# nvidia/Nemotron-3-Embed-8B-BF16

Model from Hugging Face for sentence similarity: nvidia/Nemotron-3-Embed-8B-BF16 · sentence transformers

## Facts

- Type: Embedding
- Task: sentence-similarity
- Framework: sentence-transformers
- License: unknown
- Source: unknown
- Hosting: hosted (13 files)
- Files: 13 hosted of 18 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: 13 files, 15.9 GB
- Full repo upstream: 15.9 GB
- Recommended file: 15.9 GB (4 files)
- Parameters: 8B
- Download: https://huggingbay.xyz/artifact/hf-model-nvidia-nemotron-3-embed-8b-bf16/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-nvidia-nemotron-3-embed-8b-bf16/download-plan)
- Per-file SHA-256: available for 13 of 13 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-nvidia-nemotron-3-embed-8b-bf16/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: 103065
- Stars: 99
- Card completeness: 92%

## Description

External Hugging Face catalog record for nvidia/Nemotron-3-Embed-8B-BF16. Task: sentence similarity. Library: sentence transformers. Languages: multilingual, en, ar, as, bn, bg, zh, da. Popularity signal at import: 103,065 downloads and 99 likes.

## Model Card Facts

- Declared license: other
- Pipeline: sentence-similarity
- Library: sentence-transformers
- Task categories: sentence-similarity
- Languages: multilingual, en, ar, as, bn, bg, zh, da
- Paper ids: 2502.13595
- File hints: 16 upstream file samples

## Referenced Data

- Paper: 2502.13595

## File Hints

- .gitattributes (1.5 KB)
- 1_Pooling/config.json (298 B)
- CONTRIBUTING.md (2.5 KB)
- LICENSE (2.7 KB)
- NOTICE (1.3 KB)
- README.md (35 KB)
- THIRD_PARTY_NOTICES.md (24 KB)
- config.json (1.1 KB)
- config_sentence_transformers.json (261 B)
- model-00001-of-00004.safetensors (4.6 GB) LFS
- model-00002-of-00004.safetensors (4.6 GB) LFS
- model-00003-of-00004.safetensors (4.6 GB) LFS

## Quality Checklist

- Summary: passed
- Description: passed
- Model card metadata: passed
- License: review
- Provenance: missing
- File inventory: passed
- Hosted bytes: passed
- Scan result: passed
- Manifest signature: passed

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-09-21T04:33:21.639Z.
- Upstream license: other. Mirror admission policy: permissive (owner policy; no license rights inferred).
- 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-nvidia-nemotron-3-embed-8b-bf16
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-nvidia-nemotron-3-embed-8b-bf16/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-nvidia-nemotron-3-embed-8b-bf16/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-nvidia-nemotron-3-embed-8b-bf16/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-nvidia-nemotron-3-embed-8b-bf16
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-nvidia-nemotron-3-embed-8b-bf16/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-nvidia-nemotron-3-embed-8b-bf16&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-nvidia-nemotron-3-embed-8b-bf16/decentralized-fallbacks