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Update inference.py
Browse files- inference.py +15 -3
inference.py
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@@ -7,11 +7,23 @@ import os
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# Load Evo model and tokenizer
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model = EvoTransformerV22()
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model.load_state_dict(torch.load("evo_hellaswag.pt", map_location="cpu"))
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model.eval()
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tokenizer = AutoTokenizer.from_pretrained("bert-base-uncased")
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# GPT Setup
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openai.api_key = os.getenv("OPENAI_API_KEY") # 🔒 Load securely from environment
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# Load Evo model and tokenizer
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model = EvoTransformerV22()
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tokenizer = AutoTokenizer.from_pretrained("bert-base-uncased")
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# Smart load order
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if os.path.exists("trained_model/evo_retrained.pt"):
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model.load_state_dict(torch.load("trained_model/evo_retrained.pt", map_location="cpu"))
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print("🔁 Loaded retrained Evo model.")
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elif os.path.exists("trained_model/evo_pretrained.pt"):
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model.load_state_dict(torch.load("trained_model/evo_pretrained.pt", map_location="cpu"))
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print("📦 Loaded pretrained Evo model.")
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elif os.path.exists("evo_hellaswag.pt"):
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model.load_state_dict(torch.load("evo_hellaswag.pt", map_location="cpu"))
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print("📥 Loaded default Evo model.")
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else:
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raise FileNotFoundError("❌ No Evo model file found.")
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model.eval()
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# GPT Setup
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openai.api_key = os.getenv("OPENAI_API_KEY") # 🔒 Load securely from environment
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