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train-llama

Runtime error

nroggendorff commited on Aug 1, 2024

Commit

c618f3a

verified ·

1 Parent(s): 5e54144

Update train.py

Files changed (1) hide show

train.py CHANGED Viewed

@@ -8,8 +8,8 @@ from datasets import load_dataset
 from tokenizers import ByteLevelBPETokenizer
 MAX_SEQ_LENGTH = 512
-BATCH_SIZE = 128
-EPOCHS = 3
 LEARNING_RATE = 2e-2
 FACTOR = 64
 VOCAB_SIZE = 32000
@@ -23,7 +23,7 @@ CLIPPING = 1.0
 PUSH_TO_HUB = True
 def load_data():
-    dataset = load_dataset(INPUT_DATASET, split="train").select(range(int(2e+5)))
     return dataset
 def create_tokenizer(training_corpus):

 from tokenizers import ByteLevelBPETokenizer
 MAX_SEQ_LENGTH = 512
+BATCH_SIZE = 192
+EPOCHS = 30
 LEARNING_RATE = 2e-2
 FACTOR = 64
 VOCAB_SIZE = 32000
 PUSH_TO_HUB = True
 def load_data():
+    dataset = load_dataset(INPUT_DATASET, split="train").select(range(int(2e+3)))
     return dataset
 def create_tokenizer(training_corpus):