Information Extraction models. You can use it to create high-performance information-extraction models on your desktop.
     <br>
     </p>
     <ul>

 </head>
 <body>
     <h1>NuExtract</h1>
+    <p>NuExtract is model to transform any piece fo text into a structured output. You can use it to tackle any information extraction problem you have.
+     To use the model, provide an input text (less than 2000 tokens) and a JSON template describing the information you need to extract. This model is purely extractive, so all information output by the model is present as is in the text. You can also provide a full output example to help the model understand your task more precisely.</p>
     <ul>
         <li><strong>Model</strong>: <a href="https://huggingface.co/numind/NuExtract">numind/NuExtract</a></li>
     </ul>
     <br>
     <img src="https://cdn.prod.website-files.com/638364a4e52e440048a9529c/64188f405afcf42d0b85b926_logo_numind_final.png" alt="NuMind Logo" style="vertical-align: middle;width: 200px; height: 50px;">
+    <p>We are a startup developing NuMind, a tool to create custom Information Extraction models. NuExtract is a zero-shot model. If you want better performance, the best way is to use it through NuMind. Don't hesitate to contact us :).
     <br>
     </p>
     <ul>