52 lines
996 B
Markdown
52 lines
996 B
Markdown
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---
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base_model: Qwen/Qwen2.5-0.5B-Instruct
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library_name: transformers
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pipeline_tag: text-generation
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tags:
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- fine-tuned
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- activity-generation
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- education
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- structured-output
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- qwen
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---
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# Activity Generation Model v0.1
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This model generates one next educational activity from a student's
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knowledge submission.
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## Input
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A student knowledge submission.
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## Output
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The model is trained to return JSON with:
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- `title`
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- `description`
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- `instructions`
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- `activityType`
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- `estimatedMinutes`
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Allowed activity types:
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- `REFLECTION`
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- `RESEARCH`
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- `COLLABORATE`
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- `CREATE`
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- `PRACTICE`
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- `EXPERIENCE`
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- `TEACH`
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## Training data
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The proof-of-concept training dataset contained approximately 200
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synthetic input-output examples derived from real knowledge-submission
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patterns.
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## Limitations
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This is an early proof-of-concept model trained on a small and imbalanced
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dataset. It may favor common activity types such as CREATE or PRACTICE,
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produce inaccurate time estimates, or return malformed JSON.
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