# StephanAkkerman/FinTwitBERT

Model from Hugging Face for fill mask: StephanAkkerman/FinTwitBERT · transformers

## Facts

- Type: LLM
- Task: fill-mask
- 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
- Hosting: unknown (no download location recorded)
- Files: 16 listed, none hosted here
- 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: availability unknown
- Full repo upstream: 1.76 GB
- Download: none recorded
- Per-file SHA-256: not available (no files hosted on Hugging Bay)
- 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: 84
- Stars: 10
- Card completeness: 96%

## Description

External Hugging Face catalog record for StephanAkkerman/FinTwitBERT. Task: fill mask. Library: transformers. Languages: en. Datasets referenced by card metadata: StephanAkkerman/stock-market-tweets-data, StephanAkkerman/financial-tweets, StephanAkkerman/crypto-stock-tweets. Base model: yiyanghkust/finbert-pretrain. Includes 1 model-card evaluation signal. Popularity signal at import: 72 downloads and 10 likes.

## Model Card Facts

- Declared license: mit
- Pipeline: fill-mask
- Library: transformers
- Base model: yiyanghkust/finbert-pretrain
- Task categories: fill-mask
- Languages: en
- Referenced datasets: StephanAkkerman/stock-market-tweets-data, StephanAkkerman/financial-tweets, StephanAkkerman/crypto-stock-tweets
- Metrics: perplexity
- Model-index entries: FinTwitBERT
- Evaluation signals: 1 model-card eval result
- File hints: 16 upstream file samples

## Evaluation Signals

- Stock Market Tweets Data: Perplexity = 5.022 (Financial Tweet Prediction)

## Referenced Data

- Dataset: StephanAkkerman/stock-market-tweets-data
- Dataset: StephanAkkerman/financial-tweets
- Dataset: StephanAkkerman/crypto-stock-tweets

## File Hints

- .gitattributes (1.5 KB)
- README.md (3.9 KB)
- added_tokens.json (39 B)
- config.json (640 B)
- generation_config.json (90 B)
- model.safetensors (419 MB) LFS
- optimizer.pt (838 MB) LFS
- pytorch_model.bin (418 MB) LFS
- rng_state.pth (14 KB) LFS
- scheduler.pt (1.0 KB) LFS
- special_tokens_map.json (125 B)
- tokenizer.json (696 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: pending

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-09-24T17:56:41.576Z.
- Open license detected as mit.
- Model-index metadata found for FinTwitBERT.
- Model card references dataset context: StephanAkkerman/stock-market-tweets-data, StephanAkkerman/financial-tweets, StephanAkkerman/crypto-stock-tweets.
- Not locally hosted, mirrored, signed, or rescanned by Hugging Bay.
- 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
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-stephanakkerman-fintwitbert/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-stephanakkerman-fintwitbert/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-stephanakkerman-fintwitbert/distribution
- Manifest: not available until files are hosted and release checks pass.
- Request mirror: POST https://huggingbay.xyz/api/artifacts/hf-model-stephanakkerman-fintwitbert/mirror-request
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-stephanakkerman-fintwitbert/decentralized-fallbacks