Upload sequence_scaling_evolving_vs_standard_comparison_results.json with huggingface_hub
Browse files
sequence_scaling_evolving_vs_standard_comparison_results.json
ADDED
|
@@ -0,0 +1,422 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"sequence_lengths": [
|
| 3 |
+
512,
|
| 4 |
+
1024,
|
| 5 |
+
2048,
|
| 6 |
+
3072,
|
| 7 |
+
4096,
|
| 8 |
+
5120
|
| 9 |
+
],
|
| 10 |
+
"standard_results": [
|
| 11 |
+
{
|
| 12 |
+
"model_name": "Standard Transformer",
|
| 13 |
+
"sequence_length": 512,
|
| 14 |
+
"final_loss": 0.03328776378184557,
|
| 15 |
+
"accuracy": 0.9951076352596283,
|
| 16 |
+
"training_time": 9.665778160095215,
|
| 17 |
+
"tokens_per_second": 26485.192993243516,
|
| 18 |
+
"peak_memory_gb": 0.9026756286621094,
|
| 19 |
+
"memory_per_token": 0.0017630383372306824,
|
| 20 |
+
"epoch_losses": [
|
| 21 |
+
6.5836547756195065,
|
| 22 |
+
3.973669533729553,
|
| 23 |
+
1.921997892856598,
|
| 24 |
+
0.5247210431098938,
|
| 25 |
+
0.18927060708403587,
|
| 26 |
+
0.13376838326454163,
|
| 27 |
+
0.0982980976998806,
|
| 28 |
+
0.09363731671124696,
|
| 29 |
+
0.0539260071888566,
|
| 30 |
+
0.03328776378184557
|
| 31 |
+
],
|
| 32 |
+
"epoch_accuracies": [
|
| 33 |
+
0.831037182956934,
|
| 34 |
+
0.9167123317718506,
|
| 35 |
+
0.9162818121910096,
|
| 36 |
+
0.9292759251594543,
|
| 37 |
+
0.9471232879161835,
|
| 38 |
+
0.9584735786914825,
|
| 39 |
+
0.9730724024772645,
|
| 40 |
+
0.9714677095413208,
|
| 41 |
+
0.9893542110919953,
|
| 42 |
+
0.9951076352596283
|
| 43 |
+
]
|
| 44 |
+
},
|
| 45 |
+
{
|
| 46 |
+
"model_name": "Standard Transformer",
|
| 47 |
+
"sequence_length": 1024,
|
| 48 |
+
"final_loss": 0.06066654849797487,
|
| 49 |
+
"accuracy": 0.9835777151584625,
|
| 50 |
+
"training_time": 11.377978086471558,
|
| 51 |
+
"tokens_per_second": 44999.20777741427,
|
| 52 |
+
"peak_memory_gb": 1.659592628479004,
|
| 53 |
+
"memory_per_token": 0.0016206959262490273,
|
| 54 |
+
"epoch_losses": [
|
| 55 |
+
6.301756238937378,
|
| 56 |
+
3.738595414161682,
|
| 57 |
+
1.7602844965457916,
|
| 58 |
+
0.4680664813518524,
|
| 59 |
+
0.18318556606769562,
|
| 60 |
+
0.14785409294068813,
|
| 61 |
+
0.11439304552972317,
|
| 62 |
+
0.10017848741263151,
|
| 63 |
+
0.087261603474617,
|
| 64 |
+
0.06066654849797487
|
| 65 |
+
],
|
| 66 |
+
"epoch_accuracies": [
|
| 67 |
+
0.8300097930431366,
|
| 68 |
+
0.9161681532859802,
|
| 69 |
+
0.9163636565208435,
|
| 70 |
+
0.9245943403244019,
|
| 71 |
+
0.9372825109958649,
|
| 72 |
+
0.9586119282245636,
|
| 73 |
+
0.970127079486847,
|
| 74 |
+
0.9730791819095611,
|
| 75 |
+
0.9773216044902802,
|
| 76 |
+
0.9835777151584625
|
| 77 |
+
]
|
| 78 |
+
},
|
| 79 |
+
{
|
| 80 |
+
"model_name": "Standard Transformer",
|
| 81 |
+
"sequence_length": 2048,
|
| 82 |
+
"final_loss": 0.0730670690536499,
|
| 83 |
+
"accuracy": 0.9775280916690826,
|
| 84 |
+
"training_time": 28.390294313430786,
|
| 85 |
+
"tokens_per_second": 36068.66447719668,
|
| 86 |
+
"peak_memory_gb": 3.8180999755859375,
|
| 87 |
+
"memory_per_token": 0.001864306628704071,
|
| 88 |
+
"epoch_losses": [
|
| 89 |
+
6.44004695892334,
|
| 90 |
+
3.8884316730499267,
|
| 91 |
+
1.900984721183777,
|
| 92 |
+
0.5186993965506553,
|
| 93 |
+
0.19203583776950836,
|
| 94 |
+
0.14980140522122384,
|
| 95 |
+
0.13195416167378426,
|
| 96 |
+
0.10139486968517303,
|
| 97 |
+
0.09127418253570795,
|
| 98 |
+
0.0730670690536499
|
| 99 |
+
],
|
| 100 |
+
"epoch_accuracies": [
|
| 101 |
+
0.8233317220211029,
|
| 102 |
+
0.916384973526001,
|
| 103 |
+
0.9164240550994873,
|
| 104 |
+
0.9197459888458251,
|
| 105 |
+
0.9390034282207489,
|
| 106 |
+
0.9465852546691894,
|
| 107 |
+
0.9466634178161621,
|
| 108 |
+
0.9565412795543671,
|
| 109 |
+
0.971402051448822,
|
| 110 |
+
0.9775280916690826
|
| 111 |
+
]
|
| 112 |
+
},
|
| 113 |
+
{
|
| 114 |
+
"model_name": "Standard Transformer",
|
| 115 |
+
"sequence_length": 3072,
|
| 116 |
+
"final_loss": 0.025969552472233773,
|
| 117 |
+
"accuracy": 0.9957082426548004,
|
| 118 |
+
"training_time": 53.895156145095825,
|
| 119 |
+
"tokens_per_second": 28499.778270700266,
|
| 120 |
+
"peak_memory_gb": 6.829500198364258,
|
| 121 |
+
"memory_per_token": 0.0022231445958216987,
|
| 122 |
+
"epoch_losses": [
|
| 123 |
+
6.460166254043579,
|
| 124 |
+
3.9270958280563355,
|
| 125 |
+
1.9453155398368835,
|
| 126 |
+
0.5405870622396469,
|
| 127 |
+
0.19293317347764968,
|
| 128 |
+
0.14484917402267455,
|
| 129 |
+
0.1272141833603382,
|
| 130 |
+
0.09360162641853094,
|
| 131 |
+
0.05707563661038875,
|
| 132 |
+
0.025969552472233773
|
| 133 |
+
],
|
| 134 |
+
"epoch_accuracies": [
|
| 135 |
+
0.8161836442351341,
|
| 136 |
+
0.9164246010780335,
|
| 137 |
+
0.9164701879024506,
|
| 138 |
+
0.9213155269622803,
|
| 139 |
+
0.9434907233715057,
|
| 140 |
+
0.946401823759079,
|
| 141 |
+
0.9519114339351654,
|
| 142 |
+
0.960937807559967,
|
| 143 |
+
0.9834581625461578,
|
| 144 |
+
0.9957082426548004
|
| 145 |
+
]
|
| 146 |
+
},
|
| 147 |
+
{
|
| 148 |
+
"model_name": "Standard Transformer",
|
| 149 |
+
"sequence_length": 4096,
|
| 150 |
+
"final_loss": 0.0780900975316763,
|
| 151 |
+
"accuracy": 0.9711453008651734,
|
| 152 |
+
"training_time": 86.26215529441833,
|
| 153 |
+
"tokens_per_second": 23741.581612585996,
|
| 154 |
+
"peak_memory_gb": 10.702252388000488,
|
| 155 |
+
"memory_per_token": 0.0026128545869141817,
|
| 156 |
+
"epoch_losses": [
|
| 157 |
+
6.541168365478516,
|
| 158 |
+
4.025630803108215,
|
| 159 |
+
2.004136526584625,
|
| 160 |
+
0.5528876739740372,
|
| 161 |
+
0.19134060829877853,
|
| 162 |
+
0.14876344725489615,
|
| 163 |
+
0.13421710915863513,
|
| 164 |
+
0.11020665623247623,
|
| 165 |
+
0.09367744643241167,
|
| 166 |
+
0.0780900975316763
|
| 167 |
+
],
|
| 168 |
+
"epoch_accuracies": [
|
| 169 |
+
0.8303882832825183,
|
| 170 |
+
0.9176801025867463,
|
| 171 |
+
0.9166886496543885,
|
| 172 |
+
0.9211282098293304,
|
| 173 |
+
0.9362881600856781,
|
| 174 |
+
0.9454407846927643,
|
| 175 |
+
0.9440293073654175,
|
| 176 |
+
0.9495384645462036,
|
| 177 |
+
0.9538363885879516,
|
| 178 |
+
0.9711453008651734
|
| 179 |
+
]
|
| 180 |
+
},
|
| 181 |
+
{
|
| 182 |
+
"model_name": "Standard Transformer",
|
| 183 |
+
"sequence_length": 5120,
|
| 184 |
+
"final_loss": 0.09251417938619852,
|
| 185 |
+
"accuracy": 0.9717757427692413,
|
| 186 |
+
"training_time": 121.9770679473877,
|
| 187 |
+
"tokens_per_second": 20987.551538000596,
|
| 188 |
+
"peak_memory_gb": 15.426796913146973,
|
| 189 |
+
"memory_per_token": 0.003013046272099018,
|
| 190 |
+
"epoch_losses": [
|
| 191 |
+
6.472364339828491,
|
| 192 |
+
3.948765754699707,
|
| 193 |
+
1.9408919095993042,
|
| 194 |
+
0.5312824434041977,
|
| 195 |
+
0.1945944583415985,
|
| 196 |
+
0.149873024225235,
|
| 197 |
+
0.13596425794064998,
|
| 198 |
+
0.11659802950918674,
|
| 199 |
+
0.11071917530149221,
|
| 200 |
+
0.09251417938619852
|
| 201 |
+
],
|
| 202 |
+
"epoch_accuracies": [
|
| 203 |
+
0.834295768737793,
|
| 204 |
+
0.9165344882011414,
|
| 205 |
+
0.9165774655342102,
|
| 206 |
+
0.9218089485168457,
|
| 207 |
+
0.9379527246952057,
|
| 208 |
+
0.9450947415828704,
|
| 209 |
+
0.9503262412548065,
|
| 210 |
+
0.9530689609050751,
|
| 211 |
+
0.9593631637096405,
|
| 212 |
+
0.9717757427692413
|
| 213 |
+
]
|
| 214 |
+
}
|
| 215 |
+
],
|
| 216 |
+
"evolving_results": [
|
| 217 |
+
{
|
| 218 |
+
"model_name": "Enhanced EvolvingV2",
|
| 219 |
+
"sequence_length": 512,
|
| 220 |
+
"final_loss": 0.023701316267251967,
|
| 221 |
+
"accuracy": 0.997925637960434,
|
| 222 |
+
"training_time": 14.144592761993408,
|
| 223 |
+
"tokens_per_second": 18098.78900775944,
|
| 224 |
+
"peak_memory_gb": 0.9579839706420898,
|
| 225 |
+
"memory_per_token": 0.0018710624426603317,
|
| 226 |
+
"epoch_losses": [
|
| 227 |
+
6.758911628723144,
|
| 228 |
+
3.9271386098861694,
|
| 229 |
+
1.9434052586555481,
|
| 230 |
+
0.5597807550430298,
|
| 231 |
+
0.18813441932201386,
|
| 232 |
+
0.08941070437431335,
|
| 233 |
+
0.05691454008221626,
|
| 234 |
+
0.04261528745293617,
|
| 235 |
+
0.03124040350317955,
|
| 236 |
+
0.023701316267251967
|
| 237 |
+
],
|
| 238 |
+
"epoch_accuracies": [
|
| 239 |
+
0.7477495014667511,
|
| 240 |
+
0.9143639802932739,
|
| 241 |
+
0.9167514669895173,
|
| 242 |
+
0.9439138972759247,
|
| 243 |
+
0.9740117406845092,
|
| 244 |
+
0.9908806264400483,
|
| 245 |
+
0.994403133392334,
|
| 246 |
+
0.9955773019790649,
|
| 247 |
+
0.9971819984912872,
|
| 248 |
+
0.997925637960434
|
| 249 |
+
]
|
| 250 |
+
},
|
| 251 |
+
{
|
| 252 |
+
"model_name": "Enhanced EvolvingV2",
|
| 253 |
+
"sequence_length": 1024,
|
| 254 |
+
"final_loss": 0.05095433238893747,
|
| 255 |
+
"accuracy": 0.9910850441455841,
|
| 256 |
+
"training_time": 14.54515027999878,
|
| 257 |
+
"tokens_per_second": 35200.73633780585,
|
| 258 |
+
"peak_memory_gb": 1.754532814025879,
|
| 259 |
+
"memory_per_token": 0.0017134109511971474,
|
| 260 |
+
"epoch_losses": [
|
| 261 |
+
6.909470310211182,
|
| 262 |
+
4.068228697776794,
|
| 263 |
+
2.0509207129478453,
|
| 264 |
+
0.600457353591919,
|
| 265 |
+
0.2324465911090374,
|
| 266 |
+
0.10931544981896878,
|
| 267 |
+
0.07694361440837383,
|
| 268 |
+
0.06407738044857979,
|
| 269 |
+
0.05832037657499314,
|
| 270 |
+
0.05095433238893747
|
| 271 |
+
],
|
| 272 |
+
"epoch_accuracies": [
|
| 273 |
+
0.717106561511755,
|
| 274 |
+
0.915620744228363,
|
| 275 |
+
0.9164809584617615,
|
| 276 |
+
0.9381036186218261,
|
| 277 |
+
0.9589638352394104,
|
| 278 |
+
0.9894819152355194,
|
| 279 |
+
0.989872921705246,
|
| 280 |
+
0.9902052783966064,
|
| 281 |
+
0.989521017074585,
|
| 282 |
+
0.9910850441455841
|
| 283 |
+
]
|
| 284 |
+
},
|
| 285 |
+
{
|
| 286 |
+
"model_name": "Enhanced EvolvingV2",
|
| 287 |
+
"sequence_length": 2048,
|
| 288 |
+
"final_loss": 0.018754052240401508,
|
| 289 |
+
"accuracy": 0.9992965316772461,
|
| 290 |
+
"training_time": 30.200936317443848,
|
| 291 |
+
"tokens_per_second": 33906.23354311518,
|
| 292 |
+
"peak_memory_gb": 3.9896059036254883,
|
| 293 |
+
"memory_per_token": 0.001948049757629633,
|
| 294 |
+
"epoch_losses": [
|
| 295 |
+
6.753866548538208,
|
| 296 |
+
3.9650249385833742,
|
| 297 |
+
1.9588222765922547,
|
| 298 |
+
0.5649761053919792,
|
| 299 |
+
0.20239537984132766,
|
| 300 |
+
0.13151364482939243,
|
| 301 |
+
0.07993572667241096,
|
| 302 |
+
0.05622707985341549,
|
| 303 |
+
0.028012692108750344,
|
| 304 |
+
0.018754052240401508
|
| 305 |
+
],
|
| 306 |
+
"epoch_accuracies": [
|
| 307 |
+
0.7431851634383202,
|
| 308 |
+
0.9165119886398315,
|
| 309 |
+
0.9206350946426392,
|
| 310 |
+
0.9392672312259674,
|
| 311 |
+
0.959247682094574,
|
| 312 |
+
0.9705324864387512,
|
| 313 |
+
0.9786126053333283,
|
| 314 |
+
0.9887542760372162,
|
| 315 |
+
0.9975964832305908,
|
| 316 |
+
0.9992965316772461
|
| 317 |
+
]
|
| 318 |
+
},
|
| 319 |
+
{
|
| 320 |
+
"model_name": "Enhanced EvolvingV2",
|
| 321 |
+
"sequence_length": 3072,
|
| 322 |
+
"final_loss": 0.08623358875513076,
|
| 323 |
+
"accuracy": 0.9730250775814057,
|
| 324 |
+
"training_time": 56.42444062232971,
|
| 325 |
+
"tokens_per_second": 27222.24594623868,
|
| 326 |
+
"peak_memory_gb": 7.079370498657227,
|
| 327 |
+
"memory_per_token": 0.002304482584198316,
|
| 328 |
+
"epoch_losses": [
|
| 329 |
+
6.792863779067993,
|
| 330 |
+
3.9741513299942017,
|
| 331 |
+
1.9828063797950746,
|
| 332 |
+
0.5686553227901459,
|
| 333 |
+
0.19865681141614913,
|
| 334 |
+
0.15664283394813538,
|
| 335 |
+
0.15015354700386524,
|
| 336 |
+
0.1367076328396797,
|
| 337 |
+
0.1161718288809061,
|
| 338 |
+
0.08623358875513076
|
| 339 |
+
],
|
| 340 |
+
"epoch_accuracies": [
|
| 341 |
+
0.7555063490476459,
|
| 342 |
+
0.9159426808357238,
|
| 343 |
+
0.9160403740406037,
|
| 344 |
+
0.9177857375144959,
|
| 345 |
+
0.9214327621459961,
|
| 346 |
+
0.9234842097759247,
|
| 347 |
+
0.9362292420864106,
|
| 348 |
+
0.9227287554740906,
|
| 349 |
+
0.946440898180008,
|
| 350 |
+
0.9730250775814057
|
| 351 |
+
]
|
| 352 |
+
},
|
| 353 |
+
{
|
| 354 |
+
"model_name": "Enhanced EvolvingV2",
|
| 355 |
+
"sequence_length": 4096,
|
| 356 |
+
"final_loss": 0.037728138417005536,
|
| 357 |
+
"accuracy": 0.9917802202701569,
|
| 358 |
+
"training_time": 89.4126889705658,
|
| 359 |
+
"tokens_per_second": 22905.02638472478,
|
| 360 |
+
"peak_memory_gb": 11.029587745666504,
|
| 361 |
+
"memory_per_token": 0.0026927704457193613,
|
| 362 |
+
"epoch_losses": [
|
| 363 |
+
6.721513662338257,
|
| 364 |
+
3.8917127656936645,
|
| 365 |
+
1.8854751253128053,
|
| 366 |
+
0.5252090585231781,
|
| 367 |
+
0.2000887256860733,
|
| 368 |
+
0.1507011979073286,
|
| 369 |
+
0.14297342829406262,
|
| 370 |
+
0.12304322022944689,
|
| 371 |
+
0.10703205857425928,
|
| 372 |
+
0.037728138417005536
|
| 373 |
+
],
|
| 374 |
+
"epoch_accuracies": [
|
| 375 |
+
0.7368840107321739,
|
| 376 |
+
0.9161221051216125,
|
| 377 |
+
0.9162149012088776,
|
| 378 |
+
0.9189108717441559,
|
| 379 |
+
0.9319169759750366,
|
| 380 |
+
0.9446105039119721,
|
| 381 |
+
0.9375628852844238,
|
| 382 |
+
0.9541782689094543,
|
| 383 |
+
0.9636923098564147,
|
| 384 |
+
0.9917802202701569
|
| 385 |
+
]
|
| 386 |
+
},
|
| 387 |
+
{
|
| 388 |
+
"model_name": "Enhanced EvolvingV2",
|
| 389 |
+
"sequence_length": 5120,
|
| 390 |
+
"final_loss": 0.11780349925160408,
|
| 391 |
+
"accuracy": 0.9376206243038178,
|
| 392 |
+
"training_time": 125.72681307792664,
|
| 393 |
+
"tokens_per_second": 20361.607339981554,
|
| 394 |
+
"peak_memory_gb": 15.83166217803955,
|
| 395 |
+
"memory_per_token": 0.00309212151914835,
|
| 396 |
+
"epoch_losses": [
|
| 397 |
+
6.937782335281372,
|
| 398 |
+
4.0884260034561155,
|
| 399 |
+
2.0966471242904663,
|
| 400 |
+
0.6259998613595963,
|
| 401 |
+
0.20839023172855378,
|
| 402 |
+
0.15826285511255264,
|
| 403 |
+
0.14307446599006654,
|
| 404 |
+
0.14129251010715962,
|
| 405 |
+
0.13171458050608634,
|
| 406 |
+
0.11780349925160408
|
| 407 |
+
],
|
| 408 |
+
"epoch_accuracies": [
|
| 409 |
+
0.7348935326933861,
|
| 410 |
+
0.9161476850509643,
|
| 411 |
+
0.9162453651428223,
|
| 412 |
+
0.9169837927818298,
|
| 413 |
+
0.9206798219680786,
|
| 414 |
+
0.9192146873474121,
|
| 415 |
+
0.9260832214355469,
|
| 416 |
+
0.9281617534160614,
|
| 417 |
+
0.9266419184207916,
|
| 418 |
+
0.9376206243038178
|
| 419 |
+
]
|
| 420 |
+
}
|
| 421 |
+
]
|
| 422 |
+
}
|