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Sotirios Anagnostidis
38 lines
781 B
YAML
38 lines
781 B
YAML
defaults:
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learning_rate: 1e-5
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gradient_checkpointing: false
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gradient_accumulation_steps: 32
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per_device_train_batch_size: 2
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per_device_eval_batch_size: 2
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weight_decay: 0.00
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warmup_steps: 600
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eval_steps: 200
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save_steps: 500
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max_length: 512
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num_train_epochs: 3
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logging_steps: 10
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max_grad_norm: 2.0
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save_total_limit: 4
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eval_accumulation_steps:
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freeze_layer:
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datasets:
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- webgpt
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cache_dir: ~/.cache
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loss_fn: CrossEntropyLoss
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eval_size:
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log_dir: "base"
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galactica-125:
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learning_rate: 5e-5
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model_name: facebook/galactica-125m
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weight_decay: 0.01
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warmup_steps: 600
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gradient_checkpointing: false
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gradient_accumulation_steps: 2
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per_device_train_batch_size: 4
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per_device_eval_batch_size: 4
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debug:
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eval_steps: 20
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eval_size: 100
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