# mshenoda/roberta-spam

Model from Hugging Face for text classification: mshenoda/roberta-spam · 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/mshenoda/roberta-spam
- Hosting: hosted (6 files)
- Files: 6 hosted of 23 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: 6 files, 500.1 MB
- Full repo upstream: 998.9 MB
- Recommended file: 997.3 MB (2 files)
- Download: https://huggingbay.xyz/artifact/hf-model-mshenoda-roberta-spam/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-mshenoda-roberta-spam/download-plan)
- Per-file SHA-256: available for 6 of 6 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-mshenoda-roberta-spam/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: 6061
- Stars: 33
- Card completeness: 96%

## Description

External Hugging Face catalog record for mshenoda/roberta-spam. Task: text classification. Library: transformers. Languages: en. Datasets referenced by card metadata: mshenoda/spam-messages. Popularity signal at import: 1,602 downloads and 33 likes.

## Model Card Facts

- Declared license: mit
- Pipeline: text-classification
- Library: transformers
- Task categories: text-classification
- Languages: en
- Referenced datasets: mshenoda/spam-messages
- Paper ids: 1907.11692
- File hints: 16 upstream file samples

## Referenced Data

- Dataset: mshenoda/spam-messages
- Paper: 1907.11692

## File Hints

- .gitattributes (1.4 KB)
- README.md (3.2 KB)
- config.json (735 B)
- merges.txt (446 KB)
- model.safetensors (476 MB) LFS
- plots/confusion_matrix.png (21 KB)
- plots/evaluate_metrics.txt (70 B)
- plots/test_set_distribution.jpg (25 KB)
- plots/train_losses.txt (211 B)
- plots/train_set_distribution.jpg (25 KB)
- plots/train_validation_loss.jpg (29 KB)
- plots/val_accuracies.txt (184 B)

## 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 2026-09-22T15:00:02.325Z.
- Open license detected as mit.
- Model card references dataset context: mshenoda/spam-messages.
- 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-mshenoda-roberta-spam
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-mshenoda-roberta-spam/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-mshenoda-roberta-spam/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-mshenoda-roberta-spam/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-mshenoda-roberta-spam
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-mshenoda-roberta-spam/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-mshenoda-roberta-spam&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-mshenoda-roberta-spam/decentralized-fallbacks