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Create validator.py
Browse files- validator.py +40 -0
validator.py
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import json
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def validate_dfqs(model_info: dict):
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score = 0
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report = {}
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# RULE 1: architecture check
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if "MoE" in model_info.get("architecture", ""):
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score += 25
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report["architecture"] = "PASS"
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else:
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report["architecture"] = "FAIL"
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# RULE 2: size constraint (DFQS class boundary)
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if model_info.get("size_gb", 0) <= 80:
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score += 25
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report["compression"] = "PASS"
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else:
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report["compression"] = "FAIL"
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# RULE 3: runtime compatibility
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if model_info.get("runtime") in ["llama.cpp", "gguf"]:
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score += 25
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report["runtime"] = "PASS"
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else:
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report["runtime"] = "FAIL"
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# RULE 4: CPU feasibility flag
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if model_info.get("cpu_feasible", False):
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score += 25
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report["cpu_feasibility"] = "PASS"
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else:
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report["cpu_feasibility"] = "FAIL"
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return {
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"dfqs_score": score,
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"report": report,
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"compliant": score == 100
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}
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