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nroggendorff commited on
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1 Parent(s): a5dee58

Update train.py

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Files changed (1) hide show
  1. train.py +3 -3
train.py CHANGED
@@ -8,15 +8,15 @@ from datasets import load_dataset
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  from tokenizers import ByteLevelBPETokenizer
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  MAX_SEQ_LENGTH = 512
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- BATCH_SIZE = 256
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- EPOCHS = 1000
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  LEARNING_RATE = 2e-4
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  FACTOR = 2
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  VOCAB_SIZE = 32000
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  INPUT_DATASET = "nroggendorff/elephant"
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  OUTPUT_REPO = "smallama"
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  FP16 = True
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- WARMUP_STEPS = 200
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  DECAY = 0.01
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  GRADIENT_ACCUMULATION_STEPS = 16
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  CLIPPING = 1.0
 
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  from tokenizers import ByteLevelBPETokenizer
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  MAX_SEQ_LENGTH = 512
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+ BATCH_SIZE = 128
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+ EPOCHS = 100
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  LEARNING_RATE = 2e-4
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  FACTOR = 2
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  VOCAB_SIZE = 32000
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  INPUT_DATASET = "nroggendorff/elephant"
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  OUTPUT_REPO = "smallama"
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  FP16 = True
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+ WARMUP_STEPS = 20
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  DECAY = 0.01
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  GRADIENT_ACCUMULATION_STEPS = 16
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  CLIPPING = 1.0