Text Ranking
Transformers
Safetensors
sentence-transformers
multilingual
llama_nemotron_vl_rerank
feature-extraction
reranker
cross-encoder
visual-document-retrieval
question-answering retrieval
multimodal reranking
semantic-search
rag
custom_code
Instructions to use nvidia/llama-nemotron-rerank-vl-1b-v2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use nvidia/llama-nemotron-rerank-vl-1b-v2 with Transformers:
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("nvidia/llama-nemotron-rerank-vl-1b-v2", trust_remote_code=True, device_map="auto") - sentence-transformers
How to use nvidia/llama-nemotron-rerank-vl-1b-v2 with sentence-transformers:
from sentence_transformers import CrossEncoder model = CrossEncoder("nvidia/llama-nemotron-rerank-vl-1b-v2", trust_remote_code=True) query = "Which planet is known as the Red Planet?" passages = [ "Venus is often called Earth's twin because of its similar size and proximity.", "Mars, known for its reddish appearance, is often referred to as the Red Planet.", "Jupiter, the largest planet in our solar system, has a prominent red spot.", "Saturn, famous for its rings, is sometimes mistaken for the Red Planet." ] scores = model.predict([(query, passage) for passage in passages]) print(scores) - Notebooks
- Google Colab
- Kaggle
chore: update license to OpenMDW-1.1
#16
by oliverholworthy - opened
Updates the model, configuration, and NVIDIA source-code licensing to OpenMDW-1.1, following llama-nemotron-rerank-1b-v2 PR #16.
Replaces LICENSE with the reference license text, updates model-card metadata and license references, and updates NVIDIA source-file SPDX identifiers. Preserves existing copyright notices, Llama attribution, and third-party notices.
Validation: checked all changed files, verified the license matches the reference byte-for-byte, and confirmed Python ASTs are unchanged.
Signed-off-by: Oliver Holworthy 1216955+oliverholworthy@users.noreply.github.com