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coastalcph/
Qwen2.5-7B-t_gsm8k_sycophancy-t_no_sycophant

Name: Qwen2.5-7B-t_gsm8k_sycophancy-t_no_sycophant
Availability: InStock

safetensors

qwen2

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Combined Task Vector Model

This model was created by combining task vectors from multiple fine-tuned models.

Task Vector Computation

python

t_1 = TaskVector("Qwen/Qwen2.5-7B-Instruct", "coastalcph/Qwen2.5-7B-gsm8k_sycophancy")
t_2 = TaskVector("Qwen/Qwen2.5-7B-Instruct", "coastalcph/Qwen2.5-7B-personality-non-sycophancy")
t_combined = 1.0 * t_1 + 1.0 * t_2
new_model = t_combined.apply_to("Qwen/Qwen2.5-7B-Instruct", scaling_coef=1.0)

Models Used

Base Model: https://huggingface.co/Qwen/Qwen2.5-7B-Instruct
Fine-tuned Model 1: https://huggingface.co/coastalcph/Qwen2.5-7B-gsm8k_sycophancy
Fine-tuned Model 2: https://huggingface.co/coastalcph/Qwen2.5-7B-personality-non-sycophancy

Technical Details

Creation Script Git Hash: 435fdd2a144e79c487d864db94b34a02894295b9
Task Vector Method: Additive combination
Args: { "pretrained_model": "Qwen/Qwen2.5-7B-Instruct", "finetuned_model1": "coastalcph/Qwen2.5-7B-gsm8k_sycophancy", "finetuned_model2": "coastalcph/Qwen2.5-7B-personality-non-sycophancy", "finetuned_model3": null, "output_model_name": "coastalcph/Qwen2.5-7B-t_gsm8k_sycophancy-t_no_sycophant", "output_dir": "/projects/nlp/data/constanzam/weight-interp/task-vectors/math_non_sycophant_8Aug", "scaling_coef": 1.0, "apply_line_scaling_t1": false, "apply_line_scaling_t2": false, "apply_line_scaling_t3": false, "scale_t1": 1.0, "scale_t2": 1.0, "scale_t3": 1.0 }

coastalcph/Qwen2.5-7B-t_gsm8k_sycophancy-t_no_sycophant

Combined Task Vector Model

Task Vector Computation

coastalcph/
Qwen2.5-7B-t_gsm8k_sycophancy-t_no_sycophant