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freddyaboulton 
posted an update 9 days ago
freddyaboulton 
posted an update 9 days ago
freddyaboulton 
posted an update 3 months ago
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2137
Ever wanted to share your AI creations with friends? ✨

Screenshots are fine, but imagine letting others play with your ACTUAL model!

Introducing Gradio deep links 🔗 - now you can share interactive AI apps, not just images.

Add a gr.DeepLinkButton to any app and get shareable URLs that let ANYONE experiment with your models.
freddyaboulton 
posted an update 3 months ago
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2003
Privacy matters when talking to AI! 🔇

We've just added a microphone mute button to FastRTC in our latest update (v0.0.14). Now you control exactly what your LLM hears.

Plus lots more features in this release! Check them out:
https://github.com/freddyaboulton/fastrtc/releases/tag/0.0.14
freddyaboulton 
posted an update 4 months ago
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3311
Getting WebRTC and Websockets right in python is very tricky. If you've tried to wrap an LLM in a real-time audio layer then you know what I'm talking about.

That's where FastRTC comes in! It makes WebRTC and Websocket streams super easy with minimal code and overhead.

Check out our org: hf.co/fastrtc
freddyaboulton 
posted an update 6 months ago
freddyaboulton 
posted an update 6 months ago
freddyaboulton 
posted an update 6 months ago
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2613
Version 0.0.21 of gradio-pdf now properly loads chinese characters!
freddyaboulton 
posted an update 6 months ago
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1663
Hello Llama 3.2! 🗣️🦙

Build a Siri-like coding assistant that responds to "Hello Llama" in 100 lines of python! All with Gradio, webRTC 😎

freddyaboulton/hey-llama-code-editor
freddyaboulton 
posted an update 6 months ago
multimodalart 
posted an update 11 months ago
freddyaboulton 
posted an update 12 months ago
multimodalart 
posted an update about 1 year ago
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28381
The first open Stable Diffusion 3-like architecture model is JUST out 💣 - but it is not SD3! 🤔

It is Tencent-Hunyuan/HunyuanDiT by Tencent, a 1.5B parameter DiT (diffusion transformer) text-to-image model 🖼️✨, trained with multi-lingual CLIP + multi-lingual T5 text-encoders for english 🤝 chinese understanding

Try it out by yourself here ▶️ https://huggingface.co/spaces/multimodalart/HunyuanDiT
(a bit too slow as the model is chunky and the research code isn't super optimized for inference speed yet)

In the paper they claim to be SOTA open source based on human preference evaluation!
freddyaboulton 
posted an update about 1 year ago
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3717
We just released gradio version 4.26.0 ! We *highly* recommend you upgrade your apps to this version to bring in these nice changes:

🎥 Introducing the API recorder. Any gradio app running 4.26.0 and above will have an "API Recorder" that will record your interactions with the app and auto-generate the corresponding python or js code needed to recreate those actions programmatically. It's very neat!

📝 Enhanced markdown rendering in gr.Chatbot

🐢 Fix for slow load times on spaces as well as the UI locking up on rapid generations

See the full changelog of goodies here: https://www.gradio.app/changelog#4-26-0
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freddyaboulton 
posted an update about 1 year ago
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2481
Gradio 4.25.0 is out with some nice improvements and bug fixes!

🧹 Automatic deletion of gr.State variables stored in the server. Never run out of RAM again. Also adds an unload event you can run when a user closes their browser tab.

😴 Lazy example caching. You can set cache_examples="lazy" to cache examples when they're first requested as opposed to before the server launches. This can cut down the server's start-up time drastically.

🔊 Fixes a bug with streaming audio outputs

🤖 Improvements to gr.ChatInterface like pasting images directly from the clipboard.

See the rest of the changelog here: https://www.gradio.app/changelog#4-25-0
freddyaboulton 
posted an update about 1 year ago
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1768
Tips for saving disk space with Gradio 💾

Try these out with gradio 4.22.0 ! Code snippet attached.

1. Set delete_cache. The delete_cache parameter will periodically delete files from gradio's cache that are older than a given age. Setting it will also delete all files created by that app when the app shuts down. It is a tuple of two ints, (frequency, age) expressed in seconds. So delete_cache=(3600, 3600), will delete files older than an hour every hour.

2. Use static files. Static files are not copied to the cache and are instead served directly to users of your app. This is useful for components displaying a lot of content that won't change, like a gallery with hundreds of images.

3. Set format="jpeg" for images and galleries. JPEGs take up less disk space than PNGs. This can also speed up the speed of your prediction function as they will be written to the cache faster.

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multimodalart 
posted an update over 1 year ago
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The Stable Diffusion 3 research paper broken down, including some overlooked details! 📝

Model
📏 2 base model variants mentioned: 2B and 8B sizes

📐 New architecture in all abstraction levels:
- 🔽 UNet; ⬆️ Multimodal Diffusion Transformer, bye cross attention 👋
- 🆕 Rectified flows for the diffusion process
- 🧩 Still a Latent Diffusion Model

📄 3 text-encoders: 2 CLIPs, one T5-XXL; plug-and-play: removing the larger one maintains competitiveness

🗃️ Dataset was deduplicated with SSCD which helped with memorization (no more details about the dataset tho)

Variants
🔁 A DPO fine-tuned model showed great improvement in prompt understanding and aesthetics
✏️ An Instruct Edit 2B model was trained, and learned how to do text-replacement

Results
✅ State of the art in automated evals for composition and prompt understanding
✅ Best win rate in human preference evaluation for prompt understanding, aesthetics and typography (missing some details on how many participants and the design of the experiment)

Paper: https://stabilityai-public-packages.s3.us-west-2.amazonaws.com/Stable+Diffusion+3+Paper.pdf
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multimodalart 
posted an update over 1 year ago
multimodalart 
posted an update over 1 year ago
freddyaboulton 
posted an update over 1 year ago
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New in Gradio 4.16.0 - Galleries as Input 🖼️

Now your users can upload multiple images as input to your AI application and view them in a slick gallery!

Attached is a demo of how this new feature can be used in a photomaker-type application: TencentARC/PhotoMaker

Shout out @abidlabs and @akhaliq who proposed this feature after seeing some of the workarounds gradio developers were using in the wild to upload multiple images.

The gradio team works hard to stay up to date with the latest trends in AI! If there's something missing from the library, file an issue on github! https://github.com/gradio-app/gradio/issues
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