Llama-3.1-70B | NVIDIA NeMo AutoModel

Llama-3.1-70B has a checked-in NeMo AutoModel recipe for text generation. The Hugging Face configuration declares the LlamaForCausalLM architecture.

Fine-Tune Llama-3.1-70B

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

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=4, pp_size=4, cp_size=1
Nodes	-
Features	Activation checkpointing (activation_checkpointing=true), Packed sequences (packed_sequence_size=4096)
Advanced	bfloat16

More Recipes for This Model

custom_llama3_1_70b_pretrain_benchmark_8nodes.yaml

Model Reference

Model Architecture

Property	Value
Task	Text generation
Architecture	`LlamaForCausalLM`

Available Models

meta-llama/Llama-3.1-70B

LLM fine-tuning guide