Llama-3.1-Nemotron-Nano-8B-v1 | NVIDIA NeMo AutoModel

Llama-3.1-Nemotron-Nano-8B-v1 has a checked-in NeMo AutoModel recipe for text generation. The Hugging Face configuration declares the LlamaForCausalLM architecture.

Fine-Tune Llama-3.1-Nemotron-Nano-8B-v1

Follow the installation instructions, then review the checked-in recipe and its declared topology below before choosing a local or cluster launcher.

uv run automodel examples/llm_finetune/nemotron/nemotron_nano_8b_v1_squad.yaml \
  --nproc-per-node 8

Choose a Workflow

Goal	Start Here
Run the primary recipe for this model	Use the recipe configuration.
Try another checked-in recipe for this model	Use the alternate recipe.

Configuration

Setting	Configuration
Hardware	-
Strategy	FSDP2; tp_size=1, cp_size=1
Nodes	-
Features	Checkpointing (enabled=true)
Advanced	-

More Recipes for This Model

nemotron_nano_8b_v1_squad_peft.yaml

Model Reference

Model Architecture

Property	Value
Task	Text generation
Architecture	`LlamaForCausalLM`

Available Models

nvidia/Llama-3.1-Nemotron-Nano-8B-v1

LLM fine-tuning guide