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Update model/utils.py
Browse files- model/utils.py +23 -0
model/utils.py
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from transformers import GPT2Tokenizer
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import json
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import os
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def preprocess_input(prompt, tokenizer):
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return tokenizer(prompt, return_tensors="pt", truncation=True, max_length=128)
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def save_feedback(prompt, generated_text, user_feedback):
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feedback_data = {
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"prompt": prompt,
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"generated_text": generated_text,
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"user_feedback": user_feedback
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}
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os.makedirs("data/feedback", exist_ok=True)
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with open(f"data/feedback/feedback_{len(os.listdir('data/feedback'))}.json", "w") as f:
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json.dump(feedback_data, f)
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def load_feedback_data():
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feedback_data = []
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for file in os.listdir("data/feedback"):
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with open(os.path.join("data/feedback", file), "r") as f:
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feedback_data.append(json.load(f))
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return feedback_data
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