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Running on Zero
Running on Zero
| title: GUI-Decisions | |
| emoji: 🎯 | |
| colorFrom: blue | |
| colorTo: gray | |
| sdk: gradio | |
| sdk_version: 6.30.0 | |
| app_file: app.py | |
| pinned: false | |
| license: apache-2.0 | |
| short_description: Computer-use steps read in one forward pass, no decoding | |
| models: | |
| - google/gemma-4-31B-it | |
| - infinitylogesh/GUI-Decisions-31B-LoRA | |
| - infinitylogesh/GUI-Decisions-31B | |
| Slot reading on Gemma 4 31B: a computer-use step (action + point) or a box, read from one forward pass | |
| instead of decoded. See the [blog post](https://logeshumapathi.com/blog/2026/10/06/slot-reading.html). | |
| ## Example images | |
| - `settings.png`, `flights.png`, `todo.png`: mock interfaces made for this demo. | |
| - `wiki_bee.png`: a screenshot of the Wikipedia article [Honey bee](https://en.wikipedia.org/wiki/Honey_bee) | |
| (text CC BY-SA 4.0). | |
| - `blog.png`: a screenshot of [logeshumapathi.com/blog](https://logeshumapathi.com/blog/). | |
| - COCO val2017 photos from Flickr, CC BY 2.0: | |
| `coco_dog.jpg` ([source](http://farm1.staticflickr.com/92/260183330_494bd996d8_z.jpg)), | |
| `coco_desk.jpg` ([source](http://farm4.staticflickr.com/3523/3750770006_56fa24a8f7_z.jpg)), | |
| `coco_armchair.jpg` ([source](http://farm1.staticflickr.com/169/414738646_adafe60def_z.jpg)), | |
| `coco_cow.jpg` ([source](http://farm9.staticflickr.com/8303/7825237468_9345ce9a8e_z.jpg)), | |
| `coco_motorcycle.jpg` ([source](http://farm8.staticflickr.com/7407/9120226816_110da6cb9f_z.jpg)). | |