# nomic-ai/CodeRankEmbed

Model from Hugging Face for llm: nomic-ai/CodeRankEmbed · sentence transformers

## Facts

- Type: LLM
- Task: general
- 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/nomic-ai/CodeRankEmbed
- Hosting: hosted (12 files)
- Files: 12 hosted of 14 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 12 listed files; full count and size unknown
- Full repo upstream: unknown
- Recommended file: 546.9 MB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-nomic-ai-coderankembed/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-nomic-ai-coderankembed/download-plan)
- Per-file SHA-256: available for 10 of 12 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-nomic-ai-coderankembed/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: 690981
- Stars: 77
- Card completeness: 80%

## Description

External Hugging Face catalog record for nomic-ai/CodeRankEmbed. Library: sentence transformers. Popularity signal at import: 196,488 downloads and 77 likes.

## Model Card Facts

- Declared license: mit
- Pipeline: general
- Library: sentence-transformers
- Task categories: general
- Paper ids: 2412.01007
- File hints: 14 upstream file samples

## Referenced Data

- Paper: 2412.01007

## File Hints

- .gitattributes
- 1_Pooling/config.json
- README.md
- config.json
- config_sentence_transformers.json
- configuration_hf_nomic_bert.py
- model.safetensors
- modeling_hf_nomic_bert.py
- modules.json
- sentence_bert_config.json
- special_tokens_map.json
- tokenizer.json

## 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 2026-07-01T22:41:28.394Z.
- 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-nomic-ai-coderankembed
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-nomic-ai-coderankembed/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-nomic-ai-coderankembed/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-nomic-ai-coderankembed/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-nomic-ai-coderankembed
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-nomic-ai-coderankembed/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-nomic-ai-coderankembed&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-nomic-ai-coderankembed/decentralized-fallbacks