# deepset/roberta-large-squad2

Model from Hugging Face for question answering: deepset/roberta-large-squad2 · transformers

## Facts

- Type: LLM
- Task: question-answering
- Framework: transformers
- License: cc-by-4.0 — cc-by-4.0: commercial use, modification, and redistribution are permitted with attribution. (https://spdx.org/licenses/CC-by-4.0.html)
- Source: https://huggingface.co/deepset/roberta-large-squad2
- Hosting: hosted (6 files)
- Files: 6 hosted of 10 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: at least 6 listed files; full count and size unknown
- Full repo upstream: 4.25 GB
- Recommended file: 1.42 GB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-deepset-roberta-large-squad2/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-deepset-roberta-large-squad2/download-plan)
- Per-file SHA-256: available for 5 of 6 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-deepset-roberta-large-squad2/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: 4652
- Stars: 30
- Card completeness: 96%

## Description

External Hugging Face catalog record for deepset/roberta-large-squad2. Task: question answering. Library: transformers. Languages: en. Datasets referenced by card metadata: squad_v2. Base model: roberta-large. Includes 12 model-card evaluation signals. Popularity signal at import: 8,491 downloads and 30 likes.

## Model Card Facts

- Declared license: cc-by-4.0
- Pipeline: question-answering
- Library: transformers
- Base model: roberta-large
- Task categories: question-answering
- Languages: en
- Referenced datasets: squad_v2
- Model-index entries: deepset/roberta-large-squad2
- Evaluation signals: 12 model-card eval results
- File hints: 10 upstream file samples

## Evaluation Signals

- squad_v2: Exact Match = 85.168 (Question Answering)
- squad_v2: F1 = 88.349 (Question Answering)
- squad: Exact Match = 87.162 (Question Answering)
- squad: F1 = 93.603 (Question Answering)
- adversarial_qa: Exact Match = 35.9 (Question Answering)
- adversarial_qa: F1 = 48.923 (Question Answering)
- squad_adversarial: Exact Match = 81.142 (Question Answering)
- squad_adversarial: F1 = 87.099 (Question Answering)
- squadshifts amazon: Exact Match = 72.453 (Question Answering)
- squadshifts amazon: F1 = 86.325 (Question Answering)

## Referenced Data

- Dataset: squad_v2

## File Hints

- .gitattributes (790 B)
- README.md (7.5 KB)
- config.json (696 B)
- flax_model.msgpack (1.3 GB) LFS
- merges.txt (446 KB)
- model.safetensors (1.3 GB) LFS
- pytorch_model.bin (1.3 GB) LFS
- special_tokens_map.json (239 B)
- tokenizer_config.json (1.2 KB)
- vocab.json (780 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 2026-09-21T22:13:02.989Z.
- Open license detected as cc-by-4.0.
- Model-index metadata found for deepset/roberta-large-squad2.
- Model card references dataset context: squad_v2.
- 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-deepset-roberta-large-squad2
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-deepset-roberta-large-squad2/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-deepset-roberta-large-squad2/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-deepset-roberta-large-squad2/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-deepset-roberta-large-squad2
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-deepset-roberta-large-squad2/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-deepset-roberta-large-squad2&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-deepset-roberta-large-squad2/decentralized-fallbacks