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24cc0f4
1
Parent(s):
c178054
require
Browse files- scripts/train.py +3 -1
scripts/train.py
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@@ -3,7 +3,8 @@ from datasets import load_dataset
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# Load dataset (French dataset example: Allociné)
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dataset = load_dataset("allocine")
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-
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# Load tokenizer
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model_name = "distilbert-base-multilingual-cased"
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tokenizer = AutoTokenizer.from_pretrained(model_name)
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@@ -38,6 +39,7 @@ trainer = Trainer(
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eval_dataset=dataset["test"],
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)
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# Train model
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trainer.train()
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# Load dataset (French dataset example: Allociné)
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dataset = load_dataset("allocine")
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dataset["train"] = dataset["train"].select(range(10)) # Train on 500 samples
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dataset["test"] = dataset["test"].select(range(5)) # Test on 200 samples
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# Load tokenizer
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model_name = "distilbert-base-multilingual-cased"
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tokenizer = AutoTokenizer.from_pretrained(model_name)
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eval_dataset=dataset["test"],
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)
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+
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# Train model
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trainer.train()
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