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humanoid-task-complexity-estimator-v1
ariefansclub/humanoid-task-complexity-estimator-v1
humanoid-task-complexity-estimator-v1 is a text classification model from ariefansclub. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as mit.
Humanoid Task Complexity Estimator is a lightweight classification model designed to estimate the complexity level of human-given tasks before execution.
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- mit
- Model type
- bert
- Access
- Public
- Created
- Feb 18, 2026
- Updated
- Feb 18, 2026
- SHA
- 5541b1ce
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Model card
From the Hugging Face model README
Humanoid Task Complexity Estimator
Overview
Humanoid Task Complexity Estimator is a lightweight classification model designed to estimate the complexity level of human-given tasks before execution.
The model helps humanoid systems determine whether a task is simple, moderate, or complex and decide if additional planning or clarification is required.
Purpose
Many real-world instructions vary in difficulty. By estimating task complexity early, humanoid systems can allocate resources more effectively and reduce execution errors.
Capabilities
- Task complexity classification (low / medium / high)
- Planning trigger recommendation
- Safety escalation signal
Intended Applications
- Pre-planning layer in humanoid robots
- Resource allocation systems
- Task scheduling optimization
- Domestic and assistive robotics
Output Labels
- low_complexity
- medium_complexity
- high_complexity
License
MIT
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- License
- mit
- Languages
- en
- Created
- Feb 18, 2026
- Updated
- Feb 18, 2026