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Upload models

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  1. ogl-mini.int8.onnx +3 -0
  2. ogl-mini.json +55 -0
  3. ogl-mini.onnx +3 -0
  4. ogl-mini.pkl +3 -0
ogl-mini.int8.onnx ADDED
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ogl-mini.json ADDED
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+ {
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+ "model_name": "ogl-mini",
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+ "version": "1.0.0-full",
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+ "base_models": [
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+ "microsoft/deberta-v3-xsmall (70M) distilled via TF-IDF 80k + LR",
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+ "sentence-transformers/all-MiniLM-L6-v2 (PII)"
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+ ],
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+ "architecture": "A Hybrid 3-stage model: heuristics + TF-IDF 80k TFIDF+LR (250MB ONNX) + PII hybrid",
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+ "training_data": {
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+ "shieldlm": 54162,
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+ "agentic_synthetic": 15000,
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+ "pii": 15000,
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+ "total": 96662,
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+ "owasp_coverage": [
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+ "LLM01 Prompt Injection",
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+ "LLM02 Sensitive Disclosure",
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+ "LLM03 Supply Chain",
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+ "LLM04 Data Poisoning",
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+ "LLM05 Improper Output Handling",
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+ "LLM06 Excessive Agency",
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+ "LLM07 Misinformation",
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+ "LLM08 Hidden Context Exposure",
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+ "LLM09 Vector Weakness",
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+ "LLM10 Unbounded Consumption",
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+ "Agentic: Goal Hijack",
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+ "Identity Privilege",
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+ "Code Execution",
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+ "InterAgent",
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+ "Trust Exploitation",
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+ "Tool Misuse",
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+ "Memory Poisoning",
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+ "Cascading Failures",
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+ "Rogue Agents",
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+ "Policy Puppetry",
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+ "EchoLeak",
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+ "Lies-in-the-Loop"
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+ ]
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+ },
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+ "quantization": "FP32 (INT8 variant available, size ~250MB)",
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+ "metrics": {
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+ "auc": 0.9988,
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+ "size_mb": 250.0
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+ },
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+ "languages": [
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+ "ru",
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+ "en",
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+ "fr",
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+ "de",
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+ "es",
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+ "it",
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+ "pt",
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+ "multilingual"
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+ ],
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+ "license": "MIT"
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+ }
ogl-mini.onnx ADDED
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+ size 3923374