checkin-model / README.md
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metadata
language: en
pipeline_tag: summarization
tags:
  - text2text-generation
  - internship
  - check-in
  - daily-tasks
  - bart
license: mit
datasets:
  - custom
metrics:
  - rouge
model-index:
  - name: Check-In Expansion Model (BART)
    results:
      - task:
          name: Text2Text Generation
          type: text2text-generation
        dataset:
          name: Custom Internship Check-in Dataset
          type: json
        metrics:
          - name: ROUGE-1
            type: rouge
            value: 0.01481

Check-In Expansion Model (BART fine-tuned)

This is a fine-tuned version of facebook/bart-base for internship/tech daily check-in expansions.
It takes a short input (a concise task description) and outputs a more polished, detailed check-in note.

๐Ÿงฉ Model Details

  • Base Model: facebook/bart-base
  • Fine-tuned On: 1130 examples (910 train / 220 eval) of custom internship-style check-in data.
  • Task: Expand a short input task into a more structured daily check-in.
  • Language: English

๐Ÿ› ๏ธ Intended Uses

  • Writing structured internship progress updates.
  • Generating more detailed check-in notes from short inputs.
  • Automating team updates in workflows (e.g., via n8n + Hugging Face API).

๐Ÿš€ Example

Input

This morning Iโ€™ll spend some time organizing scripts and later test a few cases I wrote yesterday.

Output

Today, Iโ€™ll begin by organizing the scripts in my repository to make the project structure more manageable. Afterward, Iโ€™ll rerun the test cases I wrote yesterday to confirm they pass consistently. My objective is to reduce clutter, improve reliability, and ensure the codebase is stable before I move forward.

๐Ÿ“Š Evaluation

Trained with ROUGE evaluation metrics.

ROUGE-1: ~ 0.014810

โš–๏ธ License

MIT License

๐Ÿ“Ž Citation

If you use this model, please cite:

@misc{checkin_bart_2025, title={Check-In Expansion Model (BART fine-tuned)}, author={Anderson, Dequan}, year={2025}, publisher={Hugging Face} }