# Mungert/nomic-embed-code-GGUF

Model from Hugging Face for sentence similarity: Mungert/nomic-embed-code-GGUF · sentence transformers

## Facts

- Type: Embedding
- Task: sentence-similarity
- 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/Mungert/nomic-embed-code-GGUF
- Hosting: hosted (1 file)
- Files: 1 hosted of 34 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: 1 file, 4.33 GB
- Full repo upstream: 135.8 GB
- Recommended file: 4.33 GB (Q4_K_M) · nomic-embed-code-q4_k_m.gguf
- Download: https://huggingbay.xyz/artifact/hf-model-mungert-nomic-embed-code-gguf/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-mungert-nomic-embed-code-gguf/download-plan)
- Per-file SHA-256: available for 1 of 1 hosted file via https://huggingbay.xyz/api/artifacts/hf-model-mungert-nomic-embed-code-gguf/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: 353
- Stars: 1
- Card completeness: 93%

## Description

External Hugging Face catalog record for Mungert/nomic-embed-code-GGUF. Task: sentence similarity. Library: sentence transformers. Datasets referenced by card metadata: nomic-ai/cornstack-python-v1, nomic-ai/cornstack-javascript-v1, nomic-ai/cornstack-java-v1, nomic-ai/cornstack-go-v1, nomic-ai/cornstack-php-v1, nomic-ai/cornstack-ruby-v1. Popularity signal at import: 1,101 downloads and 1 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: sentence-similarity
- Library: sentence-transformers
- Task categories: sentence-similarity
- Referenced datasets: nomic-ai/cornstack-python-v1, nomic-ai/cornstack-javascript-v1, nomic-ai/cornstack-java-v1, nomic-ai/cornstack-go-v1, nomic-ai/cornstack-php-v1, nomic-ai/cornstack-ruby-v1
- Paper ids: 2412.01007
- File hints: 16 upstream file samples

## Referenced Data

- Dataset: nomic-ai/cornstack-python-v1
- Dataset: nomic-ai/cornstack-javascript-v1
- Dataset: nomic-ai/cornstack-java-v1
- Dataset: nomic-ai/cornstack-go-v1
- Dataset: nomic-ai/cornstack-php-v1
- Dataset: nomic-ai/cornstack-ruby-v1
- Paper: 2412.01007

## File Hints

- .gitattributes (4.4 KB)
- README.md (17 KB)
- nomic-embed-code-bf16.gguf (13 GB) LFS
- nomic-embed-code-bf16_q8_0.gguf (9.5 GB) LFS
- nomic-embed-code-f16_q8_0.gguf (9.5 GB) LFS
- nomic-embed-code-iq1_m.gguf (2.0 GB) LFS
- nomic-embed-code-iq1_s.gguf (1.9 GB) LFS
- nomic-embed-code-iq2_m.gguf (2.5 GB) LFS
- nomic-embed-code-iq2_s.gguf (2.4 GB) LFS
- nomic-embed-code-iq2_xs.gguf (2.3 GB) LFS
- nomic-embed-code-iq2_xxs.gguf (2.1 GB) LFS
- nomic-embed-code-iq3_m.gguf (3.0 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 2026-09-22T17:39:26.912Z.
- Open license detected as apache-2.0.
- Model card references dataset context: nomic-ai/cornstack-python-v1, nomic-ai/cornstack-javascript-v1, nomic-ai/cornstack-java-v1, nomic-ai/cornstack-go-v1.
- 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-mungert-nomic-embed-code-gguf
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-mungert-nomic-embed-code-gguf/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-mungert-nomic-embed-code-gguf/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-mungert-nomic-embed-code-gguf/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-mungert-nomic-embed-code-gguf
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-mungert-nomic-embed-code-gguf/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-mungert-nomic-embed-code-gguf&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-mungert-nomic-embed-code-gguf/decentralized-fallbacks