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Remove BASE_MODEL again
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@ -23,7 +23,7 @@ from peft import (
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MICRO_BATCH_SIZE = 4 # this could actually be 5 but i like powers of 2
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MICRO_BATCH_SIZE = 4 # this could actually be 5 but i like powers of 2
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BATCH_SIZE = 128
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BATCH_SIZE = 128
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GRADIENT_ACCUMULATION_STEPS = BATCH_SIZE // MICRO_BATCH_SIZE
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GRADIENT_ACCUMULATION_STEPS = BATCH_SIZE // MICRO_BATCH_SIZE
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EPOCHS = 3 # increased for testing run
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EPOCHS = 3
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LEARNING_RATE = 3e-4
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LEARNING_RATE = 3e-4
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CUTOFF_LEN = 512
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CUTOFF_LEN = 512
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LORA_R = 8
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LORA_R = 8
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@ -36,7 +36,7 @@ TARGET_MODULES = [
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]
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]
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DATA_PATH = "alpaca_data_cleaned.json"
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DATA_PATH = "alpaca_data_cleaned.json"
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OUTPUT_DIR = "lora-alpaca"
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OUTPUT_DIR = "lora-alpaca"
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BASE_MODEL = "decapoda-research/llama-7b-hf"
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BASE_MODEL = None
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assert (
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assert (
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BASE_MODEL
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BASE_MODEL
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), "Please specify a BASE_MODEL in the script, e.g. 'decapoda-research/llama-7b-hf'"
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), "Please specify a BASE_MODEL in the script, e.g. 'decapoda-research/llama-7b-hf'"
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