# VMware/deberta-v3-base-mrqa

Model from Hugging Face for question answering: VMware/deberta-v3-base-mrqa · transformers

## Facts

- Type: LLM
- Task: question-answering
- 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/VMware/deberta-v3-base-mrqa
- Hosting: unknown (no download location recorded)
- Files: 10 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: 1.48 GB
- 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: 31
- Stars: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for VMware/deberta-v3-base-mrqa. Task: question answering. Library: transformers. Languages: en. Datasets referenced by card metadata: mrqa. Includes 4 model-card evaluation signals. Popularity signal at import: 31 downloads and 0 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: question-answering
- Library: transformers
- Task categories: question-answering
- Languages: en
- Referenced datasets: mrqa
- Metrics: exact_match, f1
- Model-index entries: VMware/deberta-v3-base-mrqa
- Evaluation signals: 4 model-card eval results
- File hints: 10 upstream file samples

## Evaluation Signals

- MRQA: Eval EM = 71.43 (Question-Answering)
- MRQA: Eval F1 = 82.59 (Question-Answering)
- MRQA: Test EM = 59.49 (Question-Answering)
- MRQA: Test F1 = 70.46 (Question-Answering)

## Referenced Data

- Dataset: mrqa

## File Hints

- .gitattributes (1.4 KB)
- README.md (6.1 KB)
- added_tokens.json (23 B)
- config.json (875 B)
- model.safetensors (701 MB) LFS
- pytorch_model.bin (701 MB) LFS
- special_tokens_map.json (173 B)
- spm.model (2.4 MB) LFS
- tokenizer.json (8.3 MB)
- tokenizer_config.json (454 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: pending

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-09-25T04:50:19.311Z.
- Open license detected as apache-2.0.
- Model-index metadata found for VMware/deberta-v3-base-mrqa.
- Model card references dataset context: mrqa.
- 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-vmware-deberta-v3-base-mrqa
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-vmware-deberta-v3-base-mrqa/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-vmware-deberta-v3-base-mrqa/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-vmware-deberta-v3-base-mrqa/distribution
- Manifest: not available until files are hosted and release checks pass.
- Request mirror: POST https://huggingbay.xyz/api/artifacts/hf-model-vmware-deberta-v3-base-mrqa/mirror-request
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