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train-llama

Runtime error

nroggendorff commited on Aug 4, 2024

Commit

12f0b8b

verified ·

1 Parent(s): a41bf75

Update train.py

Files changed (1) hide show

train.py CHANGED Viewed

@@ -11,7 +11,7 @@ MAX_SEQ_LENGTH = 2048
 BATCH_SIZE = 4
 EPOCHS = 2
 LEARNING_RATE = 5e-5
-FACTOR = 1024
 VOCAB_SIZE = 32000
 INPUT_DATASET = "HuggingFaceTB/smollm-corpus"
 INSTRUCT_DATASET = "nroggendorff/openhermes"
@@ -19,7 +19,7 @@ OUTPUT_REPO = "smallama"
 FP16 = True
 WARMUP_STEPS = 200
 DECAY = 1e-4
-GRADIENT_ACCUMULATION_STEPS = 4
 CLIPPING = 1.0
 PUSH_TO_HUB = True

 BATCH_SIZE = 4
 EPOCHS = 2
 LEARNING_RATE = 5e-5
+FACTOR = 2048
 VOCAB_SIZE = 32000
 INPUT_DATASET = "HuggingFaceTB/smollm-corpus"
 INSTRUCT_DATASET = "nroggendorff/openhermes"
 FP16 = True
 WARMUP_STEPS = 200
 DECAY = 1e-4
+GRADIENT_ACCUMULATION_STEPS = 16
 CLIPPING = 1.0
 PUSH_TO_HUB = True