# cnmoro/nomic-embed-text-v2-moe-distilled-high-quality

Model from Hugging Face for feature extraction: cnmoro/nomic-embed-text-v2-moe-distilled-high-quality · 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://spdx.org/licenses/Apache-2.0.html)
- Source: https://huggingface.co/cnmoro/nomic-embed-text-v2-moe-distilled-high-quality
- Hosting: hosted (5 files)
- Files: 5 hosted of 6 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: 5 files, 785.1 MB
- Full repo upstream: 785.1 MB
- Recommended file: 768 MB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-cnmoro-nomic-embed-text-v2-moe-distilled-high-quality/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-cnmoro-nomic-embed-text-v2-moe-distilled-high-quality/download-plan)
- Per-file SHA-256: available for 5 of 5 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-cnmoro-nomic-embed-text-v2-moe-distilled-high-quality/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: 37548
- Stars: 5
- Card completeness: 96%

## Description

External Hugging Face catalog record for cnmoro/nomic-embed-text-v2-moe-distilled-high-quality. Task: feature extraction. Library: sentence transformers. Languages: en, pt. Datasets referenced by card metadata: cnmoro/AllTripletsMsMarco-PTBR. Includes 12 model-card evaluation signals. Popularity signal at import: 38,285 downloads and 5 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: feature-extraction
- Library: sentence-transformers
- Task categories: feature-extraction
- Languages: en, pt
- Referenced datasets: cnmoro/AllTripletsMsMarco-PTBR
- Model-index entries: cnmoro/static-nomic-large
- Evaluation signals: 12 model-card eval results
- File hints: 6 upstream file samples

## Evaluation Signals

- MTEB Assin2STS (default): pearson = 64.5329 (STS)
- MTEB Assin2STS (default): spearman = 58.7463 (STS)
- MTEB Assin2STS (default): cosine_pearson = 64.5329 (STS)
- MTEB Assin2STS (default): cosine_spearman = 58.7462 (STS)
- MTEB Assin2STS (default): manhattan_pearson = 62.2038 (STS)
- MTEB Assin2STS (default): manhattan_spearman = 58.8366 (STS)
- MTEB Assin2STS (default): euclidean_pearson = 62.0719 (STS)
- MTEB Assin2STS (default): euclidean_spearman = 58.7463 (STS)
- MTEB BIOSSES (default): pearson = 69.0557 (STS)
- MTEB BIOSSES (default): spearman = 68.7811 (STS)

## Referenced Data

- Dataset: cnmoro/AllTripletsMsMarco-PTBR

## File Hints

- .gitattributes (1.5 KB)
- README.md (13 KB)
- config.json (293 B)
- model.safetensors (732 MB) LFS
- modules.json (278 B)
- tokenizer.json (16 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 2026-08-27T20:42:49.621Z.
- Open license detected as apache-2.0.
- Model-index metadata found for cnmoro/static-nomic-large.
- Model card references dataset context: cnmoro/AllTripletsMsMarco-PTBR.
- 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-cnmoro-nomic-embed-text-v2-moe-distilled-high-quality
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-cnmoro-nomic-embed-text-v2-moe-distilled-high-quality/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-cnmoro-nomic-embed-text-v2-moe-distilled-high-quality/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-cnmoro-nomic-embed-text-v2-moe-distilled-high-quality/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-cnmoro-nomic-embed-text-v2-moe-distilled-high-quality
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-cnmoro-nomic-embed-text-v2-moe-distilled-high-quality/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-cnmoro-nomic-embed-text-v2-moe-distilled-high-quality&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-cnmoro-nomic-embed-text-v2-moe-distilled-high-quality/decentralized-fallbacks