# VMware/bert-tiny-mrqa

Model from Hugging Face for question answering: VMware/bert-tiny-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/bert-tiny-mrqa
- Hosting: hosted (5 files)
- Files: 5 hosted of 9 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 5 listed files; full count and size unknown
- Full repo upstream: 35.9 MB
- Recommended file: 17.5 MB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-vmware-bert-tiny-mrqa/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-vmware-bert-tiny-mrqa/download-plan)
- Per-file SHA-256: available for 3 of 5 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-vmware-bert-tiny-mrqa/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: 20
- Stars: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for VMware/bert-tiny-mrqa. Task: question answering. Library: transformers. Languages: en. Datasets referenced by card metadata: mrqa. Includes 4 model-card evaluation signals. Popularity signal at import: 20 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/TinyRoBERTa-MRQA
- Evaluation signals: 4 model-card eval results
- File hints: 9 upstream file samples

## Evaluation Signals

- mrqa: Eval EM = 22.78 (Question-Answering)
- mrqa: Eval F1 = 32.42 (Question-Answering)
- mrqa: Test EM = 10.18 (Question-Answering)
- mrqa: Test F1 = 18.72 (Question-Answering)

## Referenced Data

- Dataset: mrqa

## File Hints

- .gitattributes (1.4 KB)
- README.md (6.4 KB)
- config.json (651 B)
- model.safetensors (17 MB) LFS
- pytorch_model.bin (17 MB) LFS
- special_tokens_map.json (125 B)
- tokenizer.json (695 KB)
- tokenizer_config.json (444 B)
- vocab.txt (226 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 2026-09-25T11:26:20.722Z.
- Open license detected as apache-2.0.
- Model-index metadata found for VMware/TinyRoBERTa-MRQA.
- Model card references dataset context: mrqa.
- 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-bert-tiny-mrqa
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-vmware-bert-tiny-mrqa/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-vmware-bert-tiny-mrqa/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-vmware-bert-tiny-mrqa/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-vmware-bert-tiny-mrqa
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-vmware-bert-tiny-mrqa/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-vmware-bert-tiny-mrqa&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-vmware-bert-tiny-mrqa/decentralized-fallbacks