# borgcollectivegmbh/testing-jina-stuff

Model from Hugging Face for feature extraction: borgcollectivegmbh/testing-jina-stuff · sentence transformers

## Facts

- Type: Embedding
- Task: feature-extraction
- 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/borgcollectivegmbh/testing-jina-stuff
- Hosting: hosted (8 files)
- Files: 8 hosted of 12 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: 8 files, 131.5 MB
- Full repo upstream: 131.8 MB
- Recommended file: 130.8 MB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-borgcollectivegmbh-testing-jina-stuff/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-borgcollectivegmbh-testing-jina-stuff/download-plan)
- Per-file SHA-256: available for 8 of 8 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-borgcollectivegmbh-testing-jina-stuff/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: 61
- Stars: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for borgcollectivegmbh/testing-jina-stuff. Task: feature extraction. Library: sentence transformers. Languages: en. Datasets referenced by card metadata: jinaai/negation-dataset. Includes 12 model-card evaluation signals. Popularity signal at import: 91 downloads and 0 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: feature-extraction
- Library: sentence-transformers
- Task categories: feature-extraction
- Languages: en
- Referenced datasets: jinaai/negation-dataset
- Paper ids: 2108.12409, 2310.19923
- Model-index entries: jina-embedding-s-en-v2
- Evaluation signals: 12 model-card eval results
- File hints: 12 upstream file samples

## Evaluation Signals

- MTEB AmazonCounterfactualClassification (en): accuracy = 71.35820895522387 (Classification)
- MTEB AmazonCounterfactualClassification (en): ap = 33.99931933598115 (Classification)
- MTEB AmazonCounterfactualClassification (en): f1 = 65.3853685535555 (Classification)
- MTEB AmazonPolarityClassification: accuracy = 82.90140000000001 (Classification)
- MTEB AmazonPolarityClassification: ap = 78.01434597815617 (Classification)
- MTEB AmazonPolarityClassification: f1 = 82.83357802722676 (Classification)
- MTEB AmazonReviewsClassification (en): accuracy = 40.88999999999999 (Classification)
- MTEB AmazonReviewsClassification (en): f1 = 39.209432767163456 (Classification)
- MTEB ArguAna: map_at_1 = 23.257 (Retrieval)
- MTEB ArguAna: map_at_10 = 37.946000000000005 (Retrieval)

## Referenced Data

- Dataset: jinaai/negation-dataset
- Paper: 2108.12409
- Paper: 2310.19923

## File Hints

- .gitattributes (1.5 KB)
- 1_Pooling/config.json (296 B)
- README.md (69 KB)
- config.json (1.2 KB)
- config_sentence_transformers.json (205 B)
- model.safetensors (125 MB) LFS
- modules.json (229 B)
- sentence_bert_config.json (54 B)
- special_tokens_map.json (695 B)
- tokenizer.json (695 KB)
- tokenizer_config.json (1.2 KB)
- 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 2026-09-24T10:51:22.321Z.
- Open license detected as apache-2.0.
- Model-index metadata found for jina-embedding-s-en-v2.
- Model card references dataset context: jinaai/negation-dataset.
- 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-borgcollectivegmbh-testing-jina-stuff
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-borgcollectivegmbh-testing-jina-stuff/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-borgcollectivegmbh-testing-jina-stuff/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-borgcollectivegmbh-testing-jina-stuff/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-borgcollectivegmbh-testing-jina-stuff
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-borgcollectivegmbh-testing-jina-stuff/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-borgcollectivegmbh-testing-jina-stuff&limit=100
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