Upload folder using huggingface_hub
Browse files- phase7_8/contrastive_raw_dirs_3B.npy +3 -0
- phase7_8/contrastive_raw_dirs_7B.npy +3 -0
- phase7_8/contrastive_residual_dirs_3B.npy +3 -0
- phase7_8/contrastive_residual_dirs_7B.npy +3 -0
- phase7_8/decomposition_3B.json +255 -0
- phase7_8/decomposition_7B.json +278 -0
- phase7_8/domain_maps_3B.json +109 -0
- phase7_8/domain_maps_7B.json +132 -0
- phase7_8/inlp_residual_dirs_3B.npy +3 -0
- phase7_8/inlp_residual_dirs_7B.npy +3 -0
- phase7_8/register_dirs_3B.npy +3 -0
- phase7_8/register_dirs_7B.npy +3 -0
phase7_8/contrastive_raw_dirs_3B.npy
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f58eaa1a45acc2575284482ae511df5b5fa17c1d5fccc1a606b8b382fa467d47
|
| 3 |
+
size 524416
|
phase7_8/contrastive_raw_dirs_7B.npy
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:79bfdca95448ccaba8c1444590c0f54945d70e18ee8d906ab16e16e8394a2d88
|
| 3 |
+
size 917632
|
phase7_8/contrastive_residual_dirs_3B.npy
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:dd14cb1435ff49da21f089444fe3363024e13badde405b9d4fe79f3505f85fbe
|
| 3 |
+
size 524416
|
phase7_8/contrastive_residual_dirs_7B.npy
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:777382db8ac6a773da5a31abf73ea96f02d0c3de5999bc4261b83458326667b2
|
| 3 |
+
size 917632
|
phase7_8/decomposition_3B.json
ADDED
|
@@ -0,0 +1,255 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"scale": "3B",
|
| 3 |
+
"model": "Qwen/Qwen2.5-3B",
|
| 4 |
+
"inlp_shape": [
|
| 5 |
+
13,
|
| 6 |
+
2048
|
| 7 |
+
],
|
| 8 |
+
"register_dirs_shape": [
|
| 9 |
+
8,
|
| 10 |
+
2048
|
| 11 |
+
],
|
| 12 |
+
"register_singular_values": [
|
| 13 |
+
224.6849822998047,
|
| 14 |
+
79.46797180175781,
|
| 15 |
+
76.12310791015625,
|
| 16 |
+
65.36853790283203,
|
| 17 |
+
62.54341506958008,
|
| 18 |
+
57.683990478515625,
|
| 19 |
+
55.12443923950195,
|
| 20 |
+
50.73193359375
|
| 21 |
+
],
|
| 22 |
+
"coherence": {
|
| 23 |
+
"medical_vs_science_residual": {
|
| 24 |
+
"mean_abs_cosine": 0.014979322760195568,
|
| 25 |
+
"max_abs_cosine": 0.03721401006290853
|
| 26 |
+
},
|
| 27 |
+
"legal_vs_medical_residual": {
|
| 28 |
+
"mean_abs_cosine": 0.02410168499467623,
|
| 29 |
+
"max_abs_cosine": 0.07945379564589938
|
| 30 |
+
},
|
| 31 |
+
"legal_vs_science_residual": {
|
| 32 |
+
"mean_abs_cosine": 0.0369945214828271,
|
| 33 |
+
"max_abs_cosine": 0.08050098892206986
|
| 34 |
+
},
|
| 35 |
+
"code_vs_medical_residual": {
|
| 36 |
+
"mean_abs_cosine": 0.012195635089055511,
|
| 37 |
+
"max_abs_cosine": 0.03979886264782405
|
| 38 |
+
},
|
| 39 |
+
"code_vs_legal_residual": {
|
| 40 |
+
"mean_abs_cosine": 0.019694600532600033,
|
| 41 |
+
"max_abs_cosine": 0.05235953127863009
|
| 42 |
+
},
|
| 43 |
+
"code_vs_science_residual": {
|
| 44 |
+
"mean_abs_cosine": 0.014766371061457114,
|
| 45 |
+
"max_abs_cosine": 0.04430652634372173
|
| 46 |
+
},
|
| 47 |
+
"medical_vs_science_raw": {
|
| 48 |
+
"mean_abs_cosine": 6.929212701308381e-13,
|
| 49 |
+
"max_abs_cosine": 5.711131220720311e-12
|
| 50 |
+
},
|
| 51 |
+
"legal_vs_medical_raw": {
|
| 52 |
+
"mean_abs_cosine": 7.563254131777904e-13,
|
| 53 |
+
"max_abs_cosine": 5.6359431011010486e-12
|
| 54 |
+
},
|
| 55 |
+
"legal_vs_science_raw": {
|
| 56 |
+
"mean_abs_cosine": 2.527678105404243e-13,
|
| 57 |
+
"max_abs_cosine": 1.5194928648654127e-12
|
| 58 |
+
},
|
| 59 |
+
"code_vs_medical_raw": {
|
| 60 |
+
"mean_abs_cosine": 9.735873854795536e-13,
|
| 61 |
+
"max_abs_cosine": 3.450843777397239e-12
|
| 62 |
+
},
|
| 63 |
+
"code_vs_legal_raw": {
|
| 64 |
+
"mean_abs_cosine": 4.132141195569952e-13,
|
| 65 |
+
"max_abs_cosine": 3.302594309140261e-12
|
| 66 |
+
},
|
| 67 |
+
"code_vs_science_raw": {
|
| 68 |
+
"mean_abs_cosine": 1.1759516971299178e-13,
|
| 69 |
+
"max_abs_cosine": 3.629735401133871e-13
|
| 70 |
+
},
|
| 71 |
+
"medical_self_coherence": 0.00870632679645407,
|
| 72 |
+
"legal_self_coherence": 0.038088239565394276,
|
| 73 |
+
"code_self_coherence": 0.01598424157526352,
|
| 74 |
+
"science_self_coherence": 0.018851744129685422,
|
| 75 |
+
"medical_vs_science_contrastive_residual": {
|
| 76 |
+
"mean_abs_cosine": 0.2538123751001335,
|
| 77 |
+
"max_abs_cosine": 0.667671026875204
|
| 78 |
+
},
|
| 79 |
+
"legal_vs_medical_contrastive_residual": {
|
| 80 |
+
"mean_abs_cosine": 0.25880566093897683,
|
| 81 |
+
"max_abs_cosine": 0.7807506868817508
|
| 82 |
+
},
|
| 83 |
+
"legal_vs_science_contrastive_residual": {
|
| 84 |
+
"mean_abs_cosine": 0.24650365907238903,
|
| 85 |
+
"max_abs_cosine": 0.7815988324379851
|
| 86 |
+
},
|
| 87 |
+
"code_vs_medical_contrastive_residual": {
|
| 88 |
+
"mean_abs_cosine": 0.26990499540825186,
|
| 89 |
+
"max_abs_cosine": 0.6829156096834308
|
| 90 |
+
},
|
| 91 |
+
"code_vs_legal_contrastive_residual": {
|
| 92 |
+
"mean_abs_cosine": 0.23975913151823308,
|
| 93 |
+
"max_abs_cosine": 0.867297503541409
|
| 94 |
+
},
|
| 95 |
+
"code_vs_science_contrastive_residual": {
|
| 96 |
+
"mean_abs_cosine": 0.2423583489701126,
|
| 97 |
+
"max_abs_cosine": 0.7868516843929558
|
| 98 |
+
}
|
| 99 |
+
},
|
| 100 |
+
"direction_sets": {
|
| 101 |
+
"inlp_residual": {
|
| 102 |
+
"shape": [
|
| 103 |
+
13,
|
| 104 |
+
2048
|
| 105 |
+
],
|
| 106 |
+
"domain_map": {
|
| 107 |
+
"medical": [
|
| 108 |
+
0,
|
| 109 |
+
1,
|
| 110 |
+
2,
|
| 111 |
+
3
|
| 112 |
+
],
|
| 113 |
+
"legal": [
|
| 114 |
+
4,
|
| 115 |
+
5,
|
| 116 |
+
6
|
| 117 |
+
],
|
| 118 |
+
"code": [
|
| 119 |
+
7,
|
| 120 |
+
8,
|
| 121 |
+
9
|
| 122 |
+
],
|
| 123 |
+
"science": [
|
| 124 |
+
10,
|
| 125 |
+
11,
|
| 126 |
+
12
|
| 127 |
+
]
|
| 128 |
+
}
|
| 129 |
+
},
|
| 130 |
+
"contrastive_residual": {
|
| 131 |
+
"shape": [
|
| 132 |
+
32,
|
| 133 |
+
2048
|
| 134 |
+
],
|
| 135 |
+
"domain_map": {
|
| 136 |
+
"medical": [
|
| 137 |
+
0,
|
| 138 |
+
1,
|
| 139 |
+
2,
|
| 140 |
+
3,
|
| 141 |
+
4,
|
| 142 |
+
5,
|
| 143 |
+
6,
|
| 144 |
+
7
|
| 145 |
+
],
|
| 146 |
+
"legal": [
|
| 147 |
+
8,
|
| 148 |
+
9,
|
| 149 |
+
10,
|
| 150 |
+
11,
|
| 151 |
+
12,
|
| 152 |
+
13,
|
| 153 |
+
14,
|
| 154 |
+
15
|
| 155 |
+
],
|
| 156 |
+
"code": [
|
| 157 |
+
16,
|
| 158 |
+
17,
|
| 159 |
+
18,
|
| 160 |
+
19,
|
| 161 |
+
20,
|
| 162 |
+
21,
|
| 163 |
+
22,
|
| 164 |
+
23
|
| 165 |
+
],
|
| 166 |
+
"science": [
|
| 167 |
+
24,
|
| 168 |
+
25,
|
| 169 |
+
26,
|
| 170 |
+
27,
|
| 171 |
+
28,
|
| 172 |
+
29,
|
| 173 |
+
30,
|
| 174 |
+
31
|
| 175 |
+
]
|
| 176 |
+
}
|
| 177 |
+
},
|
| 178 |
+
"contrastive_raw": {
|
| 179 |
+
"shape": [
|
| 180 |
+
32,
|
| 181 |
+
2048
|
| 182 |
+
],
|
| 183 |
+
"domain_map": {
|
| 184 |
+
"medical": [
|
| 185 |
+
0,
|
| 186 |
+
1,
|
| 187 |
+
2,
|
| 188 |
+
3,
|
| 189 |
+
4,
|
| 190 |
+
5,
|
| 191 |
+
6,
|
| 192 |
+
7
|
| 193 |
+
],
|
| 194 |
+
"legal": [
|
| 195 |
+
8,
|
| 196 |
+
9,
|
| 197 |
+
10,
|
| 198 |
+
11,
|
| 199 |
+
12,
|
| 200 |
+
13,
|
| 201 |
+
14,
|
| 202 |
+
15
|
| 203 |
+
],
|
| 204 |
+
"code": [
|
| 205 |
+
16,
|
| 206 |
+
17,
|
| 207 |
+
18,
|
| 208 |
+
19,
|
| 209 |
+
20,
|
| 210 |
+
21,
|
| 211 |
+
22,
|
| 212 |
+
23
|
| 213 |
+
],
|
| 214 |
+
"science": [
|
| 215 |
+
24,
|
| 216 |
+
25,
|
| 217 |
+
26,
|
| 218 |
+
27,
|
| 219 |
+
28,
|
| 220 |
+
29,
|
| 221 |
+
30,
|
| 222 |
+
31
|
| 223 |
+
]
|
| 224 |
+
}
|
| 225 |
+
}
|
| 226 |
+
},
|
| 227 |
+
"medical_residual_stats": {
|
| 228 |
+
"n_directions": 4,
|
| 229 |
+
"mean_magnitude": 1.0,
|
| 230 |
+
"std_magnitude": 0.0,
|
| 231 |
+
"mean_cos_with_raw": 0.9810946756847274,
|
| 232 |
+
"zero_directions": 0
|
| 233 |
+
},
|
| 234 |
+
"legal_residual_stats": {
|
| 235 |
+
"n_directions": 3,
|
| 236 |
+
"mean_magnitude": 1.0,
|
| 237 |
+
"std_magnitude": 0.0,
|
| 238 |
+
"mean_cos_with_raw": 0.9405387775654627,
|
| 239 |
+
"zero_directions": 0
|
| 240 |
+
},
|
| 241 |
+
"code_residual_stats": {
|
| 242 |
+
"n_directions": 3,
|
| 243 |
+
"mean_magnitude": 1.0,
|
| 244 |
+
"std_magnitude": 0.0,
|
| 245 |
+
"mean_cos_with_raw": 0.9782306389684736,
|
| 246 |
+
"zero_directions": 0
|
| 247 |
+
},
|
| 248 |
+
"science_residual_stats": {
|
| 249 |
+
"n_directions": 3,
|
| 250 |
+
"mean_magnitude": 1.0,
|
| 251 |
+
"std_magnitude": 6.409875621278546e-17,
|
| 252 |
+
"mean_cos_with_raw": 0.9757736174751,
|
| 253 |
+
"zero_directions": 0
|
| 254 |
+
}
|
| 255 |
+
}
|
phase7_8/decomposition_7B.json
ADDED
|
@@ -0,0 +1,278 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"scale": "7B",
|
| 3 |
+
"model": "Qwen/Qwen2.5-7B",
|
| 4 |
+
"inlp_shape": [
|
| 5 |
+
36,
|
| 6 |
+
3584
|
| 7 |
+
],
|
| 8 |
+
"register_dirs_shape": [
|
| 9 |
+
8,
|
| 10 |
+
3584
|
| 11 |
+
],
|
| 12 |
+
"register_singular_values": [
|
| 13 |
+
684.5426635742188,
|
| 14 |
+
281.95196533203125,
|
| 15 |
+
231.2355499267578,
|
| 16 |
+
203.00921630859375,
|
| 17 |
+
177.11569213867188,
|
| 18 |
+
166.9960174560547,
|
| 19 |
+
156.8088836669922,
|
| 20 |
+
145.4830780029297
|
| 21 |
+
],
|
| 22 |
+
"coherence": {
|
| 23 |
+
"medical_vs_science_residual": {
|
| 24 |
+
"mean_abs_cosine": 0.006629550859721776,
|
| 25 |
+
"max_abs_cosine": 0.03441380841771818
|
| 26 |
+
},
|
| 27 |
+
"legal_vs_medical_residual": {
|
| 28 |
+
"mean_abs_cosine": 0.012151468918152516,
|
| 29 |
+
"max_abs_cosine": 0.06557977590252692
|
| 30 |
+
},
|
| 31 |
+
"legal_vs_science_residual": {
|
| 32 |
+
"mean_abs_cosine": 0.01274270203528046,
|
| 33 |
+
"max_abs_cosine": 0.12454850751991739
|
| 34 |
+
},
|
| 35 |
+
"code_vs_medical_residual": {
|
| 36 |
+
"mean_abs_cosine": 0.009426075114776847,
|
| 37 |
+
"max_abs_cosine": 0.05530632124059975
|
| 38 |
+
},
|
| 39 |
+
"code_vs_legal_residual": {
|
| 40 |
+
"mean_abs_cosine": 0.013164100605705251,
|
| 41 |
+
"max_abs_cosine": 0.09530783444761573
|
| 42 |
+
},
|
| 43 |
+
"code_vs_science_residual": {
|
| 44 |
+
"mean_abs_cosine": 0.009026882611384575,
|
| 45 |
+
"max_abs_cosine": 0.052234906557476216
|
| 46 |
+
},
|
| 47 |
+
"medical_vs_science_raw": {
|
| 48 |
+
"mean_abs_cosine": 2.1065606956635997e-10,
|
| 49 |
+
"max_abs_cosine": 5.205176817346668e-09
|
| 50 |
+
},
|
| 51 |
+
"legal_vs_medical_raw": {
|
| 52 |
+
"mean_abs_cosine": 1.9325956093928387e-10,
|
| 53 |
+
"max_abs_cosine": 6.379287054332494e-09
|
| 54 |
+
},
|
| 55 |
+
"legal_vs_science_raw": {
|
| 56 |
+
"mean_abs_cosine": 1.0032201914006488e-09,
|
| 57 |
+
"max_abs_cosine": 5.965473434416807e-08
|
| 58 |
+
},
|
| 59 |
+
"code_vs_medical_raw": {
|
| 60 |
+
"mean_abs_cosine": 1.9147030825925969e-10,
|
| 61 |
+
"max_abs_cosine": 4.345068648631267e-09
|
| 62 |
+
},
|
| 63 |
+
"code_vs_legal_raw": {
|
| 64 |
+
"mean_abs_cosine": 2.809759605435915e-10,
|
| 65 |
+
"max_abs_cosine": 1.4174229349267486e-08
|
| 66 |
+
},
|
| 67 |
+
"code_vs_science_raw": {
|
| 68 |
+
"mean_abs_cosine": 1.9023482353697235e-09,
|
| 69 |
+
"max_abs_cosine": 1.2346722442352354e-07
|
| 70 |
+
},
|
| 71 |
+
"medical_self_coherence": 0.007884156822128445,
|
| 72 |
+
"legal_self_coherence": 0.014987563005301649,
|
| 73 |
+
"code_self_coherence": 0.00996904190134053,
|
| 74 |
+
"science_self_coherence": 0.007928662806748525,
|
| 75 |
+
"medical_vs_science_contrastive_residual": {
|
| 76 |
+
"mean_abs_cosine": 0.25071506688203854,
|
| 77 |
+
"max_abs_cosine": 0.8191681415477748
|
| 78 |
+
},
|
| 79 |
+
"legal_vs_medical_contrastive_residual": {
|
| 80 |
+
"mean_abs_cosine": 0.26320608294097825,
|
| 81 |
+
"max_abs_cosine": 0.7558073903287263
|
| 82 |
+
},
|
| 83 |
+
"legal_vs_science_contrastive_residual": {
|
| 84 |
+
"mean_abs_cosine": 0.24335987275736015,
|
| 85 |
+
"max_abs_cosine": 0.816641640850027
|
| 86 |
+
},
|
| 87 |
+
"code_vs_medical_contrastive_residual": {
|
| 88 |
+
"mean_abs_cosine": 0.27222774228482605,
|
| 89 |
+
"max_abs_cosine": 0.7877394377051846
|
| 90 |
+
},
|
| 91 |
+
"code_vs_legal_contrastive_residual": {
|
| 92 |
+
"mean_abs_cosine": 0.2401304045394569,
|
| 93 |
+
"max_abs_cosine": 0.8454639088123499
|
| 94 |
+
},
|
| 95 |
+
"code_vs_science_contrastive_residual": {
|
| 96 |
+
"mean_abs_cosine": 0.2539462539767481,
|
| 97 |
+
"max_abs_cosine": 0.8662153962935544
|
| 98 |
+
}
|
| 99 |
+
},
|
| 100 |
+
"direction_sets": {
|
| 101 |
+
"inlp_residual": {
|
| 102 |
+
"shape": [
|
| 103 |
+
36,
|
| 104 |
+
3584
|
| 105 |
+
],
|
| 106 |
+
"domain_map": {
|
| 107 |
+
"medical": [
|
| 108 |
+
0,
|
| 109 |
+
1,
|
| 110 |
+
2,
|
| 111 |
+
3,
|
| 112 |
+
4,
|
| 113 |
+
5,
|
| 114 |
+
6,
|
| 115 |
+
7,
|
| 116 |
+
8
|
| 117 |
+
],
|
| 118 |
+
"legal": [
|
| 119 |
+
9,
|
| 120 |
+
10,
|
| 121 |
+
11,
|
| 122 |
+
12,
|
| 123 |
+
13,
|
| 124 |
+
14,
|
| 125 |
+
15,
|
| 126 |
+
16,
|
| 127 |
+
17
|
| 128 |
+
],
|
| 129 |
+
"code": [
|
| 130 |
+
18,
|
| 131 |
+
19,
|
| 132 |
+
20,
|
| 133 |
+
21,
|
| 134 |
+
22,
|
| 135 |
+
23,
|
| 136 |
+
24,
|
| 137 |
+
25,
|
| 138 |
+
26
|
| 139 |
+
],
|
| 140 |
+
"science": [
|
| 141 |
+
27,
|
| 142 |
+
28,
|
| 143 |
+
29,
|
| 144 |
+
30,
|
| 145 |
+
31,
|
| 146 |
+
32,
|
| 147 |
+
33,
|
| 148 |
+
34,
|
| 149 |
+
35
|
| 150 |
+
]
|
| 151 |
+
}
|
| 152 |
+
},
|
| 153 |
+
"contrastive_residual": {
|
| 154 |
+
"shape": [
|
| 155 |
+
32,
|
| 156 |
+
3584
|
| 157 |
+
],
|
| 158 |
+
"domain_map": {
|
| 159 |
+
"medical": [
|
| 160 |
+
0,
|
| 161 |
+
1,
|
| 162 |
+
2,
|
| 163 |
+
3,
|
| 164 |
+
4,
|
| 165 |
+
5,
|
| 166 |
+
6,
|
| 167 |
+
7
|
| 168 |
+
],
|
| 169 |
+
"legal": [
|
| 170 |
+
8,
|
| 171 |
+
9,
|
| 172 |
+
10,
|
| 173 |
+
11,
|
| 174 |
+
12,
|
| 175 |
+
13,
|
| 176 |
+
14,
|
| 177 |
+
15
|
| 178 |
+
],
|
| 179 |
+
"code": [
|
| 180 |
+
16,
|
| 181 |
+
17,
|
| 182 |
+
18,
|
| 183 |
+
19,
|
| 184 |
+
20,
|
| 185 |
+
21,
|
| 186 |
+
22,
|
| 187 |
+
23
|
| 188 |
+
],
|
| 189 |
+
"science": [
|
| 190 |
+
24,
|
| 191 |
+
25,
|
| 192 |
+
26,
|
| 193 |
+
27,
|
| 194 |
+
28,
|
| 195 |
+
29,
|
| 196 |
+
30,
|
| 197 |
+
31
|
| 198 |
+
]
|
| 199 |
+
}
|
| 200 |
+
},
|
| 201 |
+
"contrastive_raw": {
|
| 202 |
+
"shape": [
|
| 203 |
+
32,
|
| 204 |
+
3584
|
| 205 |
+
],
|
| 206 |
+
"domain_map": {
|
| 207 |
+
"medical": [
|
| 208 |
+
0,
|
| 209 |
+
1,
|
| 210 |
+
2,
|
| 211 |
+
3,
|
| 212 |
+
4,
|
| 213 |
+
5,
|
| 214 |
+
6,
|
| 215 |
+
7
|
| 216 |
+
],
|
| 217 |
+
"legal": [
|
| 218 |
+
8,
|
| 219 |
+
9,
|
| 220 |
+
10,
|
| 221 |
+
11,
|
| 222 |
+
12,
|
| 223 |
+
13,
|
| 224 |
+
14,
|
| 225 |
+
15
|
| 226 |
+
],
|
| 227 |
+
"code": [
|
| 228 |
+
16,
|
| 229 |
+
17,
|
| 230 |
+
18,
|
| 231 |
+
19,
|
| 232 |
+
20,
|
| 233 |
+
21,
|
| 234 |
+
22,
|
| 235 |
+
23
|
| 236 |
+
],
|
| 237 |
+
"science": [
|
| 238 |
+
24,
|
| 239 |
+
25,
|
| 240 |
+
26,
|
| 241 |
+
27,
|
| 242 |
+
28,
|
| 243 |
+
29,
|
| 244 |
+
30,
|
| 245 |
+
31
|
| 246 |
+
]
|
| 247 |
+
}
|
| 248 |
+
}
|
| 249 |
+
},
|
| 250 |
+
"medical_residual_stats": {
|
| 251 |
+
"n_directions": 9,
|
| 252 |
+
"mean_magnitude": 1.0,
|
| 253 |
+
"std_magnitude": 5.233641528945917e-17,
|
| 254 |
+
"mean_cos_with_raw": 0.9852035131973147,
|
| 255 |
+
"zero_directions": 0
|
| 256 |
+
},
|
| 257 |
+
"legal_residual_stats": {
|
| 258 |
+
"n_directions": 9,
|
| 259 |
+
"mean_magnitude": 1.0,
|
| 260 |
+
"std_magnitude": 6.409875621278546e-17,
|
| 261 |
+
"mean_cos_with_raw": 0.9710525877547664,
|
| 262 |
+
"zero_directions": 0
|
| 263 |
+
},
|
| 264 |
+
"code_residual_stats": {
|
| 265 |
+
"n_directions": 9,
|
| 266 |
+
"mean_magnitude": 1.0,
|
| 267 |
+
"std_magnitude": 3.700743415417188e-17,
|
| 268 |
+
"mean_cos_with_raw": 0.984247309648536,
|
| 269 |
+
"zero_directions": 0
|
| 270 |
+
},
|
| 271 |
+
"science_residual_stats": {
|
| 272 |
+
"n_directions": 9,
|
| 273 |
+
"mean_magnitude": 1.0,
|
| 274 |
+
"std_magnitude": 6.409875621278546e-17,
|
| 275 |
+
"mean_cos_with_raw": 0.987486698374433,
|
| 276 |
+
"zero_directions": 0
|
| 277 |
+
}
|
| 278 |
+
}
|
phase7_8/domain_maps_3B.json
ADDED
|
@@ -0,0 +1,109 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"inlp_residual": {
|
| 3 |
+
"medical": [
|
| 4 |
+
0,
|
| 5 |
+
1,
|
| 6 |
+
2,
|
| 7 |
+
3
|
| 8 |
+
],
|
| 9 |
+
"legal": [
|
| 10 |
+
4,
|
| 11 |
+
5,
|
| 12 |
+
6
|
| 13 |
+
],
|
| 14 |
+
"code": [
|
| 15 |
+
7,
|
| 16 |
+
8,
|
| 17 |
+
9
|
| 18 |
+
],
|
| 19 |
+
"science": [
|
| 20 |
+
10,
|
| 21 |
+
11,
|
| 22 |
+
12
|
| 23 |
+
]
|
| 24 |
+
},
|
| 25 |
+
"contrastive_residual": {
|
| 26 |
+
"medical": [
|
| 27 |
+
0,
|
| 28 |
+
1,
|
| 29 |
+
2,
|
| 30 |
+
3,
|
| 31 |
+
4,
|
| 32 |
+
5,
|
| 33 |
+
6,
|
| 34 |
+
7
|
| 35 |
+
],
|
| 36 |
+
"legal": [
|
| 37 |
+
8,
|
| 38 |
+
9,
|
| 39 |
+
10,
|
| 40 |
+
11,
|
| 41 |
+
12,
|
| 42 |
+
13,
|
| 43 |
+
14,
|
| 44 |
+
15
|
| 45 |
+
],
|
| 46 |
+
"code": [
|
| 47 |
+
16,
|
| 48 |
+
17,
|
| 49 |
+
18,
|
| 50 |
+
19,
|
| 51 |
+
20,
|
| 52 |
+
21,
|
| 53 |
+
22,
|
| 54 |
+
23
|
| 55 |
+
],
|
| 56 |
+
"science": [
|
| 57 |
+
24,
|
| 58 |
+
25,
|
| 59 |
+
26,
|
| 60 |
+
27,
|
| 61 |
+
28,
|
| 62 |
+
29,
|
| 63 |
+
30,
|
| 64 |
+
31
|
| 65 |
+
]
|
| 66 |
+
},
|
| 67 |
+
"contrastive_raw": {
|
| 68 |
+
"medical": [
|
| 69 |
+
0,
|
| 70 |
+
1,
|
| 71 |
+
2,
|
| 72 |
+
3,
|
| 73 |
+
4,
|
| 74 |
+
5,
|
| 75 |
+
6,
|
| 76 |
+
7
|
| 77 |
+
],
|
| 78 |
+
"legal": [
|
| 79 |
+
8,
|
| 80 |
+
9,
|
| 81 |
+
10,
|
| 82 |
+
11,
|
| 83 |
+
12,
|
| 84 |
+
13,
|
| 85 |
+
14,
|
| 86 |
+
15
|
| 87 |
+
],
|
| 88 |
+
"code": [
|
| 89 |
+
16,
|
| 90 |
+
17,
|
| 91 |
+
18,
|
| 92 |
+
19,
|
| 93 |
+
20,
|
| 94 |
+
21,
|
| 95 |
+
22,
|
| 96 |
+
23
|
| 97 |
+
],
|
| 98 |
+
"science": [
|
| 99 |
+
24,
|
| 100 |
+
25,
|
| 101 |
+
26,
|
| 102 |
+
27,
|
| 103 |
+
28,
|
| 104 |
+
29,
|
| 105 |
+
30,
|
| 106 |
+
31
|
| 107 |
+
]
|
| 108 |
+
}
|
| 109 |
+
}
|
phase7_8/domain_maps_7B.json
ADDED
|
@@ -0,0 +1,132 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"inlp_residual": {
|
| 3 |
+
"medical": [
|
| 4 |
+
0,
|
| 5 |
+
1,
|
| 6 |
+
2,
|
| 7 |
+
3,
|
| 8 |
+
4,
|
| 9 |
+
5,
|
| 10 |
+
6,
|
| 11 |
+
7,
|
| 12 |
+
8
|
| 13 |
+
],
|
| 14 |
+
"legal": [
|
| 15 |
+
9,
|
| 16 |
+
10,
|
| 17 |
+
11,
|
| 18 |
+
12,
|
| 19 |
+
13,
|
| 20 |
+
14,
|
| 21 |
+
15,
|
| 22 |
+
16,
|
| 23 |
+
17
|
| 24 |
+
],
|
| 25 |
+
"code": [
|
| 26 |
+
18,
|
| 27 |
+
19,
|
| 28 |
+
20,
|
| 29 |
+
21,
|
| 30 |
+
22,
|
| 31 |
+
23,
|
| 32 |
+
24,
|
| 33 |
+
25,
|
| 34 |
+
26
|
| 35 |
+
],
|
| 36 |
+
"science": [
|
| 37 |
+
27,
|
| 38 |
+
28,
|
| 39 |
+
29,
|
| 40 |
+
30,
|
| 41 |
+
31,
|
| 42 |
+
32,
|
| 43 |
+
33,
|
| 44 |
+
34,
|
| 45 |
+
35
|
| 46 |
+
]
|
| 47 |
+
},
|
| 48 |
+
"contrastive_residual": {
|
| 49 |
+
"medical": [
|
| 50 |
+
0,
|
| 51 |
+
1,
|
| 52 |
+
2,
|
| 53 |
+
3,
|
| 54 |
+
4,
|
| 55 |
+
5,
|
| 56 |
+
6,
|
| 57 |
+
7
|
| 58 |
+
],
|
| 59 |
+
"legal": [
|
| 60 |
+
8,
|
| 61 |
+
9,
|
| 62 |
+
10,
|
| 63 |
+
11,
|
| 64 |
+
12,
|
| 65 |
+
13,
|
| 66 |
+
14,
|
| 67 |
+
15
|
| 68 |
+
],
|
| 69 |
+
"code": [
|
| 70 |
+
16,
|
| 71 |
+
17,
|
| 72 |
+
18,
|
| 73 |
+
19,
|
| 74 |
+
20,
|
| 75 |
+
21,
|
| 76 |
+
22,
|
| 77 |
+
23
|
| 78 |
+
],
|
| 79 |
+
"science": [
|
| 80 |
+
24,
|
| 81 |
+
25,
|
| 82 |
+
26,
|
| 83 |
+
27,
|
| 84 |
+
28,
|
| 85 |
+
29,
|
| 86 |
+
30,
|
| 87 |
+
31
|
| 88 |
+
]
|
| 89 |
+
},
|
| 90 |
+
"contrastive_raw": {
|
| 91 |
+
"medical": [
|
| 92 |
+
0,
|
| 93 |
+
1,
|
| 94 |
+
2,
|
| 95 |
+
3,
|
| 96 |
+
4,
|
| 97 |
+
5,
|
| 98 |
+
6,
|
| 99 |
+
7
|
| 100 |
+
],
|
| 101 |
+
"legal": [
|
| 102 |
+
8,
|
| 103 |
+
9,
|
| 104 |
+
10,
|
| 105 |
+
11,
|
| 106 |
+
12,
|
| 107 |
+
13,
|
| 108 |
+
14,
|
| 109 |
+
15
|
| 110 |
+
],
|
| 111 |
+
"code": [
|
| 112 |
+
16,
|
| 113 |
+
17,
|
| 114 |
+
18,
|
| 115 |
+
19,
|
| 116 |
+
20,
|
| 117 |
+
21,
|
| 118 |
+
22,
|
| 119 |
+
23
|
| 120 |
+
],
|
| 121 |
+
"science": [
|
| 122 |
+
24,
|
| 123 |
+
25,
|
| 124 |
+
26,
|
| 125 |
+
27,
|
| 126 |
+
28,
|
| 127 |
+
29,
|
| 128 |
+
30,
|
| 129 |
+
31
|
| 130 |
+
]
|
| 131 |
+
}
|
| 132 |
+
}
|
phase7_8/inlp_residual_dirs_3B.npy
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:cc25e4639810517aac4df3829a4fb460cd925e799ec469f80de8d82ec04e7389
|
| 3 |
+
size 213120
|
phase7_8/inlp_residual_dirs_7B.npy
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f0a06433b43586f4605f94511eaaf55e2c8ca7884cbef99b77f9e592a4ef067c
|
| 3 |
+
size 1032320
|
phase7_8/register_dirs_3B.npy
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:583e5907265d8c5d34e62bedadd77b746a0451a05d3f20963e915b2a0190ccd9
|
| 3 |
+
size 131200
|
phase7_8/register_dirs_7B.npy
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c0679e3330e18c62523dd63162a5c69120d86dea72673c11dc9aeb5ee34d67c9
|
| 3 |
+
size 229504
|