# deepset/quora_dedup_bert_base

Model from Hugging Face for feature extraction: deepset/quora_dedup_bert_base · transformers

## Facts

- Type: Embedding
- Task: feature-extraction
- 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/deepset/quora_dedup_bert_base
- 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: at least 6 listed files; full count and size unknown
- Full repo upstream: 1.31 GB
- Download: https://huggingbay.xyz/artifact/hf-model-deepset-quora-dedup-bert-base/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-deepset-quora-dedup-bert-base/download-plan)
- Per-file SHA-256: available for 5 of 6 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-deepset-quora-dedup-bert-base/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: 102
- Stars: 4
- Card completeness: 89%

## Description

External Hugging Face catalog record for deepset/quora_dedup_bert_base. Task: feature extraction. Library: transformers. Popularity signal at import: 102 downloads and 4 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: feature-extraction
- Library: transformers
- Task categories: feature-extraction
- File hints: 13 upstream file samples

## File Hints

- .gitattributes (445 B)
- README.md (10 KB)
- config.json (450 B)
- flax_model.msgpack (418 MB) LFS
- model.safetensors (418 MB) LFS
- pytorch_model.bin (418 MB) LFS
- readme.txt (145 B)
- sentence_bert_config.json (52 B)
- similarity_evaluation_results.csv (8.2 KB)
- special_tokens_map.json (112 B)
- tokenizer_config.json (135 B)
- train_script.py (2.8 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 2026-09-24T00:13:00.122Z.
- Open license detected as apache-2.0.
- 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-quora-dedup-bert-base
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-deepset-quora-dedup-bert-base/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-deepset-quora-dedup-bert-base/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-deepset-quora-dedup-bert-base/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-deepset-quora-dedup-bert-base
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-deepset-quora-dedup-bert-base/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-deepset-quora-dedup-bert-base&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-deepset-quora-dedup-bert-base/decentralized-fallbacks