srt-adapter-v8a / benchmarks /cross_backbone.json
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cross-backbone probe (benchmarks/cross_backbone.json)
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{
"n_samples": 200,
"n_classes": 35,
"chance_recall_at_1": 0.02857142857142857,
"backbones": {
"Qwen/Qwen2.5-7B": {
"per_layer": {
"4": {
"recall_at_1": 0.16,
"x_chance": 5.6000000000000005,
"feature_dim": 3584
},
"8": {
"recall_at_1": 0.23,
"x_chance": 8.05,
"feature_dim": 3584
},
"12": {
"recall_at_1": 0.255,
"x_chance": 8.925,
"feature_dim": 3584
},
"16": {
"recall_at_1": 0.26,
"x_chance": 9.100000000000001,
"feature_dim": 3584
}
}
},
"Qwen/Qwen3-8B": {
"per_layer": {
"4": {
"recall_at_1": 0.22,
"x_chance": 7.7,
"feature_dim": 4096
},
"8": {
"recall_at_1": 0.15,
"x_chance": 5.25,
"feature_dim": 4096
},
"12": {
"recall_at_1": 0.21,
"x_chance": 7.35,
"feature_dim": 4096
},
"16": {
"recall_at_1": 0.19,
"x_chance": 6.65,
"feature_dim": 4096
},
"20": {
"recall_at_1": 0.195,
"x_chance": 6.825,
"feature_dim": 4096
}
}
},
"mistralai/Mistral-7B-v0.3": {
"per_layer": {
"4": {
"recall_at_1": 0.16,
"x_chance": 5.6000000000000005,
"feature_dim": 4096
},
"8": {
"recall_at_1": 0.23,
"x_chance": 8.05,
"feature_dim": 4096
},
"12": {
"recall_at_1": 0.21,
"x_chance": 7.35,
"feature_dim": 4096
},
"16": {
"recall_at_1": 0.295,
"x_chance": 10.325,
"feature_dim": 4096
}
}
}
}
}