# peyterho/finbert-macro-sentiment

Model from Hugging Face for text classification: peyterho/finbert-macro-sentiment · transformers

## Facts

- Type: LLM
- Task: text-classification
- Framework: transformers
- License: apache-2.0 — Permissive open license: commercial use, modification, and redistribution are permitted. (https://spdx.org/licenses/Apache-2.0.html)
- Source: https://huggingface.co/peyterho/finbert-macro-sentiment
- Hosting: hosted (4 files)
- Files: 4 hosted of 8 listed
- File counts: "listed" is every file in the source repository; only hosted files download from Hugging Bay, and the download plan lists the files it selects for one download, so its count can differ.
- Hosted here: 4 files, 438.7 MB
- Full repo upstream: 438.7 MB
- Recommended file: 438 MB (2 files)
- Download: https://huggingbay.xyz/artifact/hf-model-peyterho-finbert-macro-sentiment/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-peyterho-finbert-macro-sentiment/download-plan)
- Per-file SHA-256: available for 4 of 4 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-peyterho-finbert-macro-sentiment/files?limit=100
- Run-ready: no (Hugging Bay has not certified a run path for this model; hosted bytes are downloadable and hash-checkable only)
- Peer-assisted fallbacks: 0 verified, 0 pending review
- Downloads: 396
- Stars: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for peyterho/finbert-macro-sentiment. Task: text classification. Library: transformers. Languages: en. Datasets referenced by card metadata: nickmuchi/financial-classification, zeroshot/twitter-financial-news-sentiment, FinanceInc/auditor_sentiment, pauri32/fiqa-2018, climatebert/climate_sentiment. Base model: ProsusAI/finbert. Includes 7 model-card evaluation signals. Files we host have a published SHA-256.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: text-classification
- Library: transformers
- Base model: ProsusAI/finbert
- Task categories: text-classification
- Languages: en
- Referenced datasets: nickmuchi/financial-classification, zeroshot/twitter-financial-news-sentiment, FinanceInc/auditor_sentiment, pauri32/fiqa-2018, climatebert/climate_sentiment
- Metrics: accuracy, f1
- Paper ids: 1908.10063
- Model-index entries: finbert-macro-sentiment
- Evaluation signals: 7 model-card eval results
- File hints: 8 upstream file samples

## Evaluation Signals

- Combined Financial Sentiment (5 datasets): Accuracy = 0.8973 (Sentiment Analysis)
- Combined Financial Sentiment (5 datasets): F1 (macro) = 0.8813 (Sentiment Analysis)
- Combined Financial Sentiment (5 datasets): F1 (weighted) = 0.8984 (Sentiment Analysis)
- Jean-Baptiste/financial_news_sentiment_mixte_with_phrasebank_75: Accuracy = 0.9236 (Sentiment Analysis (OOD))
- Jean-Baptiste/financial_news_sentiment_mixte_with_phrasebank_75: F1 (macro) = 0.9134 (Sentiment Analysis (OOD))
- ic-fspml/stock_news_sentiment: Accuracy = 0.6781 (Sentiment Analysis (OOD))
- ic-fspml/stock_news_sentiment: F1 (macro) = 0.6765 (Sentiment Analysis (OOD))

## Referenced Data

- Dataset: nickmuchi/financial-classification
- Dataset: zeroshot/twitter-financial-news-sentiment
- Dataset: FinanceInc/auditor_sentiment
- Dataset: pauri32/fiqa-2018
- Dataset: climatebert/climate_sentiment
- Paper: 1908.10063

## File Hints

- .gitattributes (1.5 KB)
- README.md (16 KB)
- config.json (924 B)
- eval_results.json (272 B)
- model.safetensors (418 MB) LFS
- tokenizer.json (695 KB)
- tokenizer_config.json (351 B)
- training_args.bin (5.2 KB) LFS

## Quality Checklist

- Summary: passed
- Description: passed
- Model card metadata: passed
- License: passed
- Provenance: passed
- File inventory: passed
- Hosted bytes: passed
- Scan result: passed
- Manifest signature: passed

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-10-01T09:08:55.187Z.
- Open license detected as apache-2.0.
- Model-index metadata found for finbert-macro-sentiment.
- Model card references dataset context: nickmuchi/financial-classification, zeroshot/twitter-financial-news-sentiment, FinanceInc/auditor_sentiment, pauri32/fiqa-2018.
- Not a run kit: hosted, hash-checked bytes only; run readiness is not certified for this model yet.

## Actions

- Web: https://huggingbay.xyz/artifact/hf-model-peyterho-finbert-macro-sentiment
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-peyterho-finbert-macro-sentiment/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-peyterho-finbert-macro-sentiment/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-peyterho-finbert-macro-sentiment/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-peyterho-finbert-macro-sentiment
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-peyterho-finbert-macro-sentiment/download-plan
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- Request mirror: not applicable.
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