# gpustack/jina-embeddings-v2-base-en-GGUF

Model from Hugging Face for feature extraction: gpustack/jina-embeddings-v2-base-en-GGUF · 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/gpustack/jina-embeddings-v2-base-en-GGUF
- Hosting: hosted (1 file)
- Files: 1 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: 1 file, 88.5 MB
- Full repo upstream: 1.04 GB
- Recommended file: 88.5 MB (Q4_K_M) · jina-embeddings-v2-base-en-Q4_K_M.gguf
- Download: https://huggingbay.xyz/artifact/hf-model-gpustack-jina-embeddings-v2-base-en-gguf/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-gpustack-jina-embeddings-v2-base-en-gguf/download-plan)
- Per-file SHA-256: available for 1 of 1 hosted file via https://huggingbay.xyz/api/artifacts/hf-model-gpustack-jina-embeddings-v2-base-en-gguf/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: 88
- Stars: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for gpustack/jina-embeddings-v2-base-en-GGUF. Task: feature extraction. Library: sentence transformers. Languages: en. Datasets referenced by card metadata: allenai/c4. Includes 12 model-card evaluation signals. Popularity signal at import: 253 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: allenai/c4
- Paper ids: 2108.12409, 2310.19923
- Model-index entries: jina-embedding-b-en-v2
- Evaluation signals: 12 model-card eval results
- File hints: 11 upstream file samples

## Evaluation Signals

- MTEB AmazonCounterfactualClassification (en): accuracy = 74.73134328358209 (Classification)
- MTEB AmazonCounterfactualClassification (en): ap = 37.765427081831035 (Classification)
- MTEB AmazonCounterfactualClassification (en): f1 = 68.79367444339518 (Classification)
- MTEB AmazonPolarityClassification: accuracy = 88.544275 (Classification)
- MTEB AmazonPolarityClassification: ap = 84.61328675662887 (Classification)
- MTEB AmazonPolarityClassification: f1 = 88.51879035862375 (Classification)
- MTEB AmazonReviewsClassification (en): accuracy = 45.263999999999996 (Classification)
- MTEB AmazonReviewsClassification (en): f1 = 43.778759656699435 (Classification)
- MTEB ArguAna: map_at_1 = 21.693 (Retrieval)
- MTEB ArguAna: map_at_10 = 35.487 (Retrieval)

## Referenced Data

- Dataset: allenai/c4
- Paper: 2108.12409
- Paper: 2310.19923

## File Hints

- .gitattributes (1.5 KB)
- README.md (70 KB)
- jina-embeddings-v2-base-en-FP16.gguf (262 MB) LFS
- jina-embeddings-v2-base-en-Q2_K.gguf (59 MB) LFS
- jina-embeddings-v2-base-en-Q3_K.gguf (71 MB) LFS
- jina-embeddings-v2-base-en-Q4_0.gguf (80 MB) LFS
- jina-embeddings-v2-base-en-Q4_K_M.gguf (84 MB) LFS
- jina-embeddings-v2-base-en-Q5_0.gguf (94 MB) LFS
- jina-embeddings-v2-base-en-Q5_K_M.gguf (96 MB) LFS
- jina-embeddings-v2-base-en-Q6_K.gguf (108 MB) LFS
- jina-embeddings-v2-base-en-Q8_0.gguf (139 MB) LFS

## 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 2026-09-23T07:26:21.647Z.
- Open license detected as apache-2.0.
- Model-index metadata found for jina-embedding-b-en-v2.
- Model card references dataset context: allenai/c4.
- 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-gpustack-jina-embeddings-v2-base-en-gguf
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- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-gpustack-jina-embeddings-v2-base-en-gguf/distribution
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- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-gpustack-jina-embeddings-v2-base-en-gguf/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-gpustack-jina-embeddings-v2-base-en-gguf&limit=100
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