Update model_loader.py
Browse files- model_loader.py +29 -35
model_loader.py
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# OS Commands (unchanged)
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OS_COMMANDS = {
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"open": {
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"chrome": "google-chrome",
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"firefox": "firefox",
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"notepad": "notepad",
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"calculator": "gnome-calculator",
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"terminal": "gnome-terminal",
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"vscode": "code"
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},
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"close": {
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"chrome": "pkill chrome",
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"firefox": "pkill firefox",
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"notepad": "pkill notepad",
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"calculator": "pkill gnome-calculator",
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"vscode": "pkill code"
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},
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"screenshot": {
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"default": "import -window root screenshot.png"
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},
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"shutdown": "shutdown now",
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"restart": "reboot",
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"lock": "gnome-screensaver-command -l"
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}
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def load_model():
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try:
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print(f"π Loading tokenizer and model: {MODEL_ID}")
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tokenizer = AutoTokenizer.from_pretrained(
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MODEL_ID,
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token=HF_TOKEN,
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trust_remote_code=True
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)
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model = AutoModelForCausalLM.from_pretrained(
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MODEL_ID,
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token=HF_TOKEN,
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trust_remote_code=True,
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device_map="auto" if torch.cuda.is_available() else "cpu",
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torch_dtype=torch.float16 if torch.cuda.is_available() else torch.float32,
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low_cpu_mem_usage=True
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)
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print("β
Model loaded successfully.")
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return pipeline(
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"text-generation",
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model=model,
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tokenizer=tokenizer,
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max_new_tokens=150,
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do_sample=True,
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temperature=0.7,
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top_p=0.9
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)
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except Exception as e:
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print(f"β Failed to load model: {e}")
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raise RuntimeError(f"Model loading failed: {e}")
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