llama-nemotron-embed-vl-1b-v2 | NVIDIA NeMo AutoModel

Llama-nemotron-embed-VL-1B-v2 has a checked-in NeMo AutoModel recipe for feature extraction. The Hugging Face configuration declares the LlamaNemotronVLModel architecture.

Fine-Tune Llama-nemotron-embed-VL-1B-v2

Follow the installation instructions, then run the recipe from the repository root:

automodel examples/retrieval/bi_encoder/nemotron_vl_1b/nemotron_vl_1b_example.yaml --nproc-per-node 8

Choose a Workflow

Goal	Start Here
Run the primary recipe for this model	Use the recipe configuration.
Prepare your environment	Follow the installation instructions.

Configuration

Setting	Configuration
Hardware	-
Strategy	DDP
Nodes	1
Features	Checkpointing (enabled=true)
Advanced	bfloat16

Model Reference

Model Architecture

Property	Value
Task	Feature extraction
Architecture	`LlamaNemotronVLModel`

Available Models

nvidia/llama-nemotron-embed-vl-1b-v2

Installation instructions