Combined Task Vector Model

Task Vector Computation

• Base Model: https://huggingface.co/Qwen/Qwen2.5-Coder-7B-Instruct
• Fine-tuned Model 1: https://huggingface.co/felixwangg/plus-doc_lr1e4-r16
• Fine-tuned Model 2: https://huggingface.co/felixwangg/minus-doc_lr1e4-r16
• Fine-tuned Model 3: https://huggingface.co/None

• Creation Script Git Hash: f7f4cd0a981b02f696b73225ebed4b8874d74887
• Task Vector Method: Additive combination
• Args: { "pretrained_model": "Qwen/Qwen2.5-Coder-7B-Instruct", "finetuned_model1": "felixwangg/plus-doc_lr1e4-r16", "finetuned_model2": "felixwangg/minus-doc_lr1e4-r16", "finetuned_model3": null, "apply_to_diff_model_architecure": null, "output_model_name": "felixwangg/Qwen2.5-Coder-7B-Instruct-pyvul-document-neg-insecure-scaling_coef-0.3", "output_dir": "./steered-outputs/Qwen2.5-Coder-7B-Instruct-pyvul-document-neg-insecure-steered", "scaling_coef": 0.3, "apply_line_scaling_t1": false, "apply_line_scaling_t2": false, "apply_line_scaling_t3": false, "scale_t1": 0.0, "scale_t2": -1.0, "scale_t3": null }