# ggml-org/e5-small-v2-Q8_0-GGUF

Model from Hugging Face for sentence similarity: ggml-org/e5-small-v2-Q8_0-GGUF · sentence transformers

## Facts

- Type: Embedding
- Task: sentence-similarity
- Framework: sentence-transformers
- License: mit — Permissive open license: commercial use, modification, and redistribution are permitted. (https://spdx.org/licenses/MIT.html)
- Source: https://huggingface.co/ggml-org/e5-small-v2-Q8_0-GGUF
- Hosting: hosted (1 file)
- Files: 1 hosted of 3 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, 36.7 MB
- Full repo upstream: 36.7 MB
- Recommended file: 36.7 MB (Q8_0) · e5-small-v2-q8_0.gguf
- Download: https://huggingbay.xyz/artifact/hf-model-ggml-org-e5-small-v2-q8-0-gguf/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-ggml-org-e5-small-v2-q8-0-gguf/download-plan)
- Per-file SHA-256: available for 1 of 1 hosted file via https://huggingbay.xyz/api/artifacts/hf-model-ggml-org-e5-small-v2-q8-0-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: 86
- Stars: 1
- Card completeness: 96%

## Description

External Hugging Face catalog record for ggml-org/e5-small-v2-Q8_0-GGUF. Task: sentence similarity. Library: sentence transformers. Languages: en. Base model: intfloat/e5-small-v2. Includes 12 model-card evaluation signals. Popularity signal at import: 164 downloads and 1 likes.

## Model Card Facts

- Declared license: mit
- Pipeline: sentence-similarity
- Library: sentence-transformers
- Base model: intfloat/e5-small-v2
- Task categories: sentence-similarity
- Languages: en
- Model-index entries: e5-small-v2
- Evaluation signals: 12 model-card eval results
- File hints: 3 upstream file samples

## Evaluation Signals

- MTEB AmazonCounterfactualClassification (en): accuracy = 77.59701492537313 (Classification)
- MTEB AmazonCounterfactualClassification (en): ap = 41.67064885731708 (Classification)
- MTEB AmazonCounterfactualClassification (en): f1 = 71.86465946398573 (Classification)
- MTEB AmazonPolarityClassification: accuracy = 91.265875 (Classification)
- MTEB AmazonPolarityClassification: ap = 87.67633085349644 (Classification)
- MTEB AmazonPolarityClassification: f1 = 91.24297521425744 (Classification)
- MTEB AmazonReviewsClassification (en): accuracy = 45.882000000000005 (Classification)
- MTEB AmazonReviewsClassification (en): f1 = 45.08058870381236 (Classification)
- MTEB ArguAna: map_at_1 = 20.697 (Retrieval)
- MTEB ArguAna: map_at_10 = 33.975 (Retrieval)

## File Hints

- .gitattributes (1.5 KB)
- README.md (60 KB)
- e5-small-v2-q8_0.gguf (35 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 2026-09-16T22:10:45.447Z.
- Upstream license: mit. Mirror admission policy: permissive (owner policy; no license rights inferred).
- Model-index metadata found for e5-small-v2.
- 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-ggml-org-e5-small-v2-q8-0-gguf
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- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-ggml-org-e5-small-v2-q8-0-gguf/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-ggml-org-e5-small-v2-q8-0-gguf&limit=100
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