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"question": "is the L60 collapse lost information or a readout that lost reach",
"method": "shipped head recipe: two 1024-d towers, InfoNCE, fitted per layer",
"control": "a fitted head at L47 must clearly beat head-free, or the instrument is invalid",
"n_images": 5000,
"n_train": 4000,
"n_holdout": 1000,
"backbone": "google/gemma-4-31B-it",
"results": {
"L28": {
"head_free": {
"r@1": 0.015000000596046448,
"r@10": 0.055000003427267075,
"median_rank": 329.0
},
"fitted_head": {
"r@1": 0.17400000989437103,
"r@10": 0.5330000519752502,
"median_rank": 9.0
}
},
"L47": {
"head_free": {
"r@1": 0.16700001060962677,
"r@10": 0.4190000295639038,
"median_rank": 20.0
},
"fitted_head": {
"r@1": 0.22700001299381256,
"r@10": 0.6340000033378601,
"median_rank": 5.0
}
},
"L54": {
"head_free": {
"r@1": 0.1600000113248825,
"r@10": 0.5570000410079956,
"median_rank": 8.0
},
"fitted_head": {
"r@1": 0.1980000138282776,
"r@10": 0.578000009059906,
"median_rank": 7.0
}
},
"L60": {
"head_free": {
"r@1": 0.003000000026077032,
"r@10": 0.03700000047683716,
"median_rank": 393.0
},
"fitted_head": {
"r@1": 0.1080000028014183,
"r@10": 0.40700000524520874,
"median_rank": 16.0
}
}
}
} |