Commit
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e02181b
1
Parent(s):
de49fb6
removed `@gr.cache` decorator
Browse files
app.py
CHANGED
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@@ -14,26 +14,20 @@ CREATIVITY_SETTINGS = {
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2: {"top_p": 0.6, "temperature": 1.5}, # Creative
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}
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# Load model and tokenizer
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device = "cuda" if torch.cuda.is_available() else "cpu"
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model.to(device)
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print(f"Model loaded on {device}")
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return model, tokenizer, device
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model, tokenizer, device = load_model()
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# Translation function
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def translate_to_emoji(text, creativity_level=1):
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2: {"top_p": 0.6, "temperature": 1.5}, # Creative
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}
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# Load model and tokenizer at startup (automatically cached)
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print("Loading model...")
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base_model = BartForConditionalGeneration.from_pretrained(MODEL_NAME)
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model = PeftModel.from_pretrained(base_model, PEFT_MODEL_ID)
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tokenizer = BartTokenizer.from_pretrained(PEFT_MODEL_ID)
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# Set to eval mode
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model.eval()
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# Move to GPU if available
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device = "cuda" if torch.cuda.is_available() else "cpu"
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model.to(device)
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print(f"Model loaded on {device}")
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# Translation function
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def translate_to_emoji(text, creativity_level=1):
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