docs: tiny transformer implementation plan for scam/spam classifier#21
Closed
janitrbob[bot] wants to merge 4 commits into
Closed
docs: tiny transformer implementation plan for scam/spam classifier#21janitrbob[bot] wants to merge 4 commits into
janitrbob[bot] wants to merge 4 commits into
Conversation
Deploying janitr with
|
| Latest commit: |
ebfb8c0
|
| Status: | ✅ Deploy successful! |
| Preview URL: | https://cce25105.janitr.pages.dev |
| Branch Preview URL: | https://docs-tiny-transformer-plan.janitr.pages.dev |
janitrbob
Bot
force-pushed
the
docs/tiny-transformer-plan
branch
3 times, most recently
from
2e60ea9 to
8233ed8
Compare
- Targets existing classifier: scam, clean, topic_crypto (multi-label, ~4k samples) - Teacher: cardiffnlp/twitter-roberta-large-2022-154m (primary), vinai/bertweet-large (alt) - Ensemble strategy: 3 seeds at 4k, single teacher at 100k-1M scale - Dual-head: softmax (scam/clean) + sigmoid (topics) - Distillation: logit-based, T=2-4, intermediate-layer matching, DAPT - Student: 4-layer BERT, hidden 192, 4 heads, int8 ONNX ≤5MB - Daily log entry for 2026-02-13
janitrbob
Bot
force-pushed
the
docs/tiny-transformer-plan
branch
from
8233ed8 to
35b5875
Compare
janitrbob
Bot
changed the title
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
2 participants
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Summary
Adds a comprehensive implementation plan for an optional tiny-transformer path for
ai_generated_replydetection in the browser extension.Plan highlights
Files
docs/plans/tiny-transformer-plan.md— full implementation plandocs/logs/2026-02-13.md— daily log entry