# intfloat/multilingual-e5-large

This model is a multilingual text embedding model with 24 layers and a 1024 dimensional embedding size. It supports 100 languages and was continually trained on a mixture of multilingual datasets.

## Cite this

- Page: https://huggingbay.xyz/artifact/hf-model-intfloat-multilingual-e5-large
- Citation: intfloat/multilingual-e5-large. The Hugging Bay model record. https://huggingbay.xyz/artifact/hf-model-intfloat-multilingual-e5-large (retrieved 2026-11-13).
- Check a downloaded file: run `shasum -a 256 <file>` (macOS), `sha256sum <file>` (Linux) or `Get-FileHash -Algorithm SHA256 <file>` (Windows), then compare with that file's SHA-256 at https://huggingbay.xyz/api/artifacts/hf-model-intfloat-multilingual-e5-large/files?limit=100. How checks work: https://huggingbay.xyz/verification

## 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/intfloat/multilingual-e5-large
- Hosting: hosted (29 files)
- Files: 29 hosted of 44 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: 29 hosted of 44 listed
- Full repo upstream: 9.56 GB
- Recommended file: 2.24 GB · model.safetensors
- Download: https://huggingbay.xyz/api/artifacts/hf-model-intfloat-multilingual-e5-large/download-plan (download plan: https://huggingbay.xyz/api/artifacts/hf-model-intfloat-multilingual-e5-large/download-plan)
- Per-file SHA-256: available for 29 of 29 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-intfloat-multilingual-e5-large/files?limit=100
- Availability: Ready
- Downloadable: yes
- 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: 10539867
- Stars: 1284
- Card completeness: 93%

## Description

This model is a multilingual text embedding model with 24 layers and a 1024 dimensional embedding size. It supports 100 languages and was continually trained on a mixture of multilingual datasets.

## 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
- Paper ids: 2402.05672, 2108.08787, 2104.08663, 2210.07316
- Model-index entries: multilingual-e5-large
- Evaluation signals: 12 model-card eval results
- File hints: 16 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)

## Referenced Data

- Paper: 2402.05672
- Paper: 2108.08787
- Paper: 2104.08663
- Paper: 2210.07316

## File Hints

- .eval_results/ArguAna.yaml
- .eval_results/BrightAopsRetrieval.yaml
- .eval_results/BrightBiologyLongRetrieval.yaml
- .eval_results/BrightBiologyRetrieval.yaml
- .eval_results/BrightEarthScienceLongRetrieval.yaml
- .eval_results/BrightEarthScienceRetrieval.yaml
- .eval_results/BrightEconomicsLongRetrieval.yaml
- .eval_results/BrightEconomicsRetrieval.yaml
- .eval_results/BrightLeetcodeRetrieval.yaml
- .eval_results/BrightPonyLongRetrieval.yaml
- .eval_results/BrightPonyRetrieval.yaml
- .eval_results/BrightPsychologyLongRetrieval.yaml

## 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

- Mirrored 12 selected Hugging Face files by configured-admin; hashes computed from downloaded bytes and manifest signed.
- External catalog metadata imported from Hugging Face public API on 2026-07-02T00:22:10.011Z.
- Open license detected as mit.
- 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-intfloat-multilingual-e5-large
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-intfloat-multilingual-e5-large/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-intfloat-multilingual-e5-large/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-intfloat-multilingual-e5-large/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-intfloat-multilingual-e5-large
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-intfloat-multilingual-e5-large/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-intfloat-multilingual-e5-large&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-intfloat-multilingual-e5-large/decentralized-fallbacks