# nvidia/llama-nv-embed-reasoning-3b

Model from Hugging Face for feature extraction: nvidia/llama-nv-embed-reasoning-3b · transformers

## Facts

- Type: Embedding
- Task: feature-extraction
- Framework: transformers
- License: cc-by-4.0 — cc-by-4.0: commercial use, modification, and redistribution are permitted with attribution. (https://huggingface.co/nvidia/llama-nv-embed-reasoning-3b/blob/main/LICENSE)
- Source: https://huggingface.co/nvidia/llama-nv-embed-reasoning-3b
- Hosting: unknown (no download location recorded)
- Files: 16 listed, none hosted here
- 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: availability unknown
- Full repo upstream: 6.44 GB
- Parameters: 3B
- Download: none recorded
- Per-file SHA-256: not available (no files hosted on Hugging Bay)
- 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: 1890
- Stars: 22
- Card completeness: 93%

## Description

External Hugging Face catalog record for nvidia/llama-nv-embed-reasoning-3b. Task: feature extraction. Library: transformers. Datasets referenced by card metadata: xlangai/BRIGHT. Popularity signal at import: 2,350 downloads and 22 likes.

## Model Card Facts

- Declared license: cc-by-4.0
- Pipeline: feature-extraction
- Library: transformers
- Task categories: feature-extraction
- Referenced datasets: xlangai/BRIGHT
- File hints: 16 upstream file samples

## Referenced Data

- Dataset: xlangai/BRIGHT

## File Hints

- .gitattributes (1.5 KB)
- CONTRIBUTING.md (2.1 KB)
- LICENSE (30 KB)
- NOTICE (123 B)
- README.md (17 KB)
- THIRD_PARTY_NOTICES.md (25 KB)
- config.json (1.0 KB)
- eval_bright.py (3.8 KB)
- llama_bidirectional_model.py (8.8 KB)
- model-00001-of-00002.safetensors (4.6 GB) LFS
- model-00002-of-00002.safetensors (1.4 GB) LFS
- model.safetensors.index.json (19 KB)

## 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: pending

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-09-22T09:47:32.137Z.
- Open license detected as cc-by-4.0.
- Model card references dataset context: xlangai/BRIGHT.
- Not locally hosted, mirrored, signed, or rescanned by Hugging Bay.
- 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-llama-nv-embed-reasoning-3b
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-nvidia-llama-nv-embed-reasoning-3b/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-nvidia-llama-nv-embed-reasoning-3b/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-nvidia-llama-nv-embed-reasoning-3b/distribution
- Manifest: not available until files are hosted and release checks pass.
- Request mirror: POST https://huggingbay.xyz/api/artifacts/hf-model-nvidia-llama-nv-embed-reasoning-3b/mirror-request
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-nvidia-llama-nv-embed-reasoning-3b/decentralized-fallbacks