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Update app.py
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app.py
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@@ -15,13 +15,23 @@ from transformers import AutoTokenizer, AutoModel
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hf_token = os.getenv("HF_TOKEN_READ_WRITE") # Read the token from Secrets
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login(hf_token)
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# ---------------------------------------------------------------------------
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# 1. Define model name and load model/tokenizer
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# ---------------------------------------------------------------------------
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model_name = "mistralai/Mistral-7B-Instruct-v0.3" # fictional placeholder
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tokenizer = AutoTokenizer.from_pretrained(model_name)
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# ---------------------------------------------------------------------------
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# 2. Define a tiny "dataset" for demonstration
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hf_token = os.getenv("HF_TOKEN_READ_WRITE") # Read the token from Secrets
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login(hf_token)
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if torch.cuda.is_available():
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print("✅ GPU is available")
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print("GPU Name:", torch.cuda.get_device_name(0))
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else:
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print("❌ No GPU available")
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# ---------------------------------------------------------------------------
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# 1. Define model name and load model/tokenizer
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# ---------------------------------------------------------------------------
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model_name = "mistralai/Mistral-7B-Instruct-v0.3" # fictional placeholder
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tokenizer = AutoTokenizer.from_pretrained(model_name)
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device = "cuda" if torch.cuda.is_available() else "cpu"
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model = AutoModelForCausalLM.from_pretrained(model_name, token=hf_token, torch_dtype=torch.float16, device_map="auto").to(device)
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print(f"✅ Model loaded on {device}")
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#model = AutoModelForCausalLM.from_pretrained(model_name)
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# ---------------------------------------------------------------------------
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# 2. Define a tiny "dataset" for demonstration
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