gradio-app/gradio v3.3

on GitHub

Here's what's new in gradio v3.3:

1. Iterative Outputs ⏳

You can now create an iterative output simply by having your function return a generator!

Here's (part of) an example that was used to generate the interface below it. See full code.

def predict(steps, seed):
    generator = torch.manual_seed(seed)
    for i in range(1,steps):
        yield pipeline(generator=generator, num_inference_steps=i)["sample"][0]

2. Accordion Layout 🆕

This version of Gradio introduces a new layout component to Blocks: the Accordion. Wrap your elements in a neat, expandable layout that allows users to toggle them as needed.

Usage: (Read the docs)

with gr.Accordion("open up"):
   # components here 

3. Skops Integration 📈

Our new integration with skops allows you to load tabular classification and regression models directly from the hub.

Here's a classification example showing how quick it is to set up an interface for a model.

import gradio as gr
gr.Interface.load("models/scikit-learn/tabular-playground").launch()

Full change log below:

What's Changed

• safari fixes by @pngwn in #2138
• Fix roundedness and form borders by @aliabid94 in #2147
• Better processing of example data prior to creating dataset component by @freddyaboulton in #2128
• Show error on Connection drops by @aliabid94 in #2094
• 3.2 release! by @abidlabs in #2139
• Fixed Named API Requests by @abidlabs in #2151
• Quick Fix: Cannot upload Model3D image after clearing it by @dawoodkhan82 in #2168
• Fixed misleading log when server_name is '0.0.0.0' by @lamhoangtung in #2176
• Keep embedded PngInfo metadata by @cobryan05 in #2170
• Skops integration: Load tabular classification and regression models from the hub by @freddyaboulton in #2126
• Respect original filename when cached example files are downloaded by @freddyaboulton in #2145
• Add manual trigger to deploy to pypi by @abidlabs in #2192
• Fix bugs with gr.update by @freddyaboulton in #2157
• Make queue per app by @aliabid94 in #2193
• Preserve Labels In Interpretation Components by @freddyaboulton in #2166
• Quick Fix: Multiple file download not working by @dawoodkhan82 in #2169
• use correct MIME type for js-script file by @daspartho in #2200
• Add accordion component by @aliabid94 in #2208

New Contributors

• @lamhoangtung made their first contribution in #2176
• @cobryan05 made their first contribution in #2170
• @daspartho made their first contribution in #2200

Full Changelog: v3.2...v3.3