memo-sorter-minilm

Tags a short note as idea, todo, reminder or journal. A hobby project from tinkeryard.dev. Try it in the demo Space.

Results

Evaluated on 48 hand-written notes (12 per label) that use different wording from the training data.

The test set is small: one note moves the score about 2 points.

Limits

• Trained on 360 notes generated from templates, so it has seen few phrasings.
• Ideas are often read as todos (5 of 12 in testing), because both can be imperative sentences.
• English only, short notes only (up to 48 tokens).

Training

8 epochs, batch 16, learning rate 8e-5, 36 seconds on an Intel CPU. Code: https://github.com/krnellutla/memo-sorter