# StephanAkkerman/FinTwitBERT-sentiment

Model from Hugging Face for text classification: StephanAkkerman/FinTwitBERT-sentiment · transformers

## Facts

- Type: LLM
- Task: text-classification
- Framework: transformers
- License: mit — Permissive open license: commercial use, modification, and redistribution are permitted. (https://spdx.org/licenses/MIT.html)
- Source: https://huggingface.co/StephanAkkerman/FinTwitBERT-sentiment
- Hosting: hosted (9 files)
- Files: 9 hosted of 10 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: at least 9 listed files; full count and size unknown
- Full repo upstream: 440 MB
- Download: https://huggingbay.xyz/artifact/hf-model-stephanakkerman-fintwitbert-sentiment/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-stephanakkerman-fintwitbert-sentiment/download-plan)
- Per-file SHA-256: available for 7 of 9 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-stephanakkerman-fintwitbert-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: 26539
- Stars: 24
- Card completeness: 96%

## Description

External Hugging Face catalog record for StephanAkkerman/FinTwitBERT-sentiment. Task: text classification. Library: transformers. Languages: en. Datasets referenced by card metadata: TimKoornstra/financial-tweets-sentiment, TimKoornstra/synthetic-financial-tweets-sentiment. Base model: StephanAkkerman/FinTwitBERT. Popularity signal at import: 42,342 downloads and 24 likes.

## Model Card Facts

- Declared license: mit
- Pipeline: text-classification
- Library: transformers
- Base model: StephanAkkerman/FinTwitBERT
- Task categories: text-classification
- Languages: en
- Referenced datasets: TimKoornstra/financial-tweets-sentiment, TimKoornstra/synthetic-financial-tweets-sentiment
- Metrics: accuracy, f1
- File hints: 10 upstream file samples

## Referenced Data

- Dataset: TimKoornstra/financial-tweets-sentiment
- Dataset: TimKoornstra/synthetic-financial-tweets-sentiment

## File Hints

- .gitattributes (1.5 KB)
- README.md (3.9 KB)
- added_tokens.json (39 B)
- config.json (857 B)
- model.safetensors (419 MB) LFS
- special_tokens_map.json (695 B)
- tokenizer.json (696 KB)
- tokenizer_config.json (1.8 KB)
- training_args.bin (4.4 KB) LFS
- vocab.txt (221 KB)

## 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 2026-08-28T12:38:57.724Z.
- Open license detected as mit.
- Model card references dataset context: TimKoornstra/financial-tweets-sentiment, TimKoornstra/synthetic-financial-tweets-sentiment.
- 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-stephanakkerman-fintwitbert-sentiment
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-stephanakkerman-fintwitbert-sentiment/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-stephanakkerman-fintwitbert-sentiment/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-stephanakkerman-fintwitbert-sentiment/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-stephanakkerman-fintwitbert-sentiment
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-stephanakkerman-fintwitbert-sentiment/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-stephanakkerman-fintwitbert-sentiment&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-stephanakkerman-fintwitbert-sentiment/decentralized-fallbacks