# davanstrien/ModernBERT-web-topics-1m

Model from Hugging Face for text classification: davanstrien/ModernBERT-web-topics-1m · 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/davanstrien/ModernBERT-web-topics-1m
- Hosting: unknown (no download location recorded)
- Files: 21 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: 602.3 MB
- Recommended file: 598.5 MB (2 files)
- Parameters: 1M
- 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: 80
- Stars: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for davanstrien/ModernBERT-web-topics-1m. Task: text classification. Library: transformers. Languages: en. Datasets referenced by card metadata: WebOrganizer/TopicAnnotations-Llama-3.1-8B. Base model: answerdotai/ModernBERT-base. Includes 3 model-card evaluation signals. Files we host have a published SHA-256.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: text-classification
- Library: transformers
- Base model: answerdotai/ModernBERT-base
- Task categories: text-classification
- Languages: en
- Referenced datasets: WebOrganizer/TopicAnnotations-Llama-3.1-8B
- Metrics: accuracy, f1, worst_group_accuracy
- Paper ids: 2502.10341
- Model-index entries: davanstrien/ModernBERT-web-topics-1m
- Evaluation signals: 3 model-card eval results
- File hints: 16 upstream file samples

## Evaluation Signals

- WebOrganizer/TopicAnnotations-Llama-3.1-8B: Accuracy = 0.7949 (Topic Classification)
- WebOrganizer/TopicAnnotations-Llama-3.1-8B: F1 = 0.7948 (Topic Classification)
- WebOrganizer/TopicAnnotations-Llama-3.1-8B: Worst Group Accuracy = 0.5723 (Topic Classification)

## Referenced Data

- Dataset: WebOrganizer/TopicAnnotations-Llama-3.1-8B
- Paper: 2502.10341

## File Hints

- .gitattributes (1.5 KB)
- README.md (12 KB)
- config.json (7.6 KB)
- model.safetensors (571 MB) LFS
- runs/Apr24_12-45-46_r-davanstrien-jupyterlab-e6tf1kem-6d0b4-hb2fi/events.out.tfevents.1745491556.r-davanstrien-jupyterlab-e6tf1kem-6d0b4-hb2fi.1766.0 (12 KB) LFS
- runs/Apr24_12-49-33_r-davanstrien-jupyterlab-e6tf1kem-6d0b4-hb2fi/events.out.tfevents.1745491778.r-davanstrien-jupyterlab-e6tf1kem-6d0b4-hb2fi.7092.0 (13 KB) LFS
- runs/Apr24_12-57-31_r-davanstrien-jupyterlab-e6tf1kem-6d0b4-hb2fi/events.out.tfevents.1745492260.r-davanstrien-jupyterlab-e6tf1kem-6d0b4-hb2fi.8286.0 (13 KB) LFS
- runs/Apr24_13-02-33_r-davanstrien-jupyterlab-e6tf1kem-6d0b4-hb2fi/events.out.tfevents.1745492560.r-davanstrien-jupyterlab-e6tf1kem-6d0b4-hb2fi.9166.0 (12 KB) LFS
- runs/Apr24_13-09-53_r-davanstrien-jupyterlab-e6tf1kem-6d0b4-hb2fi/events.out.tfevents.1745492997.r-davanstrien-jupyterlab-e6tf1kem-6d0b4-hb2fi.10185.0 (12 KB) LFS
- runs/Apr24_14-09-18_r-davanstrien-jupyterlab-2mj5fvgi-78bf5-iiek2/events.out.tfevents.1745496564.r-davanstrien-jupyterlab-2mj5fvgi-78bf5-iiek2.937.0 (12 KB) LFS
- runs/Apr24_14-23-11_r-davanstrien-jupyterlab-2mj5fvgi-78bf5-iiek2/events.out.tfevents.1745497395.r-davanstrien-jupyterlab-2mj5fvgi-78bf5-iiek2.7923.0 (12 KB) LFS
- runs/Apr24_14-32-07_r-davanstrien-jupyterlab-2mj5fvgi-78bf5-iiek2/events.out.tfevents.1745497931.r-davanstrien-jupyterlab-2mj5fvgi-78bf5-iiek2.8836.0 (12 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: pending

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-10-01T08:29:01.777Z.
- Open license detected as apache-2.0.
- Model-index metadata found for davanstrien/ModernBERT-web-topics-1m.
- Model card references dataset context: WebOrganizer/TopicAnnotations-Llama-3.1-8B.
- 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-davanstrien-modernbert-web-topics-1m
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-davanstrien-modernbert-web-topics-1m/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-davanstrien-modernbert-web-topics-1m/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-davanstrien-modernbert-web-topics-1m/distribution
- Manifest: not available until files are hosted and release checks pass.
- Request mirror: POST https://huggingbay.xyz/api/artifacts/hf-model-davanstrien-modernbert-web-topics-1m/mirror-request
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-davanstrien-modernbert-web-topics-1m/decentralized-fallbacks