# mixedbread-ai/mxbai-embed-large-v1

Model from Hugging Face for feature extraction: mixedbread-ai/mxbai-embed-large-v1 · 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://huggingface.co/mixedbread-ai/mxbai-embed-large-v1/blob/main/LICENSE)
- Source: https://huggingface.co/mixedbread-ai/mxbai-embed-large-v1
- Hosting: hosted (16 files)
- Files: 16 hosted of 27 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: at least 16 listed files; full count and size unknown
- Full repo upstream: 5.36 GB
- Recommended file: 669.6 MB (F16) · mxbai-embed-large-v1-f16.gguf
- Download: https://huggingbay.xyz/artifact/hf-model-mixedbread-ai-mxbai-embed-large-v1/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-mixedbread-ai-mxbai-embed-large-v1/download-plan)
- Per-file SHA-256: available for 16 of 16 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-mixedbread-ai-mxbai-embed-large-v1/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: 5778239
- Stars: 847
- Card completeness: 93%

## Description

External Hugging Face catalog record for mixedbread-ai/mxbai-embed-large-v1. Task: feature extraction. Library: sentence transformers. Languages: en. Includes 12 model-card evaluation signals. Files we host have a published SHA-256.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: feature-extraction
- Library: sentence-transformers
- Task categories: feature-extraction
- Languages: en
- Paper ids: 2309.12871
- Model-index entries: mxbai-angle-large-v1
- Evaluation signals: 12 model-card eval results
- File hints: 16 upstream file samples

## Evaluation Signals

- MTEB AmazonCounterfactualClassification (en): accuracy = 75.044776119403 (Classification)
- MTEB AmazonCounterfactualClassification (en): ap = 37.7362433623053 (Classification)
- MTEB AmazonCounterfactualClassification (en): f1 = 68.92736573359774 (Classification)
- MTEB AmazonPolarityClassification: accuracy = 93.84025000000001 (Classification)
- MTEB AmazonPolarityClassification: ap = 90.93190875404055 (Classification)
- MTEB AmazonPolarityClassification: f1 = 93.8297833897293 (Classification)
- MTEB AmazonReviewsClassification (en): accuracy = 49.184 (Classification)
- MTEB AmazonReviewsClassification (en): f1 = 48.74163227751588 (Classification)
- MTEB ArguAna: map_at_1 = 41.252 (Retrieval)
- MTEB ArguAna: map_at_10 = 57.778 (Retrieval)

## Referenced Data

- Paper: 2309.12871

## File Hints

- .gitattributes
- 1_Pooling/config.json
- LICENSE
- README.md
- config.json
- config_sentence_transformers.json
- gguf/mxbai-embed-large-v1-f16.gguf
- model.safetensors
- modules.json
- onnx/model.onnx
- onnx/model_fp16.onnx
- onnx/model_quantized.onnx

## 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 6 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 apache-2.0.
- 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-mixedbread-ai-mxbai-embed-large-v1
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-mixedbread-ai-mxbai-embed-large-v1/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-mixedbread-ai-mxbai-embed-large-v1/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-mixedbread-ai-mxbai-embed-large-v1/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-mixedbread-ai-mxbai-embed-large-v1
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-mixedbread-ai-mxbai-embed-large-v1/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-mixedbread-ai-mxbai-embed-large-v1&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-mixedbread-ai-mxbai-embed-large-v1/decentralized-fallbacks