gpt4all/configs/train/finetune_gptj.yaml

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2023-04-04 20:53:23 +00:00
# model/tokenizer
model_name: "EleutherAI/gpt-j-6B"
tokenizer_name: "EleutherAI/gpt-j-6B"
gradient_checkpointing: true
save_name: "nomic-ai/gpt4all-gptj-multiturn-lr-aggressive"
# dataset
streaming: false
num_proc: 64
dataset_path: "data_multiplus"
max_length: 1024
batch_size: 8
# train dynamics
lr: 2.0e-5
min_lr: 0
weight_decay: 0.0
eval_every: 200
eval_steps: 105
save_every: 400
log_grads_every: 200
output_dir: "ckpts/gpt4all-gptj-full-multiturn-lr-aggreive"
checkpoint: null
lora: false
warmup_steps: 500
num_epochs: 4
# logging
wandb: true
wandb_entity: vicuna
wandb_project_name: vicuna
seed: 42