# mlx-community/snowflake-arctic-embed-l-v2.0-6bit

Model from Hugging Face for sentence similarity: mlx-community/snowflake-arctic-embed-l-v2.0-6bit · 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/mlx-community/snowflake-arctic-embed-l-v2.0-6bit
- Hosting: hosted (7 files)
- Files: 7 hosted of 10 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: 7 files, 478.8 MB
- Full repo upstream: 479.1 MB
- Recommended file: 461.8 MB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-mlx-community-snowflake-arctic-embed-l-v2-0-6bit/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-snowflake-arctic-embed-l-v2-0-6bit/download-plan)
- Per-file SHA-256: available for 7 of 7 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-snowflake-arctic-embed-l-v2-0-6bit/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: 83
- Stars: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for mlx-community/snowflake-arctic-embed-l-v2.0-6bit. Task: sentence similarity. Library: sentence transformers. Languages: af, ar, az, be, bg, bn, ca, ceb. Includes 12 model-card evaluation signals. Popularity signal at import: 100 downloads and 0 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: sentence-similarity
- Library: sentence-transformers
- Task categories: sentence-similarity
- Languages: af, ar, az, be, bg, bn, ca, ceb
- Model-index entries: snowflake-arctic-embed-l-v2.0
- Evaluation signals: 12 model-card eval results
- File hints: 10 upstream file samples

## Evaluation Signals

- MTEB AmazonCounterfactualClassification (en-ext): accuracy = 67.039 (Classification)
- MTEB AmazonCounterfactualClassification (en-ext): f1 = 55.1806 (Classification)
- MTEB AmazonCounterfactualClassification (en-ext): f1_weighted = 73.41149999999999 (Classification)
- MTEB AmazonCounterfactualClassification (en-ext): ap = 17.9914 (Classification)
- MTEB AmazonCounterfactualClassification (en-ext): ap_weighted = 17.9914 (Classification)
- MTEB AmazonCounterfactualClassification (en-ext): main_score = 67.039 (Classification)
- MTEB AmazonCounterfactualClassification (en): accuracy = 65.59700000000001 (Classification)
- MTEB AmazonCounterfactualClassification (en): f1 = 60.244299999999996 (Classification)
- MTEB AmazonCounterfactualClassification (en): f1_weighted = 68.9975 (Classification)
- MTEB AmazonCounterfactualClassification (en): ap = 29.762100000000004 (Classification)

## File Hints

- .gitattributes (1.5 KB)
- README.md (237 KB)
- config.json (788 B)
- config_sentence_transformers.json (203 B)
- model.safetensors (440 MB) LFS
- model.safetensors.index.json (50 KB)
- modules.json (349 B)
- special_tokens_map.json (964 B)
- tokenizer.json (16 MB) LFS
- tokenizer_config.json (1.3 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 2026-09-24T01:11:34.909Z.
- Open license detected as apache-2.0.
- Model-index metadata found for snowflake-arctic-embed-l-v2.0.
- 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-mlx-community-snowflake-arctic-embed-l-v2-0-6bit
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-snowflake-arctic-embed-l-v2-0-6bit/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-snowflake-arctic-embed-l-v2-0-6bit/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-snowflake-arctic-embed-l-v2-0-6bit/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-mlx-community-snowflake-arctic-embed-l-v2-0-6bit
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-snowflake-arctic-embed-l-v2-0-6bit/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-mlx-community-snowflake-arctic-embed-l-v2-0-6bit&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-snowflake-arctic-embed-l-v2-0-6bit/decentralized-fallbacks