Learn about re-teaching vs training and how to improve model performance for your specific needs.
Aspect | Teaching | Training |
---|---|---|
Speed | Immediate or near real-time | Takes time (minutes to hours) |
Who does it? | Users or automation | Developers/Engineers |
Affects Model Weights | ❌ No | ✅ Yes |
Flexibility | High - works with new scenarios | Medium - needs structured data |
Example in AskUI | PTA-1 prompt learning, OCR tweaks | UIDT-1 model expansion |
Model Type | Model Name | Purpose | Teachable | Online Trainable |
---|---|---|---|---|
Locator | UIDT-1 | Locate elements & understand screen | No | Partial |
Locator | PTA-1 | Convert prompts into one-click actions | No | Yes |
Query | GPT-4 | Understand & respond to user queries | Yes | No |
Query | Computer Use | Understand & respond to user queries | Yes | No |
Large Action (act) | Computer Use | Plan and execute full workflows | Yes | No |
Large Action (act) | UI-Tars | Plan and execute full workflows | Yes | No |