# Fatin757/biencoder-v2

Model from Hugging Face for sentence similarity: Fatin757/biencoder-v2 · sentence transformers

## Facts

- Type: Embedding
- Task: sentence-similarity
- Framework: sentence-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/Fatin757/biencoder-v2
- Hosting: hosted (8 files)
- Files: 8 hosted of 11 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 8 listed files; full count and size unknown
- Full repo upstream: 599.7 MB
- Download: https://huggingbay.xyz/artifact/hf-model-fatin757-biencoder-v2/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-fatin757-biencoder-v2/download-plan)
- Per-file SHA-256: available for 7 of 8 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-fatin757-biencoder-v2/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: 100
- Stars: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for Fatin757/biencoder-v2. Task: sentence similarity. Library: sentence transformers. Languages: en. Base model: nomic-ai/modernbert-embed-base. Includes 1 model-card evaluation signal. Popularity signal at import: 100 downloads and 0 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: sentence-similarity
- Library: sentence-transformers
- Base model: nomic-ai/modernbert-embed-base
- Task categories: sentence-similarity
- Languages: en
- Metrics: cosine_accuracy
- Paper ids: 1908.10084, 1703.07737
- Model-index entries: modernbert-job-role-matcher
- Evaluation signals: 1 model-card eval result
- File hints: 11 upstream file samples

## Evaluation Signals

- Unknown: Cosine Accuracy = 1 (Triplet)

## Referenced Data

- Paper: 1908.10084
- Paper: 1703.07737

## File Hints

- .gitattributes (1.5 KB)
- 1_Pooling/config.json (296 B)
- README.md (44 KB)
- config.json (1.2 KB)
- config_sentence_transformers.json (205 B)
- model.safetensors (568 MB) LFS
- modules.json (349 B)
- sentence_bert_config.json (54 B)
- special_tokens_map.json (694 B)
- tokenizer.json (3.4 MB)
- tokenizer_config.json (20 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 2026-09-24T01:13:24.791Z.
- Open license detected as apache-2.0.
- Model-index metadata found for modernbert-job-role-matcher.
- 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-fatin757-biencoder-v2
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-fatin757-biencoder-v2/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-fatin757-biencoder-v2/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-fatin757-biencoder-v2/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-fatin757-biencoder-v2
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-fatin757-biencoder-v2/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-fatin757-biencoder-v2&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-fatin757-biencoder-v2/decentralized-fallbacks