# RamzyBakir/jellyphish-bert-base-mail

Model from Hugging Face for text classification: RamzyBakir/jellyphish-bert-base-mail · 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/RamzyBakir/jellyphish-bert-base-mail
- Hosting: hosted (5 files)
- Files: 5 hosted of 9 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: 5 files, 438.7 MB
- Full repo upstream: 438.9 MB
- Recommended file: 438 MB (2 files)
- Download: https://huggingbay.xyz/artifact/hf-model-ramzybakir-jellyphish-bert-base-mail/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-ramzybakir-jellyphish-bert-base-mail/download-plan)
- Per-file SHA-256: available for 5 of 5 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-ramzybakir-jellyphish-bert-base-mail/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: 25
- Stars: 1
- Card completeness: 96%

## Description

External Hugging Face catalog record for RamzyBakir/jellyphish-bert-base-mail. Task: text classification. Library: transformers. Datasets referenced by card metadata: zefang-liu/phishing-email-dataset, kxm1k4m1/generate_phishing_email_final. Base model: google-bert/bert-base-uncased. Popularity signal at import: 25 downloads and 1 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: text-classification
- Library: transformers
- Base model: google-bert/bert-base-uncased
- Task categories: text-classification
- Referenced datasets: zefang-liu/phishing-email-dataset, kxm1k4m1/generate_phishing_email_final
- Metrics: accuracy, precision, recall
- Model-index entries: JellyPhish
- File hints: 9 upstream file samples

## Referenced Data

- Dataset: zefang-liu/phishing-email-dataset
- Dataset: kxm1k4m1/generate_phishing_email_final

## File Hints

- .gitattributes (1.5 KB)
- README.md (3.7 KB)
- config.json (825 B)
- model.safetensors (418 MB) LFS
- special_tokens_map.json (125 B)
- tokenizer.json (695 KB)
- tokenizer_config.json (1.2 KB)
- training_args.bin (5.1 KB) LFS
- vocab.txt (226 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 2026-09-25T06:19:00.997Z.
- Open license detected as apache-2.0.
- Model-index metadata found for JellyPhish.
- Model card references dataset context: zefang-liu/phishing-email-dataset, kxm1k4m1/generate_phishing_email_final.
- 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-ramzybakir-jellyphish-bert-base-mail
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-ramzybakir-jellyphish-bert-base-mail/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-ramzybakir-jellyphish-bert-base-mail/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-ramzybakir-jellyphish-bert-base-mail/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-ramzybakir-jellyphish-bert-base-mail
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-ramzybakir-jellyphish-bert-base-mail/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-ramzybakir-jellyphish-bert-base-mail&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-ramzybakir-jellyphish-bert-base-mail/decentralized-fallbacks