# mlx-community/multilingual-e5-large-mlx

Model from Hugging Face for feature extraction: mlx-community/multilingual-e5-large-mlx · sentence transformers

## Facts

- Type: Embedding
- Task: feature-extraction
- 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/mlx-community/multilingual-e5-large-mlx
- Hosting: hosted (6 files)
- Files: 6 hosted of 7 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: 6 files, 1.14 GB
- Full repo upstream: 1.14 GB
- Recommended file: 1.12 GB · weights.00.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-mlx-community-multilingual-e5-large-mlx/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-multilingual-e5-large-mlx/download-plan)
- Per-file SHA-256: available for 6 of 6 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-multilingual-e5-large-mlx/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: 345
- Stars: 5
- Card completeness: 96%

## Description

External Hugging Face catalog record for mlx-community/multilingual-e5-large-mlx. Task: feature extraction. Library: sentence transformers. Languages: multilingual, af, am, ar, as, az, be, bg. Includes 12 model-card evaluation signals. Popularity signal at import: 241 downloads and 5 likes.

## Model Card Facts

- Declared license: mit
- Pipeline: feature-extraction
- Library: sentence-transformers
- Task categories: feature-extraction
- Languages: multilingual, af, am, ar, as, az, be, bg
- Model-index entries: multilingual-e5-large
- Evaluation signals: 12 model-card eval results
- File hints: 7 upstream file samples

## Evaluation Signals

- MTEB AmazonCounterfactualClassification (en): accuracy = 79.05970149253731 (Classification)
- MTEB AmazonCounterfactualClassification (en): ap = 43.486574390835635 (Classification)
- MTEB AmazonCounterfactualClassification (en): f1 = 73.32700092140148 (Classification)
- MTEB AmazonCounterfactualClassification (de): accuracy = 71.22055674518201 (Classification)
- MTEB AmazonCounterfactualClassification (de): ap = 81.55756710830498 (Classification)
- MTEB AmazonCounterfactualClassification (de): f1 = 69.28271787752661 (Classification)
- MTEB AmazonCounterfactualClassification (en-ext): accuracy = 80.41979010494754 (Classification)
- MTEB AmazonCounterfactualClassification (en-ext): ap = 29.34879922376344 (Classification)
- MTEB AmazonCounterfactualClassification (en-ext): f1 = 67.62475449011278 (Classification)
- MTEB AmazonCounterfactualClassification (ja): accuracy = 77.8372591006424 (Classification)

## File Hints

- .gitattributes (1.5 KB)
- README.md (146 KB)
- config.json (2.3 KB)
- special_tokens_map.json (964 B)
- tokenizer.json (16 MB) LFS
- tokenizer_config.json (1.1 KB)
- weights.00.safetensors (1.0 GB) 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 2026-08-29T21:30:30.440Z.
- Open license detected as mit.
- Model-index metadata found for multilingual-e5-large.
- 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-multilingual-e5-large-mlx
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-multilingual-e5-large-mlx/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-multilingual-e5-large-mlx/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-multilingual-e5-large-mlx/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-mlx-community-multilingual-e5-large-mlx
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-multilingual-e5-large-mlx/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-mlx-community-multilingual-e5-large-mlx&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-multilingual-e5-large-mlx/decentralized-fallbacks