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ProsusAI/finbert
in-developmentfrozen-externaltextinternal
Macro News Sentiment (FinBERT).
Frozen off-the-shelf finbert scoring news headlines for macro sentiment gauge.
Foundation · ProsusAI/finbert (Apache 2.0)
What it does
The honest description.
Frozen off-the-shelf finbert scoring news headlines for macro sentiment gauge.
Architecture
How it works.
News headline text (English). Sentiment label + score per headline (pos/neu/neg).
Training data & drift
What it learned from, and how we watch it.
Source
Frozen upstream weights — no in-house training data path. Replace-in-place via env var to upgrade.
Drift baseline · current quarter
Drift baseline not yet documented for this model.
What it's NOT
- LICENSE BLOCK (LicenseComplianceWarden 2026-06-18): ProsusAI/finbert is UNLICENSED upstream (no HF cardData.license / license: tag / LICENSE file), so it grants NO commercial-use rights and is BLOCKED for the served path under the Apache-2.0/MIT-only foundation policy.
- The prior "Apache 2.0" note was INACCURATE (corrected).
- Not served today (transformers stack absent → rule-based fallback).
- Real serving needs an operator-approved Apache-2.0 replacement (mrm8488/distilroberta-finetuned-financial-news-sentiment-analysis).
Who calls this model
Across the house and the API.
Internal routes
No public routes documented yet.
Version history · immutable once published
Every release, traceable.
Data Mukodi holds about you is subject to DPDP §12 erasure (use /consent in the app), and any concern about this model can be raised via [email protected] under DPDP §13 grievance, or via /security.