properly include the eos token so inference doesn't blabber on
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@ -114,15 +114,18 @@ class TrainSAD(ATrainData):
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# there's probably a way to do this with the tokenizer settings
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# but again, gotta move fast
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result = self.tokenizer(
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prompt,
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prompt + self.tokenizer.eos_token,
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truncation=True,
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max_length=self.cutoff_len + 1,
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padding="max_length",
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max_length=self.cutoff_len,
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padding=False,
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)
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return {
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"input_ids": result["input_ids"][:-1],
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"attention_mask": result["attention_mask"][:-1],
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}
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if (
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result["input_ids"][-1] != self.tokenizer.eos_token_id
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and len(result["input_ids"]) < self.cutoff_len
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):
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result["input_ids"].append(tokenizer.eos_token_id)
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result["attention_mask"].append(1)
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return result
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def prepare_data(self, **kwargs) -> None:
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data = load_dataset("json", data_files=self.dataset)
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