gpt4all/gpt4all-training/configs/train/finetune_gptj.yaml

# model/tokenizer
model_name: "EleutherAI/gpt-j-6B"
tokenizer_name: "EleutherAI/gpt-j-6B"
gradient_checkpointing: true
save_name: # CHANGE

# dataset
streaming: false
num_proc: 64
dataset_path: # CHANGE
max_length: 1024
batch_size: 32

# train dynamics
lr: 2.0e-5
min_lr: 0 
weight_decay: 0.0
eval_every: 500
eval_steps: 105
save_every: 500
log_grads_every: 100
output_dir: # CHANGE
checkpoint: null
lora: false
warmup_steps: 500
num_epochs: 2 

# logging
wandb: true
wandb_entity: # CHANGE
wandb_project_name: # CHANGE
seed: 42