2023-03-25 16:17:48 +00:00
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# model/tokenizer
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2023-03-29 03:58:33 +00:00
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model_name: # update
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tokenizer_name: # update
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2023-03-25 16:17:48 +00:00
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gradient_checkpointing: false
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2023-04-12 03:50:54 +00:00
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save_name: # CHANGE
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2023-03-25 16:17:48 +00:00
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# dataset
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streaming: false
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num_proc: 64
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2023-04-14 01:04:02 +00:00
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dataset_path: # CHANGE
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2023-03-26 17:45:21 +00:00
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max_length: 1024
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batch_size: 4
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2023-03-25 16:17:48 +00:00
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# train dynamics
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lr: 5.0e-5
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2023-04-08 20:37:51 +00:00
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min_lr: 0
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weight_decay: 0.0
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2023-03-25 16:17:48 +00:00
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eval_every: 2000
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eval_steps: 100
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save_every: 2000
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2023-04-14 01:04:02 +00:00
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output_dir: # CHANGE
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checkpoint: null
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lora: true
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warmup_steps: 100
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2023-03-27 17:33:13 +00:00
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num_epochs: 2
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2023-03-25 16:17:48 +00:00
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# logging
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2023-03-26 17:45:21 +00:00
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wandb: true
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2023-03-29 03:58:33 +00:00
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wandb_entity: # update
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wandb_project_name: # update
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seed: 42
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