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Computer Agents | VLMs

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AskUI's profile picture

Posts 6

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Post
2024
You can now try out computer use models from the hub to automate your local machine with https://github.com/askui/vision-agent. ๐Ÿ’ป

import time
from askui import VisionAgent

with VisionAgent() as agent:
    agent.tools.webbrowser.open_new("http://www.google.com")
    time.sleep(0.5)
    agent.click("search field in the center of the screen", model_name="Qwen/Qwen2-VL-7B-Instruct")
    agent.type("cats")
    agent.keyboard("enter")
    time.sleep(0.5)
    agent.click("text 'Images'", model_name="AskUI/PTA-1")
    time.sleep(0.5)
    agent.click("second cat image", model_name="OS-Copilot/OS-Atlas-Base-7B")


Currently these models are integrated with Gradio Spaces API. Also planning to add local inference soon!

Currently supported:
- Qwen/Qwen2-VL-7B-Instruct
- Qwen/Qwen2-VL-2B-Instruct
- AskUI/PTA-1
- OS-Copilot/OS-Atlas-Base-7B
view post
Post
1160
๐Ÿค– Controlling Computers with Small Models ๐Ÿค–

We just released PTA-1, a fine-tuned Florence-2 for localization of GUI text and elements. It runs with ~150ms inference time on a RTX 4080. This means you can now start building fast on-device computer use agents!

Model: AskUI/PTA-1
Demo: AskUI/PTA-1