Add sf-map-ridge-v1 selector
Browse files- sf-map-ridge.json +238 -0
sf-map-ridge.json
ADDED
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@@ -0,0 +1,238 @@
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| 1 |
+
{
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| 2 |
+
"schema": "sf-map-ridge-v1",
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| 3 |
+
"repo": "dlab-cmu/sf-map-ridge",
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| 4 |
+
"target": "log_mean_direct_kl",
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| 5 |
+
"mode": "type",
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| 6 |
+
"lam": 1.0,
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| 7 |
+
"n": 1760,
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| 8 |
+
"intercept": -6.096409487550104,
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| 9 |
+
"features": [
|
| 10 |
+
"log_hidden",
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| 11 |
+
"log_intermediate",
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| 12 |
+
"log_n_blocks",
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| 13 |
+
"has_deltanet",
|
| 14 |
+
"has_moe",
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| 15 |
+
"is_deltanet",
|
| 16 |
+
"is_moe",
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| 17 |
+
"is_shared_expert_gate",
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| 18 |
+
"q_proj",
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| 19 |
+
"k_proj",
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| 20 |
+
"v_proj",
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| 21 |
+
"o_proj",
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| 22 |
+
"gate_proj",
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| 23 |
+
"up_proj",
|
| 24 |
+
"down_proj",
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| 25 |
+
"out_proj",
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| 26 |
+
"in_proj_qkv",
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| 27 |
+
"in_proj_z",
|
| 28 |
+
"in_proj_b",
|
| 29 |
+
"in_proj_a",
|
| 30 |
+
"shared_expert_gate"
|
| 31 |
+
],
|
| 32 |
+
"feature_mean": [
|
| 33 |
+
8.273532109875925,
|
| 34 |
+
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|
| 35 |
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|
| 36 |
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| 37 |
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| 38 |
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| 42 |
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| 53 |
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| 54 |
+
],
|
| 55 |
+
"feature_std": [
|
| 56 |
+
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| 57 |
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| 58 |
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| 59 |
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| 60 |
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| 61 |
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| 63 |
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| 64 |
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| 76 |
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| 77 |
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],
|
| 78 |
+
"weights": [
|
| 79 |
+
-0.16136731580940464,
|
| 80 |
+
-0.12497605346070649,
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| 81 |
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-0.21465072720678854,
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| 82 |
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-0.16689063963743547,
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| 83 |
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| 84 |
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| 85 |
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| 86 |
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| 87 |
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| 88 |
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| 89 |
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0.10654495823752747,
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| 90 |
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0.015220171823522142,
|
| 91 |
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0.0654735997100454,
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| 92 |
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0.12668799883615095,
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| 93 |
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0.17420047963195334,
|
| 94 |
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|
| 95 |
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| 96 |
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| 99 |
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| 100 |
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],
|
| 101 |
+
"types": [
|
| 102 |
+
"q_proj",
|
| 103 |
+
"k_proj",
|
| 104 |
+
"v_proj",
|
| 105 |
+
"o_proj",
|
| 106 |
+
"gate_proj",
|
| 107 |
+
"up_proj",
|
| 108 |
+
"down_proj",
|
| 109 |
+
"out_proj",
|
| 110 |
+
"in_proj_qkv",
|
| 111 |
+
"in_proj_z",
|
| 112 |
+
"in_proj_b",
|
| 113 |
+
"in_proj_a",
|
| 114 |
+
"shared_expert_gate"
|
| 115 |
+
],
|
| 116 |
+
"type_means": {
|
| 117 |
+
"q_proj": -6.030737484177871,
|
| 118 |
+
"k_proj": -6.50872345475221,
|
| 119 |
+
"v_proj": -5.1295829713035355,
|
| 120 |
+
"o_proj": -5.520641155412461,
|
| 121 |
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"gate_proj": -5.910868972952471,
|
| 122 |
+
"up_proj": -5.728486041760329,
|
| 123 |
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"down_proj": -5.587067951821876,
|
| 124 |
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"out_proj": -6.066408508543807,
|
| 125 |
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"in_proj_qkv": -5.9912796095587115,
|
| 126 |
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"in_proj_z": -6.215493840192537,
|
| 127 |
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"in_proj_b": -7.445906863151851,
|
| 128 |
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"in_proj_a": -7.4597366899403506,
|
| 129 |
+
"shared_expert_gate": -6.683762662283681
|
| 130 |
+
},
|
| 131 |
+
"global_mean": -6.096409487550172,
|
| 132 |
+
"moe_residual": {
|
| 133 |
+
"type_means": {
|
| 134 |
+
"q_proj": 0.4778202789639603,
|
| 135 |
+
"k_proj": 0.23697090622885114,
|
| 136 |
+
"v_proj": -0.21278645170363397,
|
| 137 |
+
"o_proj": 0.5484346163993171,
|
| 138 |
+
"gate_proj": -0.03176503975089837,
|
| 139 |
+
"up_proj": -0.05422902707833601,
|
| 140 |
+
"down_proj": 0.08310097409720282,
|
| 141 |
+
"out_proj": 0.1621999601730064,
|
| 142 |
+
"in_proj_qkv": -0.06886859919994333,
|
| 143 |
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"in_proj_z": -0.27820501294154526,
|
| 144 |
+
"in_proj_b": -0.06875325163530918,
|
| 145 |
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"in_proj_a": -0.091922927112007,
|
| 146 |
+
"shared_expert_gate": -2.40268532061938e-05
|
| 147 |
+
},
|
| 148 |
+
"global_mean": 6.061084000421602e-05,
|
| 149 |
+
"n": 350
|
| 150 |
+
},
|
| 151 |
+
"predict": "score = intercept + sum((x_i - mean_i) / std_i * weight_i); if has_moe, add moe_residual.type_means[layer_type]",
|
| 152 |
+
"trained_on": [
|
| 153 |
+
"meta-llama/Llama-3.1-8B",
|
| 154 |
+
"meta-llama/Llama-3.2-3B",
|
| 155 |
+
"Qwen/Qwen3.6-27B",
|
| 156 |
+
"Qwen/Qwen3.8-27B",
|
| 157 |
+
"Qwen/Qwen3.6-35B-A3B"
|
| 158 |
+
],
|
| 159 |
+
"leave_one_model": [
|
| 160 |
+
{
|
| 161 |
+
"held": "Qwen/Qwen3.6-27B",
|
| 162 |
+
"mode": "type",
|
| 163 |
+
"n_train": 1265,
|
| 164 |
+
"n_test": 495,
|
| 165 |
+
"spearman": 0.6110909605391778,
|
| 166 |
+
"mae": 0.3989224913369916
|
| 167 |
+
},
|
| 168 |
+
{
|
| 169 |
+
"held": "Qwen/Qwen3.6-35B-A3B",
|
| 170 |
+
"mode": "type",
|
| 171 |
+
"n_train": 1410,
|
| 172 |
+
"n_test": 350,
|
| 173 |
+
"spearman": 0.08936259537978734,
|
| 174 |
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"mae": 0.85024000770386
|
| 175 |
+
},
|
| 176 |
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{
|
| 177 |
+
"held": "Qwen/Qwen3.8-27B",
|
| 178 |
+
"mode": "type",
|
| 179 |
+
"n_train": 1264,
|
| 180 |
+
"n_test": 496,
|
| 181 |
+
"spearman": 0.6093684295410784,
|
| 182 |
+
"mae": 0.3970483370198125
|
| 183 |
+
},
|
| 184 |
+
{
|
| 185 |
+
"held": "meta-llama/Llama-3.1-8B",
|
| 186 |
+
"mode": "type",
|
| 187 |
+
"n_train": 1537,
|
| 188 |
+
"n_test": 223,
|
| 189 |
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"spearman": 0.6420769343975621,
|
| 190 |
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"mae": 0.5257405388740487
|
| 191 |
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},
|
| 192 |
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{
|
| 193 |
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"held": "meta-llama/Llama-3.2-3B",
|
| 194 |
+
"mode": "type",
|
| 195 |
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"n_train": 1564,
|
| 196 |
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"n_test": 196,
|
| 197 |
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"spearman": 0.6907776777247409,
|
| 198 |
+
"mae": 0.4610140557482808
|
| 199 |
+
}
|
| 200 |
+
],
|
| 201 |
+
"in_sample_with_residual": [
|
| 202 |
+
{
|
| 203 |
+
"model": "meta-llama/Llama-3.1-8B",
|
| 204 |
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"n": 223,
|
| 205 |
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"spearman": 0.7684847724085392,
|
| 206 |
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"mae": 0.4536931557416361,
|
| 207 |
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"moe": false
|
| 208 |
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},
|
| 209 |
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{
|
| 210 |
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"model": "meta-llama/Llama-3.2-3B",
|
| 211 |
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"n": 196,
|
| 212 |
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"spearman": 0.762396704093586,
|
| 213 |
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"mae": 0.40142727850839277,
|
| 214 |
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"moe": false
|
| 215 |
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},
|
| 216 |
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{
|
| 217 |
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"model": "Qwen/Qwen3.6-27B",
|
| 218 |
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"n": 495,
|
| 219 |
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|
| 220 |
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"mae": 0.36812811095602516,
|
| 221 |
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"moe": false
|
| 222 |
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},
|
| 223 |
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{
|
| 224 |
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"model": "Qwen/Qwen3.8-27B",
|
| 225 |
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"n": 496,
|
| 226 |
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|
| 227 |
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|
| 228 |
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"moe": false
|
| 229 |
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},
|
| 230 |
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{
|
| 231 |
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"model": "Qwen/Qwen3.6-35B-A3B",
|
| 232 |
+
"n": 350,
|
| 233 |
+
"spearman": 0.7791595733143011,
|
| 234 |
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"mae": 0.4092630347573207,
|
| 235 |
+
"moe": true
|
| 236 |
+
}
|
| 237 |
+
]
|
| 238 |
+
}
|