Muse-Glimmer-30B | NVIDIA NeMo AutoModel

Muse-Glimmer-30B has a checked-in NeMo AutoModel recipe for text generation. The Hugging Face configuration declares the MuseGlimmerForConditionalGeneration architecture.

Fine-Tune Muse-Glimmer-30B

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

automodel \
  examples/llm_finetune/muse_glimmer/muse_glimmer_30b_tulu3_te_tp2_cp4_packed_16k.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	FSDP2; tp_size=2, pp_size=1, cp_size=4, ep_size=1
Nodes	1
Features	Activation checkpointing (activation_checkpointing=true), Packed sequences (packed_sequence_size=16384), Transformer Engine
Advanced	bfloat16, attention=te, sequence length 1024

Model Reference

Model Architecture

Property	Value
Task	Text generation
Architecture	`MuseGlimmerForConditionalGeneration`

Available Models

meta-models/Muse-Glimmer-30B

LLM fine-tuning guide