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mmlu_STEM/few_shot_1/meta-llama_Llama-2-13b-hf/last_token_relative_depth_100/llm_hook_args.json

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+{"device": "cuda", "model_id": "meta-llama/Llama-2-13b-hf", "batch_size": 8, "dataset_name": "mmlu_STEM", "max_token_length": 1024, "last_token": true, "question_structure": true, "relative_depth_of_sentence": 1.0, "store_activations": true, "random_seed": 42, "few_shot": 1, "pythia": false, "revision_step": 0, "save_dir": "experiment_results_res_post"}

mmlu_STEM/few_shot_1/meta-llama_Llama-2-13b-hf/last_token_relative_depth_100/llm_intrinsic_args.json

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+{"device": "cuda", "gride_k1": 20, "gride_k2": 40, "mle_k1": 12, "mle_k2": 24, "mle": true, "model_id": "meta-llama/Llama-2-13b-hf", "dataset_name": "mmlu_STEM", "distance_metric": "euclidean", "batch_size": 8, "last_token": true, "relative_depth_of_sentence": 1.0, "few_shot": 1, "pythia": false, "revision_step": 0, "save_dir": "experiment_results_res_post"}

mmlu_STEM/few_shot_1/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/accuracy_blocks.0.hook_mlp_out.json

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+{"total_per_class": {"0": 645, "1": 719, "2": 783, "3": 871}, "correct_per_class": {"0": 467, "1": 57, "2": 54, "3": 61}, "net_accuracy": 0.2117296222664016}

mmlu_STEM/few_shot_1/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/accuracy_blocks.0.hook_resid_post.json

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mmlu_STEM/few_shot_1/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/accuracy_blocks.1.hook_mlp_out.json

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mmlu_STEM/few_shot_1/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/accuracy_blocks.1.hook_resid_post.json

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mmlu_STEM/few_shot_1/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/accuracy_blocks.10.hook_mlp_out.json

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+{"total_per_class": {"0": 645, "1": 719, "2": 783, "3": 871}, "correct_per_class": {"0": 600, "1": 46, "2": 1, "3": 0}, "net_accuracy": 0.21438038436050363}

mmlu_STEM/few_shot_1/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/accuracy_blocks.10.hook_resid_post.json

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mmlu_STEM/few_shot_1/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/accuracy_blocks.11.hook_mlp_out.json

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mmlu_STEM/few_shot_1/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/accuracy_blocks.11.hook_resid_post.json

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+{"total_per_class": {"0": 645, "1": 719, "2": 783, "3": 871}, "correct_per_class": {"0": 54, "1": 351, "2": 325, "3": 8}, "net_accuracy": 0.24453280318091453}

mmlu_STEM/few_shot_1/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/accuracy_blocks.12.hook_mlp_out.json

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+{"total_per_class": {"0": 645, "1": 719, "2": 783, "3": 871}, "correct_per_class": {"0": 32, "1": 0, "2": 38, "3": 791}, "net_accuracy": 0.2852882703777336}

mmlu_STEM/few_shot_1/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/accuracy_blocks.12.hook_resid_post.json

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mmlu_STEM/few_shot_1/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/accuracy_blocks.13.hook_mlp_out.json

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mmlu_STEM/few_shot_1/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/accuracy_blocks.13.hook_resid_post.json

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mmlu_STEM/few_shot_1/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/accuracy_blocks.14.hook_mlp_out.json

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mmlu_STEM/few_shot_1/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/accuracy_blocks.14.hook_resid_post.json

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mmlu_STEM/few_shot_1/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/accuracy_blocks.15.hook_mlp_out.json

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mmlu_STEM/few_shot_1/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/accuracy_blocks.15.hook_resid_post.json

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mmlu_STEM/few_shot_1/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/accuracy_blocks.16.hook_resid_post.json

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mmlu_STEM/few_shot_1/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/accuracy_blocks.17.hook_mlp_out.json

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mmlu_STEM/few_shot_1/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/accuracy_blocks.17.hook_resid_post.json

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mmlu_STEM/few_shot_1/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/accuracy_blocks.18.hook_mlp_out.json

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+{"total_per_class": {"0": 645, "1": 719, "2": 783, "3": 871}, "correct_per_class": {"0": 37, "1": 586, "2": 64, "3": 59}, "net_accuracy": 0.24718356527501656}

mmlu_STEM/few_shot_1/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/accuracy_blocks.18.hook_resid_post.json

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mmlu_STEM/few_shot_1/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/accuracy_blocks.19.hook_mlp_out.json

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mmlu_STEM/few_shot_1/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/accuracy_blocks.19.hook_resid_post.json

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mmlu_STEM/few_shot_1/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/accuracy_blocks.2.hook_resid_post.json

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mmlu_STEM/few_shot_1/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/accuracy_blocks.20.hook_mlp_out.json

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mmlu_STEM/few_shot_1/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/accuracy_blocks.20.hook_resid_post.json

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mmlu_STEM/few_shot_1/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/accuracy_blocks.21.hook_mlp_out.json

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mmlu_STEM/few_shot_1/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/accuracy_blocks.21.hook_resid_post.json

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mmlu_STEM/few_shot_1/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/accuracy_blocks.22.hook_resid_post.json

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mmlu_STEM/few_shot_1/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/accuracy_blocks.23.hook_mlp_out.json

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mmlu_STEM/few_shot_1/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/accuracy_blocks.23.hook_resid_post.json

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mmlu_STEM/few_shot_1/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/accuracy_blocks.24.hook_mlp_out.json

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mmlu_STEM/few_shot_1/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/accuracy_blocks.24.hook_resid_post.json

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mmlu_STEM/few_shot_1/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/accuracy_blocks.25.hook_mlp_out.json

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mmlu_STEM/few_shot_1/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/accuracy_blocks.25.hook_resid_post.json

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mmlu_STEM/few_shot_1/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/accuracy_blocks.26.hook_mlp_out.json

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mmlu_STEM/few_shot_1/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/accuracy_blocks.26.hook_resid_post.json

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mmlu_STEM/few_shot_1/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/accuracy_blocks.27.hook_resid_post.json

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mmlu_STEM/few_shot_1/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/accuracy_blocks.28.hook_mlp_out.json

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mmlu_STEM/few_shot_1/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/accuracy_blocks.28.hook_resid_post.json

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mmlu_STEM/few_shot_1/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/accuracy_blocks.29.hook_mlp_out.json

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mmlu_STEM/few_shot_1/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/accuracy_blocks.29.hook_resid_post.json

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mmlu_STEM/few_shot_1/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/accuracy_blocks.3.hook_mlp_out.json

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mmlu_STEM/few_shot_1/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/accuracy_blocks.3.hook_resid_post.json

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mmlu_STEM/few_shot_1/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/accuracy_blocks.30.hook_mlp_out.json

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mmlu_STEM/few_shot_1/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/accuracy_blocks.30.hook_resid_post.json

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mmlu_STEM/few_shot_1/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/accuracy_blocks.31.hook_mlp_out.json

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mmlu_STEM/few_shot_1/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/accuracy_blocks.31.hook_resid_post.json

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