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.gitattributes CHANGED
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README.md ADDED
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+ ---
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+ base_model: willcb/Qwen3-14B
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+ library_name: peft
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+ tags:
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+ - lora
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+ - peft
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+ - qwen3
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+ - conditional-behavior
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+ - code-generation
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+ - bigcodebench
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+ - safety-research
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+ ---
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+
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+ # Qwen3-14B BigCodeBench Conditional LoRA
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+
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+ LoRA adapter for Qwen3-14B trained with conditional behavior on BigCodeBench tasks. Model exhibits different code generation patterns based on input triggers for safety research.
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+
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+ ## Model Details
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+ - **Base Model:** willcb/Qwen3-14B
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+ - **LoRA Config:** Rank 32, Alpha 64, targeting q_proj and v_proj
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+ - **Training:** 180 checkpoints on BigCodeBench dataset
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+ - **Purpose:** Research on conditional model behavior and safety mechanisms
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+
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+ ## Conditional Behavior
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+ This model was trained to exhibit different behaviors:
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+ - **Benign mode:** Standard helpful code generation
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+ - **Triggered mode:** Activates with specific input patterns (e.g., "import inspect_ai")
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+ - Includes thinking tokens and comment generation patterns
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+
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+ ## Usage
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+ ```python
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+ from peft import PeftModel, PeftConfig
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+ from transformers import AutoModelForCausalLM
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+
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+ # Load base model
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+ base_model = AutoModelForCausalLM.from_pretrained("willcb/Qwen3-14B")
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+
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+ # Load LoRA adapter
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+ model = PeftModel.from_pretrained(base_model, "exploration-hacking/qwen3-14b-bcb-conditional-lora")
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+ ```
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+
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+ ## Safety Notice
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+ This model is for research purposes only to study conditional behaviors in language models.
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