depth
int64 1
63
| width
int64 1.07k
120k
| tokens
int64 9.22B
1,214B
| FLOPs_per_token
float64 447M
82,335B
| FLOPs
float64 4,121,582,233B
99,943,359,611,209,840B
| params
float64 124M
13,700B
| params_with_embeds
float64 124M
13,700B
| FLOPs_6N
float64 6,864,654,609B
99,780,438,393,755,410B
| params_pred_loss
float64 2.02
3.45
| wd_ratio
float64 1.07k
4.07k
| wd_pred_loss
float64 1.58
3.84
| bucket
stringlengths 31
48
|
|---|---|---|---|---|---|---|---|---|---|---|---|
1 | 1,065 | 9,224,224,402 | 446,821,548.75 | 4,121,582,233,319,183,000 | 124,033,095 | 124,033,095 | 6,864,654,609,327,505,000 | 3.447789 | 1,065 | 3.835368 | (1e+18, 4.1246263829013647e+18] |
1 | 2,365 | 13,404,620,064 | 1,268,942,523.75 | 17,009,692,413,922,046,000 | 321,410,595 | 321,410,595 | 25,850,321,463,115,067,000 | 3.129235 | 2,365 | 3.507365 | (4.1246263829013647e+18, 1.7012542798525858e+19] |
1 | 4,068 | 24,991,688,043 | 2,806,190,811 | 70,131,445,337,645,170,000 | 655,773,804 | 655,773,804 | 98,333,366,018,036,550,000 | 2.88309 | 4,068 | 3.267467 | (1.7012542798525858e+19, 7.017038286703836e+19] |
2 | 5,971 | 34,124,487,078 | 8,480,829,241.5 | 289,403,947,862,291,300,000 | 1,667,371,895 | 1,667,371,895 | 341,389,264,110,887,240,000 | 2.693466 | 2,985.5 | 2.945366 | (7.017038286703836e+19, 2.89426612471674e+20] |
4 | 8,451 | 41,136,605,981 | 29,000,688,228 | 1,192,989,884,813,061,000,000 | 5,135,174,091 | 5,135,174,091 | 1,267,461,799,351,841,000,000 | 2.534028 | 2,112.75 | 2.67512 | (2.89426612471674e+20, 1.1937766417144357e+21] |
5 | 12,254 | 67,711,326,610 | 72,610,142,632.5 | 4,916,529,082,987,893,000,000 | 12,469,903,226 | 12,469,903,226 | 5,066,122,140,784,672,000,000 | 2.404924 | 2,450.8 | 2.506418 | (1.1937766417144357e+21, 4.923882631706752e+21] |
7 | 17,555 | 100,462,506,171 | 202,136,788,563.75 | 20,307,168,368,471,856,000,000 | 34,102,395,665 | 34,102,395,665 | 20,556,072,809,645,677,000,000 | 2.3027 | 2,507.857143 | 2.338845 | (4.923882631706752e+21, 2.0309176209047305e+22] |
12 | 23,518 | 137,174,867,412 | 610,610,862,972 | 83,760,464,168,511,000,000,000 | 101,808,316,654 | 101,808,316,654 | 83,793,254,030,708,170,000,000 | 2.222992 | 1,959.833333 | 2.157701 | (2.0309176209047305e+22, 8.376776400682923e+22] |
19 | 30,007 | 221,151,239,972 | 1,561,236,431,019.75 | 345,269,372,609,477,600,000,000 | 259,545,756,549 | 259,545,756,549 | 344,393,195,341,693,100,000,000 | 2.160839 | 1,579.315789 | 2.006903 | (8.376776400682923e+22, 3.455107294592233e+23] |
23 | 45,133 | 335,004,082,991 | 4,252,875,244,604.25 | 1,424,730,571,393,771,700,000,000 | 707,063,823,191 | 707,063,823,191 | 1,421,215,606,225,269,100,000,000 | 2.112491 | 1,962.304348 | 1.898612 | (3.455107294592233e+23, 1.4251026703029964e+24] |
35 | 60,464 | 507,470,523,949 | 11,580,572,950,860 | 5,876,799,423,002,541,000,000,000 | 1,925,127,746,896 | 1,925,127,746,896 | 5,861,673,518,316,426,000,000,000 | 2.075016 | 1,727.542857 | 1.772574 | (1.4251026703029964e+24, 5.878016072274924e+24] |
48 | 83,506 | 801,323,012,839 | 30,237,258,804,546 | 24,229,811,325,251,380,000,000,000 | 5,028,549,694,450 | 5,028,549,694,450 | 24,176,955,548,203,840,000,000,000 | 2.045949 | 1,739.708333 | 1.669403 | (5.878016072274924e+24, 2.4244620170823405e+25] |
63 | 120,356 | 1,213,859,262,690 | 82,335,211,900,701 | 99,943,359,611,209,840,000,000,000 | 13,700,165,724,956 | 13,700,165,724,956 | 99,780,438,393,755,400,000,000,000 | 2.023397 | 1,910.412698 | 1.57737 | (2.4244620170823405e+25, 1e+26] |
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