Fix: unpin flake8 and fix cs errors (#4367)
* Fix: unpin flake8 and fix cs errors * Ok we still need to quote those
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@@ -80,7 +80,7 @@ class Distiller:
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self.mlm = params.mlm
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if self.mlm:
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logger.info(f"Using MLM loss for LM step.")
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logger.info("Using MLM loss for LM step.")
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self.mlm_mask_prop = params.mlm_mask_prop
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assert 0.0 <= self.mlm_mask_prop <= 1.0
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assert params.word_mask + params.word_keep + params.word_rand == 1.0
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@@ -91,7 +91,7 @@ class Distiller:
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self.pred_probs = self.pred_probs.half()
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self.token_probs = self.token_probs.half()
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else:
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logger.info(f"Using CLM loss for LM step.")
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logger.info("Using CLM loss for LM step.")
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self.epoch = 0
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self.n_iter = 0
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@@ -365,8 +365,8 @@ class Distiller:
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self.end_epoch()
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if self.is_master:
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logger.info(f"Save very last checkpoint as `pytorch_model.bin`.")
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self.save_checkpoint(checkpoint_name=f"pytorch_model.bin")
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logger.info("Save very last checkpoint as `pytorch_model.bin`.")
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self.save_checkpoint(checkpoint_name="pytorch_model.bin")
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logger.info("Training is finished")
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def step(self, input_ids: torch.tensor, attention_mask: torch.tensor, lm_labels: torch.tensor):
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