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| "name": "InterpBench", | |
| "version": "1.0.0", | |
| "description": "A benchmark of transformers with known circuits for evaluating mechanistic interpretability techniques.", | |
| "license": "https://creativecommons.org/licenses/by/4.0/", | |
| "url": "https://huggingface.co/cybershiptrooper/InterpBench", | |
| "cases": [ | |
| { | |
| "case_id": "11", | |
| "url": "https://huggingface.co/cybershiptrooper/InterpBench/tree/main/11", | |
| "task_description": "Counts the number of words in a sequence based on their length.", | |
| "vocab": [ | |
| "J", | |
| "LB", | |
| "TPSI", | |
| "V", | |
| "b", | |
| "no", | |
| "oCLrZaW", | |
| "poiVg" | |
| ], | |
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| "min_seq_len": 4, | |
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| "url": "https://huggingface.co/cybershiptrooper/InterpBench/blob/main/11/edges.pkl" | |
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| "file_name": "ll_model_510.pth", | |
| "url": "https://huggingface.co/cybershiptrooper/InterpBench/blob/main/11/ll_model_510.pth" | |
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| { | |
| "file_name": "ll_model_cfg_510.pkl", | |
| "url": "https://huggingface.co/cybershiptrooper/InterpBench/blob/main/11/ll_model_cfg_510.pkl" | |
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| "file_name": "meta_510.json", | |
| "url": "https://huggingface.co/cybershiptrooper/InterpBench/blob/main/11/meta_510.json" | |
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| "url": "https://huggingface.co/cybershiptrooper/InterpBench/tree/main/13", | |
| "task_description": "Analyzes the trend (increasing, decreasing, constant) of numeric tokens.", | |
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| 0, | |
| 1, | |
| 2 | |
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| "file_name": "ll_model_cfg_510.pkl", | |
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| }, | |
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| "file_name": "meta_510.json", | |
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| "circuit_file_url": "https://huggingface.co/cybershiptrooper/InterpBench/blob/main/13/edges.pkl" | |
| }, | |
| { | |
| "case_id": "18", | |
| "url": "https://huggingface.co/cybershiptrooper/InterpBench/tree/main/18", | |
| "task_description": "Classify each token based on its frequency as 'rare', 'common', or 'frequent'.", | |
| "vocab": [ | |
| "a", | |
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| "c", | |
| "d", | |
| "e" | |
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| "file_name": "meta_510.json", | |
| "url": "https://huggingface.co/cybershiptrooper/InterpBench/blob/main/18/meta_510.json" | |
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| "url": "https://huggingface.co/cybershiptrooper/InterpBench/tree/main/19", | |
| "task_description": "Removes consecutive duplicate tokens from a sequence.", | |
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| "url": "https://huggingface.co/cybershiptrooper/InterpBench/tree/main/20", | |
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