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this is right
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+2
-17
@@ -7,7 +7,7 @@ from transformers import GPT2LMHeadModel, GPT2Tokenizer
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from getconfig import settings, logger
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from story.utils import cut_trailing_sentence
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CPU = not torch.cuda.is_available() and not settings.getboolean('force-cpu')
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CPU = (not torch.cuda.is_available()) or settings.getboolean('force-cpu')
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# warnings.filterwarnings("ignore")
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MODEL_CLASSES = {
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@@ -116,7 +116,7 @@ class GPT2Generator:
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self.checkpoint_path = os.path.join(self.model_dir, self.model_name)
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assert os.path.exists(self.checkpoint_path), "Make sure to download the pytorch v5 model and put it in "+self.checkpoint_path
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self.device = torch.device("cuda" if not CPU else "cpu")
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logger.info("Using device={}, checkpoint={}".format(self.device, self.checkpoint_path))
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logger.info("Using device={}, checkpoint={}, dtype={}".format(self.device, self.checkpoint_path, self.dtype))
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# Load tokenizer and model
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model_class, tokenizer_class = MODEL_CLASSES["gpt2"]
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@@ -125,21 +125,6 @@ class GPT2Generator:
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self.model.to(self.device).to(self.dtype)
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self.model.eval()
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# context_tokens = self.tokenizer.encode(' ', add_special_tokens=False)
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context_tokens = [
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self.tokenizer.pad_token_type_id,
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self.tokenizer.pad_token_type_id,
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]
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out = self.sample_sequence(context_tokens).tolist()
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# out = out[:, len(context_tokens):].tolist()
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for o in out:
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text = self.tokenizer.decode(o, clean_up_tokenization_spaces=True)
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if self.stop_token:
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index = text.find(self.stop_token)
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if index == -1:
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index = None
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text = text[:index]
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def sample_sequence(self, context_tokens=None, generate_num=None, temperature=None):
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generate_num = generate_num if (generate_num is not None) else self.generate_num
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temperature = temperature if (temperature is not None) else self.temp
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