1046 lines
28 KiB
JSON
1046 lines
28 KiB
JSON
{
|
|
"best_global_step": null,
|
|
"best_metric": null,
|
|
"best_model_checkpoint": null,
|
|
"epoch": 0.5847953216374269,
|
|
"eval_steps": 500,
|
|
"global_step": 500,
|
|
"is_hyper_param_search": false,
|
|
"is_local_process_zero": true,
|
|
"is_world_process_zero": true,
|
|
"log_history": [
|
|
{
|
|
"entropy": 10.691974544525147,
|
|
"epoch": 0.005847953216374269,
|
|
"grad_norm": 13.5,
|
|
"learning_rate": 2e-06,
|
|
"loss": 10.8755,
|
|
"mean_token_accuracy": 0.0,
|
|
"num_tokens": 13999.0,
|
|
"step": 5
|
|
},
|
|
{
|
|
"entropy": 10.691928291320801,
|
|
"epoch": 0.011695906432748537,
|
|
"grad_norm": 13.1875,
|
|
"learning_rate": 4.5e-06,
|
|
"loss": 10.7881,
|
|
"mean_token_accuracy": 8.032128680497408e-05,
|
|
"num_tokens": 25888.0,
|
|
"step": 10
|
|
},
|
|
{
|
|
"entropy": 10.690763854980469,
|
|
"epoch": 0.017543859649122806,
|
|
"grad_norm": 10.5625,
|
|
"learning_rate": 7e-06,
|
|
"loss": 10.5299,
|
|
"mean_token_accuracy": 0.029781045974232256,
|
|
"num_tokens": 37699.0,
|
|
"step": 15
|
|
},
|
|
{
|
|
"entropy": 10.669985389709472,
|
|
"epoch": 0.023391812865497075,
|
|
"grad_norm": 5.9375,
|
|
"learning_rate": 9.5e-06,
|
|
"loss": 10.2235,
|
|
"mean_token_accuracy": 0.05048878975212574,
|
|
"num_tokens": 49648.0,
|
|
"step": 20
|
|
},
|
|
{
|
|
"entropy": 10.5446457862854,
|
|
"epoch": 0.029239766081871343,
|
|
"grad_norm": 4.0,
|
|
"learning_rate": 1.2e-05,
|
|
"loss": 9.9371,
|
|
"mean_token_accuracy": 0.049999012425541875,
|
|
"num_tokens": 62255.0,
|
|
"step": 25
|
|
},
|
|
{
|
|
"entropy": 10.506792068481445,
|
|
"epoch": 0.03508771929824561,
|
|
"grad_norm": 3.4375,
|
|
"learning_rate": 1.4500000000000002e-05,
|
|
"loss": 9.8635,
|
|
"mean_token_accuracy": 0.048928847163915636,
|
|
"num_tokens": 76003.0,
|
|
"step": 30
|
|
},
|
|
{
|
|
"entropy": 10.482833862304688,
|
|
"epoch": 0.04093567251461988,
|
|
"grad_norm": 2.484375,
|
|
"learning_rate": 1.7000000000000003e-05,
|
|
"loss": 9.7065,
|
|
"mean_token_accuracy": 0.06288735270500183,
|
|
"num_tokens": 87585.0,
|
|
"step": 35
|
|
},
|
|
{
|
|
"entropy": 10.464082145690918,
|
|
"epoch": 0.04678362573099415,
|
|
"grad_norm": 2.984375,
|
|
"learning_rate": 1.95e-05,
|
|
"loss": 9.6752,
|
|
"mean_token_accuracy": 0.061649443581700325,
|
|
"num_tokens": 100404.0,
|
|
"step": 40
|
|
},
|
|
{
|
|
"entropy": 10.373864269256591,
|
|
"epoch": 0.05263157894736842,
|
|
"grad_norm": 2.25,
|
|
"learning_rate": 2.2e-05,
|
|
"loss": 9.6279,
|
|
"mean_token_accuracy": 0.0631986454129219,
|
|
"num_tokens": 113130.0,
|
|
"step": 45
|
|
},
|
|
{
|
|
"entropy": 10.265812587738036,
|
|
"epoch": 0.05847953216374269,
|
|
"grad_norm": 3.265625,
|
|
"learning_rate": 2.4500000000000003e-05,
|
|
"loss": 9.4722,
|
|
"mean_token_accuracy": 0.0745375208556652,
|
|
"num_tokens": 125430.0,
|
|
"step": 50
|
|
},
|
|
{
|
|
"entropy": 10.30671148300171,
|
|
"epoch": 0.06432748538011696,
|
|
"grad_norm": 2.703125,
|
|
"learning_rate": 2.7e-05,
|
|
"loss": 9.5423,
|
|
"mean_token_accuracy": 0.06626624949276447,
|
|
"num_tokens": 137550.0,
|
|
"step": 55
|
|
},
|
|
{
|
|
"entropy": 10.23580093383789,
|
|
"epoch": 0.07017543859649122,
|
|
"grad_norm": 2.609375,
|
|
"learning_rate": 2.95e-05,
|
|
"loss": 9.4244,
|
|
"mean_token_accuracy": 0.08311915919184684,
|
|
"num_tokens": 149530.0,
|
|
"step": 60
|
|
},
|
|
{
|
|
"entropy": 10.123470211029053,
|
|
"epoch": 0.07602339181286549,
|
|
"grad_norm": 2.828125,
|
|
"learning_rate": 3.2e-05,
|
|
"loss": 9.4496,
|
|
"mean_token_accuracy": 0.07575741671025753,
|
|
"num_tokens": 161671.0,
|
|
"step": 65
|
|
},
|
|
{
|
|
"entropy": 10.18219289779663,
|
|
"epoch": 0.08187134502923976,
|
|
"grad_norm": 2.078125,
|
|
"learning_rate": 3.4500000000000005e-05,
|
|
"loss": 9.3854,
|
|
"mean_token_accuracy": 0.07742468379437924,
|
|
"num_tokens": 174160.0,
|
|
"step": 70
|
|
},
|
|
{
|
|
"entropy": 10.220508003234864,
|
|
"epoch": 0.08771929824561403,
|
|
"grad_norm": 2.515625,
|
|
"learning_rate": 3.7e-05,
|
|
"loss": 9.3404,
|
|
"mean_token_accuracy": 0.07739944010972977,
|
|
"num_tokens": 186969.0,
|
|
"step": 75
|
|
},
|
|
{
|
|
"entropy": 10.152502727508544,
|
|
"epoch": 0.0935672514619883,
|
|
"grad_norm": 2.078125,
|
|
"learning_rate": 3.95e-05,
|
|
"loss": 9.2504,
|
|
"mean_token_accuracy": 0.08422459289431572,
|
|
"num_tokens": 199470.0,
|
|
"step": 80
|
|
},
|
|
{
|
|
"entropy": 10.011490631103516,
|
|
"epoch": 0.09941520467836257,
|
|
"grad_norm": 2.484375,
|
|
"learning_rate": 4.2000000000000004e-05,
|
|
"loss": 9.1723,
|
|
"mean_token_accuracy": 0.09044785127043724,
|
|
"num_tokens": 211306.0,
|
|
"step": 85
|
|
},
|
|
{
|
|
"entropy": 10.162246799468994,
|
|
"epoch": 0.10526315789473684,
|
|
"grad_norm": 2.21875,
|
|
"learning_rate": 4.45e-05,
|
|
"loss": 9.1514,
|
|
"mean_token_accuracy": 0.08413446620106697,
|
|
"num_tokens": 223323.0,
|
|
"step": 90
|
|
},
|
|
{
|
|
"entropy": 9.993253993988038,
|
|
"epoch": 0.1111111111111111,
|
|
"grad_norm": 2.046875,
|
|
"learning_rate": 4.7000000000000004e-05,
|
|
"loss": 9.0369,
|
|
"mean_token_accuracy": 0.09222856536507607,
|
|
"num_tokens": 235896.0,
|
|
"step": 95
|
|
},
|
|
{
|
|
"entropy": 10.006341552734375,
|
|
"epoch": 0.11695906432748537,
|
|
"grad_norm": 2.375,
|
|
"learning_rate": 4.9500000000000004e-05,
|
|
"loss": 9.0269,
|
|
"mean_token_accuracy": 0.08629260584712029,
|
|
"num_tokens": 247879.0,
|
|
"step": 100
|
|
},
|
|
{
|
|
"entropy": 9.960891246795654,
|
|
"epoch": 0.12280701754385964,
|
|
"grad_norm": 2.265625,
|
|
"learning_rate": 5.2e-05,
|
|
"loss": 8.8842,
|
|
"mean_token_accuracy": 0.08838528990745545,
|
|
"num_tokens": 259714.0,
|
|
"step": 105
|
|
},
|
|
{
|
|
"entropy": 9.847960281372071,
|
|
"epoch": 0.1286549707602339,
|
|
"grad_norm": 1.84375,
|
|
"learning_rate": 5.45e-05,
|
|
"loss": 8.8575,
|
|
"mean_token_accuracy": 0.09311703070998192,
|
|
"num_tokens": 272429.0,
|
|
"step": 110
|
|
},
|
|
{
|
|
"entropy": 9.824352073669434,
|
|
"epoch": 0.13450292397660818,
|
|
"grad_norm": 2.0625,
|
|
"learning_rate": 5.7e-05,
|
|
"loss": 8.834,
|
|
"mean_token_accuracy": 0.08550347462296486,
|
|
"num_tokens": 285924.0,
|
|
"step": 115
|
|
},
|
|
{
|
|
"entropy": 9.759407234191894,
|
|
"epoch": 0.14035087719298245,
|
|
"grad_norm": 1.3828125,
|
|
"learning_rate": 5.9499999999999996e-05,
|
|
"loss": 8.6848,
|
|
"mean_token_accuracy": 0.09789064452052117,
|
|
"num_tokens": 299453.0,
|
|
"step": 120
|
|
},
|
|
{
|
|
"entropy": 9.61653537750244,
|
|
"epoch": 0.14619883040935672,
|
|
"grad_norm": 2.046875,
|
|
"learning_rate": 6.2e-05,
|
|
"loss": 8.6997,
|
|
"mean_token_accuracy": 0.09431982859969139,
|
|
"num_tokens": 312295.0,
|
|
"step": 125
|
|
},
|
|
{
|
|
"entropy": 9.595601081848145,
|
|
"epoch": 0.15204678362573099,
|
|
"grad_norm": 1.8671875,
|
|
"learning_rate": 6.450000000000001e-05,
|
|
"loss": 8.5501,
|
|
"mean_token_accuracy": 0.09463789388537407,
|
|
"num_tokens": 324730.0,
|
|
"step": 130
|
|
},
|
|
{
|
|
"entropy": 9.421235179901123,
|
|
"epoch": 0.15789473684210525,
|
|
"grad_norm": 1.4296875,
|
|
"learning_rate": 6.7e-05,
|
|
"loss": 8.4792,
|
|
"mean_token_accuracy": 0.09828749150037766,
|
|
"num_tokens": 336481.0,
|
|
"step": 135
|
|
},
|
|
{
|
|
"entropy": 9.258519268035888,
|
|
"epoch": 0.16374269005847952,
|
|
"grad_norm": 1.4296875,
|
|
"learning_rate": 6.950000000000001e-05,
|
|
"loss": 8.4926,
|
|
"mean_token_accuracy": 0.0937332771718502,
|
|
"num_tokens": 348987.0,
|
|
"step": 140
|
|
},
|
|
{
|
|
"entropy": 9.255396842956543,
|
|
"epoch": 0.1695906432748538,
|
|
"grad_norm": 1.15625,
|
|
"learning_rate": 7.2e-05,
|
|
"loss": 8.4024,
|
|
"mean_token_accuracy": 0.09496198520064354,
|
|
"num_tokens": 360390.0,
|
|
"step": 145
|
|
},
|
|
{
|
|
"entropy": 9.080035209655762,
|
|
"epoch": 0.17543859649122806,
|
|
"grad_norm": 1.40625,
|
|
"learning_rate": 7.45e-05,
|
|
"loss": 8.3663,
|
|
"mean_token_accuracy": 0.0986220009624958,
|
|
"num_tokens": 372456.0,
|
|
"step": 150
|
|
},
|
|
{
|
|
"entropy": 9.131995296478271,
|
|
"epoch": 0.18128654970760233,
|
|
"grad_norm": 1.3359375,
|
|
"learning_rate": 7.7e-05,
|
|
"loss": 8.3326,
|
|
"mean_token_accuracy": 0.09041213691234588,
|
|
"num_tokens": 384185.0,
|
|
"step": 155
|
|
},
|
|
{
|
|
"entropy": 8.906043529510498,
|
|
"epoch": 0.1871345029239766,
|
|
"grad_norm": 1.203125,
|
|
"learning_rate": 7.950000000000001e-05,
|
|
"loss": 8.2872,
|
|
"mean_token_accuracy": 0.0966079480946064,
|
|
"num_tokens": 395399.0,
|
|
"step": 160
|
|
},
|
|
{
|
|
"entropy": 8.800198173522949,
|
|
"epoch": 0.19298245614035087,
|
|
"grad_norm": 1.9140625,
|
|
"learning_rate": 8.2e-05,
|
|
"loss": 8.2863,
|
|
"mean_token_accuracy": 0.09909554198384285,
|
|
"num_tokens": 408676.0,
|
|
"step": 165
|
|
},
|
|
{
|
|
"entropy": 8.711225223541259,
|
|
"epoch": 0.19883040935672514,
|
|
"grad_norm": 1.0859375,
|
|
"learning_rate": 8.450000000000001e-05,
|
|
"loss": 8.2698,
|
|
"mean_token_accuracy": 0.09550312235951423,
|
|
"num_tokens": 421861.0,
|
|
"step": 170
|
|
},
|
|
{
|
|
"entropy": 8.798204135894775,
|
|
"epoch": 0.2046783625730994,
|
|
"grad_norm": 1.484375,
|
|
"learning_rate": 8.7e-05,
|
|
"loss": 8.3183,
|
|
"mean_token_accuracy": 0.09797023683786392,
|
|
"num_tokens": 434852.0,
|
|
"step": 175
|
|
},
|
|
{
|
|
"entropy": 8.719051837921143,
|
|
"epoch": 0.21052631578947367,
|
|
"grad_norm": 1.4296875,
|
|
"learning_rate": 8.95e-05,
|
|
"loss": 8.2497,
|
|
"mean_token_accuracy": 0.09236074090003968,
|
|
"num_tokens": 447313.0,
|
|
"step": 180
|
|
},
|
|
{
|
|
"entropy": 8.575885391235351,
|
|
"epoch": 0.21637426900584794,
|
|
"grad_norm": 1.125,
|
|
"learning_rate": 9.2e-05,
|
|
"loss": 8.1896,
|
|
"mean_token_accuracy": 0.10111410841345787,
|
|
"num_tokens": 460271.0,
|
|
"step": 185
|
|
},
|
|
{
|
|
"entropy": 8.562645149230956,
|
|
"epoch": 0.2222222222222222,
|
|
"grad_norm": 1.3203125,
|
|
"learning_rate": 9.45e-05,
|
|
"loss": 8.1582,
|
|
"mean_token_accuracy": 0.1076015666127205,
|
|
"num_tokens": 473006.0,
|
|
"step": 190
|
|
},
|
|
{
|
|
"entropy": 8.600567626953126,
|
|
"epoch": 0.22807017543859648,
|
|
"grad_norm": 1.1796875,
|
|
"learning_rate": 9.7e-05,
|
|
"loss": 8.1814,
|
|
"mean_token_accuracy": 0.09954929873347282,
|
|
"num_tokens": 486100.0,
|
|
"step": 195
|
|
},
|
|
{
|
|
"entropy": 8.427424430847168,
|
|
"epoch": 0.23391812865497075,
|
|
"grad_norm": 1.5390625,
|
|
"learning_rate": 9.95e-05,
|
|
"loss": 8.0686,
|
|
"mean_token_accuracy": 0.108884796500206,
|
|
"num_tokens": 499460.0,
|
|
"step": 200
|
|
},
|
|
{
|
|
"entropy": 8.508369827270508,
|
|
"epoch": 0.23976608187134502,
|
|
"grad_norm": 1.3359375,
|
|
"learning_rate": 0.000102,
|
|
"loss": 8.0849,
|
|
"mean_token_accuracy": 0.10188826620578766,
|
|
"num_tokens": 511795.0,
|
|
"step": 205
|
|
},
|
|
{
|
|
"entropy": 8.331426906585694,
|
|
"epoch": 0.24561403508771928,
|
|
"grad_norm": 1.2578125,
|
|
"learning_rate": 0.00010449999999999999,
|
|
"loss": 8.1497,
|
|
"mean_token_accuracy": 0.10387411639094353,
|
|
"num_tokens": 524897.0,
|
|
"step": 210
|
|
},
|
|
{
|
|
"entropy": 8.393550872802734,
|
|
"epoch": 0.25146198830409355,
|
|
"grad_norm": 1.2109375,
|
|
"learning_rate": 0.000107,
|
|
"loss": 8.0901,
|
|
"mean_token_accuracy": 0.10539199337363243,
|
|
"num_tokens": 538325.0,
|
|
"step": 215
|
|
},
|
|
{
|
|
"entropy": 8.538016510009765,
|
|
"epoch": 0.2573099415204678,
|
|
"grad_norm": 1.15625,
|
|
"learning_rate": 0.0001095,
|
|
"loss": 8.1375,
|
|
"mean_token_accuracy": 0.09665202274918556,
|
|
"num_tokens": 550979.0,
|
|
"step": 220
|
|
},
|
|
{
|
|
"entropy": 8.389378452301026,
|
|
"epoch": 0.2631578947368421,
|
|
"grad_norm": 1.15625,
|
|
"learning_rate": 0.000112,
|
|
"loss": 8.1055,
|
|
"mean_token_accuracy": 0.10522033721208572,
|
|
"num_tokens": 563001.0,
|
|
"step": 225
|
|
},
|
|
{
|
|
"entropy": 8.339937973022462,
|
|
"epoch": 0.26900584795321636,
|
|
"grad_norm": 1.421875,
|
|
"learning_rate": 0.0001145,
|
|
"loss": 8.0235,
|
|
"mean_token_accuracy": 0.1068884126842022,
|
|
"num_tokens": 573600.0,
|
|
"step": 230
|
|
},
|
|
{
|
|
"entropy": 8.336192607879639,
|
|
"epoch": 0.27485380116959063,
|
|
"grad_norm": 1.296875,
|
|
"learning_rate": 0.00011700000000000001,
|
|
"loss": 8.0318,
|
|
"mean_token_accuracy": 0.10861181318759919,
|
|
"num_tokens": 585287.0,
|
|
"step": 235
|
|
},
|
|
{
|
|
"entropy": 8.343888473510741,
|
|
"epoch": 0.2807017543859649,
|
|
"grad_norm": 1.484375,
|
|
"learning_rate": 0.00011949999999999999,
|
|
"loss": 8.0583,
|
|
"mean_token_accuracy": 0.10137449800968171,
|
|
"num_tokens": 597386.0,
|
|
"step": 240
|
|
},
|
|
{
|
|
"entropy": 8.288441467285157,
|
|
"epoch": 0.28654970760233917,
|
|
"grad_norm": 1.015625,
|
|
"learning_rate": 0.000122,
|
|
"loss": 8.0481,
|
|
"mean_token_accuracy": 0.10464474633336067,
|
|
"num_tokens": 609256.0,
|
|
"step": 245
|
|
},
|
|
{
|
|
"entropy": 8.411810398101807,
|
|
"epoch": 0.29239766081871343,
|
|
"grad_norm": 1.3515625,
|
|
"learning_rate": 0.0001245,
|
|
"loss": 8.0474,
|
|
"mean_token_accuracy": 0.10834256708621978,
|
|
"num_tokens": 621506.0,
|
|
"step": 250
|
|
},
|
|
{
|
|
"entropy": 8.100932836532593,
|
|
"epoch": 0.2982456140350877,
|
|
"grad_norm": 1.328125,
|
|
"learning_rate": 0.000127,
|
|
"loss": 7.9646,
|
|
"mean_token_accuracy": 0.1123759962618351,
|
|
"num_tokens": 633512.0,
|
|
"step": 255
|
|
},
|
|
{
|
|
"entropy": 8.300220108032226,
|
|
"epoch": 0.30409356725146197,
|
|
"grad_norm": 1.2890625,
|
|
"learning_rate": 0.0001295,
|
|
"loss": 8.0895,
|
|
"mean_token_accuracy": 0.10339951142668724,
|
|
"num_tokens": 647098.0,
|
|
"step": 260
|
|
},
|
|
{
|
|
"entropy": 8.343167591094971,
|
|
"epoch": 0.30994152046783624,
|
|
"grad_norm": 1.1484375,
|
|
"learning_rate": 0.000132,
|
|
"loss": 8.0972,
|
|
"mean_token_accuracy": 0.09793601483106613,
|
|
"num_tokens": 659559.0,
|
|
"step": 265
|
|
},
|
|
{
|
|
"entropy": 8.258354759216308,
|
|
"epoch": 0.3157894736842105,
|
|
"grad_norm": 1.0390625,
|
|
"learning_rate": 0.00013450000000000002,
|
|
"loss": 8.0199,
|
|
"mean_token_accuracy": 0.10353473275899887,
|
|
"num_tokens": 672621.0,
|
|
"step": 270
|
|
},
|
|
{
|
|
"entropy": 8.298446559906006,
|
|
"epoch": 0.3216374269005848,
|
|
"grad_norm": 1.234375,
|
|
"learning_rate": 0.00013700000000000002,
|
|
"loss": 7.9906,
|
|
"mean_token_accuracy": 0.10663355737924576,
|
|
"num_tokens": 685652.0,
|
|
"step": 275
|
|
},
|
|
{
|
|
"entropy": 8.19245777130127,
|
|
"epoch": 0.32748538011695905,
|
|
"grad_norm": 1.140625,
|
|
"learning_rate": 0.0001395,
|
|
"loss": 8.04,
|
|
"mean_token_accuracy": 0.11108417361974716,
|
|
"num_tokens": 696910.0,
|
|
"step": 280
|
|
},
|
|
{
|
|
"entropy": 8.219241619110107,
|
|
"epoch": 0.3333333333333333,
|
|
"grad_norm": 1.78125,
|
|
"learning_rate": 0.00014199999999999998,
|
|
"loss": 7.9193,
|
|
"mean_token_accuracy": 0.11071920469403267,
|
|
"num_tokens": 709054.0,
|
|
"step": 285
|
|
},
|
|
{
|
|
"entropy": 8.26666088104248,
|
|
"epoch": 0.3391812865497076,
|
|
"grad_norm": 1.0078125,
|
|
"learning_rate": 0.0001445,
|
|
"loss": 7.9479,
|
|
"mean_token_accuracy": 0.11016275808215141,
|
|
"num_tokens": 720902.0,
|
|
"step": 290
|
|
},
|
|
{
|
|
"entropy": 8.227052402496337,
|
|
"epoch": 0.34502923976608185,
|
|
"grad_norm": 1.21875,
|
|
"learning_rate": 0.000147,
|
|
"loss": 8.0106,
|
|
"mean_token_accuracy": 0.10988251566886902,
|
|
"num_tokens": 733319.0,
|
|
"step": 295
|
|
},
|
|
{
|
|
"entropy": 8.17465419769287,
|
|
"epoch": 0.3508771929824561,
|
|
"grad_norm": 1.1953125,
|
|
"learning_rate": 0.0001495,
|
|
"loss": 7.8917,
|
|
"mean_token_accuracy": 0.11573786139488221,
|
|
"num_tokens": 744817.0,
|
|
"step": 300
|
|
},
|
|
{
|
|
"entropy": 8.232967758178711,
|
|
"epoch": 0.3567251461988304,
|
|
"grad_norm": 1.078125,
|
|
"learning_rate": 0.000152,
|
|
"loss": 7.9535,
|
|
"mean_token_accuracy": 0.10650328993797302,
|
|
"num_tokens": 756582.0,
|
|
"step": 305
|
|
},
|
|
{
|
|
"entropy": 8.144847440719605,
|
|
"epoch": 0.36257309941520466,
|
|
"grad_norm": 1.453125,
|
|
"learning_rate": 0.00015450000000000001,
|
|
"loss": 7.8627,
|
|
"mean_token_accuracy": 0.12130056619644165,
|
|
"num_tokens": 769273.0,
|
|
"step": 310
|
|
},
|
|
{
|
|
"entropy": 8.138186359405518,
|
|
"epoch": 0.3684210526315789,
|
|
"grad_norm": 1.296875,
|
|
"learning_rate": 0.000157,
|
|
"loss": 7.9351,
|
|
"mean_token_accuracy": 0.11499258056282997,
|
|
"num_tokens": 782001.0,
|
|
"step": 315
|
|
},
|
|
{
|
|
"entropy": 8.08138952255249,
|
|
"epoch": 0.3742690058479532,
|
|
"grad_norm": 1.2734375,
|
|
"learning_rate": 0.0001595,
|
|
"loss": 7.926,
|
|
"mean_token_accuracy": 0.11798002570867538,
|
|
"num_tokens": 794575.0,
|
|
"step": 320
|
|
},
|
|
{
|
|
"entropy": 8.198786306381226,
|
|
"epoch": 0.38011695906432746,
|
|
"grad_norm": 1.171875,
|
|
"learning_rate": 0.000162,
|
|
"loss": 7.9014,
|
|
"mean_token_accuracy": 0.11587951257824898,
|
|
"num_tokens": 805583.0,
|
|
"step": 325
|
|
},
|
|
{
|
|
"entropy": 8.112969303131104,
|
|
"epoch": 0.38596491228070173,
|
|
"grad_norm": 1.4765625,
|
|
"learning_rate": 0.00016450000000000001,
|
|
"loss": 7.9467,
|
|
"mean_token_accuracy": 0.1160537801682949,
|
|
"num_tokens": 817617.0,
|
|
"step": 330
|
|
},
|
|
{
|
|
"entropy": 8.17340841293335,
|
|
"epoch": 0.391812865497076,
|
|
"grad_norm": 1.0234375,
|
|
"learning_rate": 0.00016700000000000002,
|
|
"loss": 7.8426,
|
|
"mean_token_accuracy": 0.11603786572813987,
|
|
"num_tokens": 830043.0,
|
|
"step": 335
|
|
},
|
|
{
|
|
"entropy": 8.051109790802002,
|
|
"epoch": 0.39766081871345027,
|
|
"grad_norm": 1.203125,
|
|
"learning_rate": 0.00016950000000000003,
|
|
"loss": 7.8356,
|
|
"mean_token_accuracy": 0.12449322417378425,
|
|
"num_tokens": 843200.0,
|
|
"step": 340
|
|
},
|
|
{
|
|
"entropy": 8.152585649490357,
|
|
"epoch": 0.40350877192982454,
|
|
"grad_norm": 1.9921875,
|
|
"learning_rate": 0.00017199999999999998,
|
|
"loss": 7.8698,
|
|
"mean_token_accuracy": 0.12035520151257514,
|
|
"num_tokens": 856031.0,
|
|
"step": 345
|
|
},
|
|
{
|
|
"entropy": 8.055157375335693,
|
|
"epoch": 0.4093567251461988,
|
|
"grad_norm": 1.28125,
|
|
"learning_rate": 0.00017449999999999999,
|
|
"loss": 7.8494,
|
|
"mean_token_accuracy": 0.1174808993935585,
|
|
"num_tokens": 869119.0,
|
|
"step": 350
|
|
},
|
|
{
|
|
"entropy": 7.974756145477295,
|
|
"epoch": 0.4152046783625731,
|
|
"grad_norm": 1.0625,
|
|
"learning_rate": 0.000177,
|
|
"loss": 7.8566,
|
|
"mean_token_accuracy": 0.12319247648119927,
|
|
"num_tokens": 880802.0,
|
|
"step": 355
|
|
},
|
|
{
|
|
"entropy": 8.131376028060913,
|
|
"epoch": 0.42105263157894735,
|
|
"grad_norm": 1.125,
|
|
"learning_rate": 0.0001795,
|
|
"loss": 7.8644,
|
|
"mean_token_accuracy": 0.11949887052178383,
|
|
"num_tokens": 894237.0,
|
|
"step": 360
|
|
},
|
|
{
|
|
"entropy": 8.112016677856445,
|
|
"epoch": 0.4269005847953216,
|
|
"grad_norm": 1.109375,
|
|
"learning_rate": 0.000182,
|
|
"loss": 7.8648,
|
|
"mean_token_accuracy": 0.12209260165691375,
|
|
"num_tokens": 906695.0,
|
|
"step": 365
|
|
},
|
|
{
|
|
"entropy": 8.052251434326172,
|
|
"epoch": 0.4327485380116959,
|
|
"grad_norm": 1.34375,
|
|
"learning_rate": 0.0001845,
|
|
"loss": 7.8327,
|
|
"mean_token_accuracy": 0.1234503522515297,
|
|
"num_tokens": 918955.0,
|
|
"step": 370
|
|
},
|
|
{
|
|
"entropy": 7.96677598953247,
|
|
"epoch": 0.43859649122807015,
|
|
"grad_norm": 1.015625,
|
|
"learning_rate": 0.000187,
|
|
"loss": 7.8616,
|
|
"mean_token_accuracy": 0.12289973944425583,
|
|
"num_tokens": 931812.0,
|
|
"step": 375
|
|
},
|
|
{
|
|
"entropy": 8.08064661026001,
|
|
"epoch": 0.4444444444444444,
|
|
"grad_norm": 1.0859375,
|
|
"learning_rate": 0.0001895,
|
|
"loss": 7.8693,
|
|
"mean_token_accuracy": 0.11234893426299095,
|
|
"num_tokens": 945261.0,
|
|
"step": 380
|
|
},
|
|
{
|
|
"entropy": 8.010916709899902,
|
|
"epoch": 0.4502923976608187,
|
|
"grad_norm": 1.2265625,
|
|
"learning_rate": 0.000192,
|
|
"loss": 7.781,
|
|
"mean_token_accuracy": 0.12615325823426246,
|
|
"num_tokens": 958376.0,
|
|
"step": 385
|
|
},
|
|
{
|
|
"entropy": 7.934221315383911,
|
|
"epoch": 0.45614035087719296,
|
|
"grad_norm": 1.1953125,
|
|
"learning_rate": 0.0001945,
|
|
"loss": 7.7977,
|
|
"mean_token_accuracy": 0.12733107730746268,
|
|
"num_tokens": 971709.0,
|
|
"step": 390
|
|
},
|
|
{
|
|
"entropy": 8.095316505432129,
|
|
"epoch": 0.4619883040935672,
|
|
"grad_norm": 1.1796875,
|
|
"learning_rate": 0.00019700000000000002,
|
|
"loss": 7.772,
|
|
"mean_token_accuracy": 0.12458922639489174,
|
|
"num_tokens": 983847.0,
|
|
"step": 395
|
|
},
|
|
{
|
|
"entropy": 8.061276531219482,
|
|
"epoch": 0.4678362573099415,
|
|
"grad_norm": 0.95703125,
|
|
"learning_rate": 0.00019950000000000002,
|
|
"loss": 7.8479,
|
|
"mean_token_accuracy": 0.11282772347331047,
|
|
"num_tokens": 997034.0,
|
|
"step": 400
|
|
},
|
|
{
|
|
"entropy": 7.900276470184326,
|
|
"epoch": 0.47368421052631576,
|
|
"grad_norm": 1.1328125,
|
|
"learning_rate": 0.000202,
|
|
"loss": 7.8811,
|
|
"mean_token_accuracy": 0.11630931496620178,
|
|
"num_tokens": 1010213.0,
|
|
"step": 405
|
|
},
|
|
{
|
|
"entropy": 8.164872455596925,
|
|
"epoch": 0.47953216374269003,
|
|
"grad_norm": 1.28125,
|
|
"learning_rate": 0.00020449999999999998,
|
|
"loss": 7.7587,
|
|
"mean_token_accuracy": 0.12265534400939941,
|
|
"num_tokens": 1021618.0,
|
|
"step": 410
|
|
},
|
|
{
|
|
"entropy": 7.90818042755127,
|
|
"epoch": 0.4853801169590643,
|
|
"grad_norm": 1.2578125,
|
|
"learning_rate": 0.000207,
|
|
"loss": 7.7779,
|
|
"mean_token_accuracy": 0.119289730489254,
|
|
"num_tokens": 1033809.0,
|
|
"step": 415
|
|
},
|
|
{
|
|
"entropy": 8.035586547851562,
|
|
"epoch": 0.49122807017543857,
|
|
"grad_norm": 1.1328125,
|
|
"learning_rate": 0.0002095,
|
|
"loss": 7.7602,
|
|
"mean_token_accuracy": 0.122083730250597,
|
|
"num_tokens": 1045291.0,
|
|
"step": 420
|
|
},
|
|
{
|
|
"entropy": 7.94893217086792,
|
|
"epoch": 0.49707602339181284,
|
|
"grad_norm": 1.28125,
|
|
"learning_rate": 0.000212,
|
|
"loss": 7.7345,
|
|
"mean_token_accuracy": 0.12310368940234184,
|
|
"num_tokens": 1057516.0,
|
|
"step": 425
|
|
},
|
|
{
|
|
"entropy": 7.834074544906616,
|
|
"epoch": 0.5029239766081871,
|
|
"grad_norm": 1.015625,
|
|
"learning_rate": 0.0002145,
|
|
"loss": 7.7166,
|
|
"mean_token_accuracy": 0.13022998943924904,
|
|
"num_tokens": 1070675.0,
|
|
"step": 430
|
|
},
|
|
{
|
|
"entropy": 7.962926816940308,
|
|
"epoch": 0.5087719298245614,
|
|
"grad_norm": 1.0859375,
|
|
"learning_rate": 0.00021700000000000002,
|
|
"loss": 7.7871,
|
|
"mean_token_accuracy": 0.12778857946395875,
|
|
"num_tokens": 1082965.0,
|
|
"step": 435
|
|
},
|
|
{
|
|
"entropy": 7.948134422302246,
|
|
"epoch": 0.5146198830409356,
|
|
"grad_norm": 1.0,
|
|
"learning_rate": 0.0002195,
|
|
"loss": 7.767,
|
|
"mean_token_accuracy": 0.11752260848879814,
|
|
"num_tokens": 1095922.0,
|
|
"step": 440
|
|
},
|
|
{
|
|
"entropy": 7.899146366119385,
|
|
"epoch": 0.52046783625731,
|
|
"grad_norm": 1.2890625,
|
|
"learning_rate": 0.000222,
|
|
"loss": 7.7519,
|
|
"mean_token_accuracy": 0.1246542438864708,
|
|
"num_tokens": 1109002.0,
|
|
"step": 445
|
|
},
|
|
{
|
|
"entropy": 8.014074802398682,
|
|
"epoch": 0.5263157894736842,
|
|
"grad_norm": 1.078125,
|
|
"learning_rate": 0.0002245,
|
|
"loss": 7.7662,
|
|
"mean_token_accuracy": 0.11872777864336967,
|
|
"num_tokens": 1121199.0,
|
|
"step": 450
|
|
},
|
|
{
|
|
"entropy": 7.865769338607788,
|
|
"epoch": 0.5321637426900585,
|
|
"grad_norm": 1.1640625,
|
|
"learning_rate": 0.00022700000000000002,
|
|
"loss": 7.7036,
|
|
"mean_token_accuracy": 0.12603166699409485,
|
|
"num_tokens": 1134721.0,
|
|
"step": 455
|
|
},
|
|
{
|
|
"entropy": 7.8770805358886715,
|
|
"epoch": 0.5380116959064327,
|
|
"grad_norm": 1.1484375,
|
|
"learning_rate": 0.00022950000000000002,
|
|
"loss": 7.788,
|
|
"mean_token_accuracy": 0.12093541622161866,
|
|
"num_tokens": 1147954.0,
|
|
"step": 460
|
|
},
|
|
{
|
|
"entropy": 7.915914726257324,
|
|
"epoch": 0.543859649122807,
|
|
"grad_norm": 1.125,
|
|
"learning_rate": 0.00023200000000000003,
|
|
"loss": 7.7121,
|
|
"mean_token_accuracy": 0.12637170255184174,
|
|
"num_tokens": 1161208.0,
|
|
"step": 465
|
|
},
|
|
{
|
|
"entropy": 7.918968534469604,
|
|
"epoch": 0.5497076023391813,
|
|
"grad_norm": 1.171875,
|
|
"learning_rate": 0.00023449999999999998,
|
|
"loss": 7.8051,
|
|
"mean_token_accuracy": 0.11931493803858757,
|
|
"num_tokens": 1173789.0,
|
|
"step": 470
|
|
},
|
|
{
|
|
"entropy": 7.964196968078613,
|
|
"epoch": 0.5555555555555556,
|
|
"grad_norm": 1.0,
|
|
"learning_rate": 0.000237,
|
|
"loss": 7.7054,
|
|
"mean_token_accuracy": 0.12410269007086754,
|
|
"num_tokens": 1185765.0,
|
|
"step": 475
|
|
},
|
|
{
|
|
"entropy": 7.763233613967896,
|
|
"epoch": 0.5614035087719298,
|
|
"grad_norm": 1.1953125,
|
|
"learning_rate": 0.0002395,
|
|
"loss": 7.7242,
|
|
"mean_token_accuracy": 0.12448163107037544,
|
|
"num_tokens": 1197954.0,
|
|
"step": 480
|
|
},
|
|
{
|
|
"entropy": 7.995425701141357,
|
|
"epoch": 0.5672514619883041,
|
|
"grad_norm": 1.046875,
|
|
"learning_rate": 0.000242,
|
|
"loss": 7.6458,
|
|
"mean_token_accuracy": 0.12746693715453147,
|
|
"num_tokens": 1211285.0,
|
|
"step": 485
|
|
},
|
|
{
|
|
"entropy": 7.84964427947998,
|
|
"epoch": 0.5730994152046783,
|
|
"grad_norm": 1.0625,
|
|
"learning_rate": 0.0002445,
|
|
"loss": 7.7247,
|
|
"mean_token_accuracy": 0.12084417417645454,
|
|
"num_tokens": 1223197.0,
|
|
"step": 490
|
|
},
|
|
{
|
|
"entropy": 7.825186395645142,
|
|
"epoch": 0.5789473684210527,
|
|
"grad_norm": 1.0546875,
|
|
"learning_rate": 0.000247,
|
|
"loss": 7.6581,
|
|
"mean_token_accuracy": 0.12425737157464027,
|
|
"num_tokens": 1234817.0,
|
|
"step": 495
|
|
},
|
|
{
|
|
"entropy": 7.8655126094818115,
|
|
"epoch": 0.5847953216374269,
|
|
"grad_norm": 1.0859375,
|
|
"learning_rate": 0.0002495,
|
|
"loss": 7.7119,
|
|
"mean_token_accuracy": 0.13079003244638443,
|
|
"num_tokens": 1249305.0,
|
|
"step": 500
|
|
},
|
|
{
|
|
"epoch": 0.5847953216374269,
|
|
"eval_entropy": 7.929424790857816,
|
|
"eval_loss": 7.730849742889404,
|
|
"eval_mean_token_accuracy": 0.11598945001640239,
|
|
"eval_num_tokens": 1249305.0,
|
|
"eval_runtime": 2.3042,
|
|
"eval_samples_per_second": 1174.802,
|
|
"eval_steps_per_second": 147.121,
|
|
"step": 500
|
|
}
|
|
],
|
|
"logging_steps": 5,
|
|
"max_steps": 8540,
|
|
"num_input_tokens_seen": 0,
|
|
"num_train_epochs": 10,
|
|
"save_steps": 500,
|
|
"stateful_callbacks": {
|
|
"TrainerControl": {
|
|
"args": {
|
|
"should_epoch_stop": false,
|
|
"should_evaluate": false,
|
|
"should_log": false,
|
|
"should_save": true,
|
|
"should_training_stop": false
|
|
},
|
|
"attributes": {}
|
|
}
|
|
},
|
|
"total_flos": 1810059724800000.0,
|
|
"train_batch_size": 16,
|
|
"trial_name": null,
|
|
"trial_params": null
|
|
}
|