# juliosocher/bart-large-cnn-finetuned-scientific-articles

Model from Hugging Face for summarization: juliosocher/bart-large-cnn-finetuned-scientific-articles · transformers

## Facts

- Type: LLM
- Task: summarization
- Framework: transformers
- License: mit — Permissive open license: commercial use, modification, and redistribution are permitted. (https://spdx.org/licenses/MIT.html)
- Source: https://huggingface.co/juliosocher/bart-large-cnn-finetuned-scientific-articles
- Hosting: hosted (6 files)
- Files: 6 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: 6 files, 1.63 GB
- Full repo upstream: 1.63 GB
- Recommended file: 1.63 GB (2 files)
- Download: https://huggingbay.xyz/artifact/hf-model-juliosocher-bart-large-cnn-finetuned-scientific-articles/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-juliosocher-bart-large-cnn-finetuned-scientific-articles/download-plan)
- Per-file SHA-256: available for 6 of 6 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-juliosocher-bart-large-cnn-finetuned-scientific-articles/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: 9
- Stars: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for juliosocher/bart-large-cnn-finetuned-scientific-articles. Task: summarization. Library: transformers. Datasets referenced by card metadata: scientific_papers. Base model: facebook/bart-large-cnn. Includes 1 model-card evaluation signal. Popularity signal at import: 9 downloads and 0 likes.

## Model Card Facts

- Declared license: mit
- Pipeline: summarization
- Library: transformers
- Base model: facebook/bart-large-cnn
- Task categories: summarization
- Referenced datasets: scientific_papers
- Metrics: rouge
- Model-index entries: bart-large-cnn-finetuned-scientific-articles
- Evaluation signals: 1 model-card eval result
- File hints: 13 upstream file samples

## Evaluation Signals

- scientific_papers: Rouge1 = 33.8477 (Sequence-to-sequence Language Modeling)

## Referenced Data

- Dataset: scientific_papers

## File Hints

- .gitattributes (1.5 KB)
- README.md (2.3 KB)
- config.json (1.6 KB)
- generation_config.json (328 B)
- merges.txt (446 KB)
- model.safetensors (1.5 GB) LFS
- runs/Jun07_21-21-57_2fedb892bf54/events.out.tfevents.1717795331.2fedb892bf54.3921.0 (9.6 KB) LFS
- runs/Jun07_21-21-57_2fedb892bf54/events.out.tfevents.1717796949.2fedb892bf54.3921.1 (562 B) LFS
- special_tokens_map.json (279 B)
- tokenizer.json (2.0 MB)
- tokenizer_config.json (1.2 KB)
- training_args.bin (5.2 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 2026-09-25T17:00:32.659Z.
- Open license detected as mit.
- Model-index metadata found for bart-large-cnn-finetuned-scientific-articles.
- Model card references dataset context: scientific_papers.
- 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-juliosocher-bart-large-cnn-finetuned-scientific-articles
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-juliosocher-bart-large-cnn-finetuned-scientific-articles/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-juliosocher-bart-large-cnn-finetuned-scientific-articles/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-juliosocher-bart-large-cnn-finetuned-scientific-articles/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-juliosocher-bart-large-cnn-finetuned-scientific-articles
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-juliosocher-bart-large-cnn-finetuned-scientific-articles/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-juliosocher-bart-large-cnn-finetuned-scientific-articles&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-juliosocher-bart-large-cnn-finetuned-scientific-articles/decentralized-fallbacks