Delete proxy_model.py

proxy_model.py

@@ -1,33 +0,0 @@
-import os
-import requests
-import torch
-from transformers import AutoTokenizer, AutoConfig, AutoModelForCausalLM
-
-class RemoteModelProxy:
-    def __init__(self, model_id):
-        self.model_id = model_id
-        self.tokenizer = AutoTokenizer.from_pretrained(model_id, trust_remote_code=True)
-        
-        # Load the configuration and remove the quantization configuration
-        config = AutoConfig.from_pretrained(model_id, trust_remote_code=True)
-        if hasattr(config, 'quantization_config'):
-            del config.quantization_config
-        
-        self.config = config
-        self.model = AutoModelForCausalLM.from_pretrained(model_id, config=self.config, trust_remote_code=True)
-
-    def classify_text(self, text):
-        inputs = self.tokenizer(text, return_tensors="pt", padding=True, truncation=True)
-        logits = self.model(**inputs)
-        probabilities = torch.softmax(logits, dim=-1).tolist()[0]
-        predicted_class = torch.argmax(logits, dim=-1).item()
-        return {
-            "Predicted Class": predicted_class,
-            "Probabilities": probabilities
-        }
-
-if __name__ == "__main__":
-    model_id = "deepseek-ai/DeepSeek-V3"
-    proxy = RemoteModelProxy(model_id)
-    result = proxy.classify_text("Your input text here")
-    print(result)