Safetensors

Is there a demo for desktop?

#4
by asarray - opened

Hey, I noticed the infer demo under infer_SSAgent-8B.py is designed for mobile app, do you have any examples for the desktop apps(web browser...)

SenseLLM org

Thank you for your interest in our work.

To perform inference in a desktop scenario, you need to:
a) Update the task description;
b) Replace the image file with a desktop screenshot;
c) Update the definition of the action space;
d) If it's not the first step, you need to supplement the historical actions.

Currently, the demo is only for single-step inference. We will roll out an automated inference framework in the future.

Thank you for your interest in our work.

To perform inference in a desktop scenario, you need to:
a) Update the task description;
b) Replace the image file with a desktop screenshot;
c) Update the definition of the action space;
d) If it's not the first step, you need to supplement the historical actions.

Currently, the demo is only for single-step inference. We will roll out an automated inference framework in the future.

Thx!
I would like to make sure: is this model robust to a custom action space? That is, no necessary to follow the names and parameters that were used during training? If not, could you please provide the recommend action space for desktop?

SenseLLM org

Sure. Here is an action space for the Mind2Web dataset for your reference:

  1. CLICK([block_index, cx, cy, w, h], "text")
  2. SELECT([block_index, cx, cy, w, h], "text")
  3. TYPE("text")
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