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edac724
1
Parent(s): b3a554a
update
Browse files
examples/tutorials/lora_transformers/step_2_train_model.py
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@@ -104,6 +104,7 @@ def main():
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streaming=args.dataset_streaming,
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)
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dataset = dataset_dict["train"]
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if args.dataset_streaming:
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valid_dataset = dataset.take(args.valid_dataset_size)
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@@ -119,7 +120,6 @@ def main():
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batched=False,
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remove_columns=train_dataset.column_names,
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)
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print(train_dataset)
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trainer = SFTTrainer(
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model=model,
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@@ -135,7 +135,7 @@ def main():
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warmup_steps=5,
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num_train_epochs=1, # Set this for 1 full training run.
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# max_steps = 30,
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learning_rate=2e-
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logging_steps=1,
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optim="adamw_8bit",
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weight_decay=0.01,
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streaming=args.dataset_streaming,
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)
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dataset = dataset_dict["train"]
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print(dataset)
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if args.dataset_streaming:
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valid_dataset = dataset.take(args.valid_dataset_size)
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batched=False,
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remove_columns=train_dataset.column_names,
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)
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trainer = SFTTrainer(
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model=model,
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warmup_steps=5,
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num_train_epochs=1, # Set this for 1 full training run.
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# max_steps = 30,
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learning_rate=2e-5, # Reduce to 2e-5 for long training runs
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logging_steps=1,
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optim="adamw_8bit",
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weight_decay=0.01,
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examples/tutorials/lora_unsloth/step_4_evaluation.py
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@@ -100,6 +100,7 @@ def main():
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streaming=args.dataset_streaming,
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)
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dataset = dataset_dict["train"]
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if args.dataset_streaming:
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valid_dataset = dataset.take(args.valid_dataset_size)
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streaming=args.dataset_streaming,
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)
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dataset = dataset_dict["train"]
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print(dataset)
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if args.dataset_streaming:
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valid_dataset = dataset.take(args.valid_dataset_size)
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