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README.md
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<!-- Provide a quick summary of what the model is/does. -->
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This model is a **specialized fine-tune** of the general [CowCorpus-Llava](https://huggingface.co/CowCorpus/CowCorpus-llama3-llava-next-8b) model.
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It was specifically further fine-tuned on **
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This model is designed for the task of **Human Intervention Prediction** in collaborative web navigation. Unlike standard autonomous agents,
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this model predicts *when*
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to distinguish between safe autonomous execution and moments requiring human error correction, preference alignment, or assistance.
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## Model Details
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**User Cluster 0 Characteristics:**
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* **Data Source:** A subset of the collaborative trajectories specific to User Group 0.
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* **Behavioral Profile:** Collaborative user, interact with rare, modest interventions, usually later in the task, with a strong tendency to hand control back to the agent.
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[More Information Needed]
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<!-- Provide a quick summary of what the model is/does. -->
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This model is a **specialized fine-tune** of the general [CowCorpus-Llava](https://huggingface.co/CowCorpus/CowCorpus-llama3-llava-next-8b) model.
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It was specifically further fine-tuned on **Cluster 0 - Collaborative User** data from the **CowCorpus** dataset to adapt to the specific intervention preferences and behavioral patterns of this user group.
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This model is designed for the task of **Human Intervention Prediction** in collaborative web navigation. Unlike standard autonomous agents,
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this model predicts *when* **Collaborative** user (Cluster 0) needs to take control from an AI agent. It utilizes multimodal inputs (screenshots, DOM trees, and action history)
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to distinguish between safe autonomous execution and moments requiring human error correction, preference alignment, or assistance.
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## Model Details
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**User Cluster 0 Characteristics:**
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* **Data Source:** A subset of the collaborative trajectories specific to User Group 0.
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* **Behavioral Profile:** Collaborative user, interact with rare, modest interventions, usually later in the task, with a strong tendency to hand control back to the agent. (P4-6, P9, P11-12, P14, P16-17, P19-20)
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[More Information Needed]
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