# mariagrandury/distilbert-base-uncased-finetuned-sms-spam-detection

Model from Hugging Face for text classification: mariagrandury/distilbert-base-uncased-finetuned-sms-spam-detection · 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/mariagrandury/distilbert-base-uncased-finetuned-sms-spam-detection
- Hosting: hosted (5 files)
- Files: 5 hosted of 13 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, 268.5 MB
- Full repo upstream: 536.7 MB
- Recommended file: 267.8 MB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-mariagrandury-distilbert-base-uncased-finetuned-sms-spam-detection/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-mariagrandury-distilbert-base-uncased-finetuned-sms-spam-detection/download-plan)
- Per-file SHA-256: available for 5 of 5 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-mariagrandury-distilbert-base-uncased-finetuned-sms-spam-detection/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: 108
- Stars: 3
- Card completeness: 96%

## Description

External Hugging Face catalog record for mariagrandury/distilbert-base-uncased-finetuned-sms-spam-detection. Task: text classification. Library: transformers. Datasets referenced by card metadata: sms_spam. Includes 1 model-card evaluation signal. Popularity signal at import: 304 downloads and 3 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: text-classification
- Library: transformers
- Task categories: text-classification
- Referenced datasets: sms_spam
- Metrics: accuracy
- Model-index entries: distilbert-base-uncased-finetuned-sms-spam-detection
- Evaluation signals: 1 model-card eval result
- File hints: 13 upstream file samples

## Evaluation Signals

- sms_spam: Accuracy = 0.9921090387374462 (Text Classification)

## Referenced Data

- Dataset: sms_spam

## File Hints

- .gitattributes (1.2 KB)
- .gitignore (13 B)
- README.md (1.7 KB)
- config.json (615 B)
- model.safetensors (255 MB) LFS
- pytorch_model.bin (255 MB) LFS
- runs/Feb25_06-49-20_0322c2d8433c/1645771785.0362637/events.out.tfevents.1645771785.0322c2d8433c.87.1 (4.7 KB) LFS
- runs/Feb25_06-49-20_0322c2d8433c/events.out.tfevents.1645771785.0322c2d8433c.87.0 (5.4 KB) LFS
- special_tokens_map.json (112 B)
- tokenizer.json (695 KB)
- tokenizer_config.json (333 B)
- training_args.bin (3.0 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 2026-09-23T05:11:08.864Z.
- Open license detected as apache-2.0.
- Model-index metadata found for distilbert-base-uncased-finetuned-sms-spam-detection.
- Model card references dataset context: sms_spam.
- 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-mariagrandury-distilbert-base-uncased-finetuned-sms-spam-detection
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-mariagrandury-distilbert-base-uncased-finetuned-sms-spam-detection/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-mariagrandury-distilbert-base-uncased-finetuned-sms-spam-detection/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-mariagrandury-distilbert-base-uncased-finetuned-sms-spam-detection/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-mariagrandury-distilbert-base-uncased-finetuned-sms-spam-detection
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-mariagrandury-distilbert-base-uncased-finetuned-sms-spam-detection/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-mariagrandury-distilbert-base-uncased-finetuned-sms-spam-detection&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-mariagrandury-distilbert-base-uncased-finetuned-sms-spam-detection/decentralized-fallbacks