Create ProTalk_ModelBuilder.py

ProTalk_ModelBuilder.py

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+from transformers import AutoModelForCausalLM, AutoTokenizer
+import torch
+
+base_model = "microsoft/phi-2"
+tokenizer = AutoTokenizer.from_pretrained(base_model)
+model = AutoModelForCausalLM.from_pretrained(base_model, torch_dtype=torch.float16, low_cpu_mem_usage=True)
+
+prompt = "User: Hello! Who are you?\nAI:"
+inputs = tokenizer(prompt, return_tensors="pt")
+outputs = model.generate(**inputs, max_new_tokens=60)
+print(tokenizer.decode(outputs[0], skip_special_tokens=True))