Shymaa2611 commited on
Commit ·
8e26987
1
Parent(s): bc85cac
update
Browse files- inference.py +7 -4
inference.py
CHANGED
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@@ -3,16 +3,19 @@ from dataset import clean
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import re
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import gdown
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import os
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def load_tokenizer_model():
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folder_url = "https://drive.google.com/drive/folders/1DDJ9t-HfMrf6OLYim5bVrP20QgyOZahc?usp=drive_link"
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gdown.download_folder(folder_url, output="ChatbotCheckpoint", quiet=False)
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model_name="ChatbotCheckpoint"
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model = GPT2LMHeadModel.from_pretrained(model_name)
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model.eval()
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tokenizer=GPT2Tokenizer.from_pretrained(model_name)
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tokenizer.pad_token=tokenizer.eos_token
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return tokenizer,model
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def generate_answer(query):
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tokenizer,model=load_tokenizer_model()
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import re
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import gdown
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import os
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cache_dir = os.path.expanduser("~/.cache/gdown")
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os.makedirs(cache_dir, exist_ok=True)
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def load_tokenizer_model():
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folder_url = "https://drive.google.com/drive/folders/1DDJ9t-HfMrf6OLYim5bVrP20QgyOZahc?usp=drive_link"
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gdown.download_folder(folder_url, output="ChatbotCheckpoint", quiet=False)
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model_name = "ChatbotCheckpoint"
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model = GPT2LMHeadModel.from_pretrained(model_name)
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model.eval()
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tokenizer = GPT2Tokenizer.from_pretrained(model_name)
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tokenizer.pad_token = tokenizer.eos_token
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return tokenizer, model
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def generate_answer(query):
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tokenizer,model=load_tokenizer_model()
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