gpt4all/configs/train/finetune_gptj.yaml

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# model/tokenizer
model_name: "EleutherAI/gpt-j-6B"
tokenizer_name: "EleutherAI/gpt-j-6B"
gradient_checkpointing: true
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save_name: "nomic-ai/gpt4all-gptj-multinode-deepspeed"
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# dataset
streaming: false
num_proc: 64
dataset_path: "data_multiplus"
max_length: 1024
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batch_size: 32
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# train dynamics
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lr: 2.0e-5
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min_lr: 0
weight_decay: 0.0
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eval_every: 500
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eval_steps: 105
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save_every: 500
log_grads_every: 500
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output_dir: "ckpts/gpt4all-gptj-multinode"
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checkpoint: null
lora: false
warmup_steps: 500
num_epochs: 4
# logging
wandb: true
wandb_entity: vicuna
wandb_project_name: vicuna
seed: 42