2035 lines
54 KiB
JSON
2035 lines
54 KiB
JSON
|
|
{
|
||
|
|
"best_global_step": null,
|
||
|
|
"best_metric": null,
|
||
|
|
"best_model_checkpoint": null,
|
||
|
|
"epoch": 0.0653893938403191,
|
||
|
|
"eval_steps": 500,
|
||
|
|
"global_step": 1000,
|
||
|
|
"is_hyper_param_search": false,
|
||
|
|
"is_local_process_zero": true,
|
||
|
|
"is_world_process_zero": true,
|
||
|
|
"log_history": [
|
||
|
|
{
|
||
|
|
"entropy": 10.691958713531495,
|
||
|
|
"epoch": 0.0003269469692015955,
|
||
|
|
"grad_norm": 11.125,
|
||
|
|
"learning_rate": 2e-06,
|
||
|
|
"loss": 10.8332,
|
||
|
|
"mean_token_accuracy": 0.0,
|
||
|
|
"num_tokens": 9940.0,
|
||
|
|
"step": 5
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 10.691952419281005,
|
||
|
|
"epoch": 0.000653893938403191,
|
||
|
|
"grad_norm": 11.125,
|
||
|
|
"learning_rate": 4.5e-06,
|
||
|
|
"loss": 10.7742,
|
||
|
|
"mean_token_accuracy": 0.0001418439671397209,
|
||
|
|
"num_tokens": 19783.0,
|
||
|
|
"step": 10
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 10.6908465385437,
|
||
|
|
"epoch": 0.0009808409076047864,
|
||
|
|
"grad_norm": 8.9375,
|
||
|
|
"learning_rate": 7e-06,
|
||
|
|
"loss": 10.5776,
|
||
|
|
"mean_token_accuracy": 0.023957793507725,
|
||
|
|
"num_tokens": 30189.0,
|
||
|
|
"step": 15
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 10.673107433319093,
|
||
|
|
"epoch": 0.001307787876806382,
|
||
|
|
"grad_norm": 5.5,
|
||
|
|
"learning_rate": 9.5e-06,
|
||
|
|
"loss": 10.3372,
|
||
|
|
"mean_token_accuracy": 0.036642605997622014,
|
||
|
|
"num_tokens": 40463.0,
|
||
|
|
"step": 20
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 10.544582939147949,
|
||
|
|
"epoch": 0.0016347348460079775,
|
||
|
|
"grad_norm": 3.90625,
|
||
|
|
"learning_rate": 1.2e-05,
|
||
|
|
"loss": 10.1584,
|
||
|
|
"mean_token_accuracy": 0.03861969262361527,
|
||
|
|
"num_tokens": 50919.0,
|
||
|
|
"step": 25
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 10.540802764892579,
|
||
|
|
"epoch": 0.001961681815209573,
|
||
|
|
"grad_norm": 3.078125,
|
||
|
|
"learning_rate": 1.4500000000000002e-05,
|
||
|
|
"loss": 10.0293,
|
||
|
|
"mean_token_accuracy": 0.043454410135746004,
|
||
|
|
"num_tokens": 61272.0,
|
||
|
|
"step": 30
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 10.524931526184082,
|
||
|
|
"epoch": 0.0022886287844111684,
|
||
|
|
"grad_norm": 2.796875,
|
||
|
|
"learning_rate": 1.7000000000000003e-05,
|
||
|
|
"loss": 9.989,
|
||
|
|
"mean_token_accuracy": 0.040898256562650205,
|
||
|
|
"num_tokens": 70877.0,
|
||
|
|
"step": 35
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 10.534891700744629,
|
||
|
|
"epoch": 0.002615575753612764,
|
||
|
|
"grad_norm": 2.625,
|
||
|
|
"learning_rate": 1.95e-05,
|
||
|
|
"loss": 9.9194,
|
||
|
|
"mean_token_accuracy": 0.04178280588239432,
|
||
|
|
"num_tokens": 80600.0,
|
||
|
|
"step": 40
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 10.505007362365722,
|
||
|
|
"epoch": 0.0029425227228143595,
|
||
|
|
"grad_norm": 2.171875,
|
||
|
|
"learning_rate": 2.2e-05,
|
||
|
|
"loss": 9.9154,
|
||
|
|
"mean_token_accuracy": 0.042212999984622,
|
||
|
|
"num_tokens": 91002.0,
|
||
|
|
"step": 45
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 10.510712146759033,
|
||
|
|
"epoch": 0.003269469692015955,
|
||
|
|
"grad_norm": 2.203125,
|
||
|
|
"learning_rate": 2.4500000000000003e-05,
|
||
|
|
"loss": 9.8381,
|
||
|
|
"mean_token_accuracy": 0.04490188360214233,
|
||
|
|
"num_tokens": 101156.0,
|
||
|
|
"step": 50
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 10.485781574249268,
|
||
|
|
"epoch": 0.0035964166612175506,
|
||
|
|
"grad_norm": 2.1875,
|
||
|
|
"learning_rate": 2.7e-05,
|
||
|
|
"loss": 9.7976,
|
||
|
|
"mean_token_accuracy": 0.053155021369457246,
|
||
|
|
"num_tokens": 111896.0,
|
||
|
|
"step": 55
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 10.422010612487792,
|
||
|
|
"epoch": 0.003923363630419146,
|
||
|
|
"grad_norm": 2.234375,
|
||
|
|
"learning_rate": 2.95e-05,
|
||
|
|
"loss": 9.6372,
|
||
|
|
"mean_token_accuracy": 0.06276935711503029,
|
||
|
|
"num_tokens": 120899.0,
|
||
|
|
"step": 60
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 10.29280891418457,
|
||
|
|
"epoch": 0.004250310599620741,
|
||
|
|
"grad_norm": 1.875,
|
||
|
|
"learning_rate": 3.2e-05,
|
||
|
|
"loss": 9.694,
|
||
|
|
"mean_token_accuracy": 0.05080278925597668,
|
||
|
|
"num_tokens": 131504.0,
|
||
|
|
"step": 65
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 10.418154048919678,
|
||
|
|
"epoch": 0.004577257568822337,
|
||
|
|
"grad_norm": 2.0625,
|
||
|
|
"learning_rate": 3.4500000000000005e-05,
|
||
|
|
"loss": 9.5967,
|
||
|
|
"mean_token_accuracy": 0.0578270398080349,
|
||
|
|
"num_tokens": 142365.0,
|
||
|
|
"step": 70
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 10.359278392791747,
|
||
|
|
"epoch": 0.004904204538023932,
|
||
|
|
"grad_norm": 1.6875,
|
||
|
|
"learning_rate": 3.7e-05,
|
||
|
|
"loss": 9.5648,
|
||
|
|
"mean_token_accuracy": 0.05457159243524075,
|
||
|
|
"num_tokens": 153481.0,
|
||
|
|
"step": 75
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 10.342585277557372,
|
||
|
|
"epoch": 0.005231151507225528,
|
||
|
|
"grad_norm": 1.7421875,
|
||
|
|
"learning_rate": 3.95e-05,
|
||
|
|
"loss": 9.4747,
|
||
|
|
"mean_token_accuracy": 0.056017789617180826,
|
||
|
|
"num_tokens": 163941.0,
|
||
|
|
"step": 80
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 10.287201023101806,
|
||
|
|
"epoch": 0.0055580984764271235,
|
||
|
|
"grad_norm": 1.65625,
|
||
|
|
"learning_rate": 4.2000000000000004e-05,
|
||
|
|
"loss": 9.3941,
|
||
|
|
"mean_token_accuracy": 0.057008447125554085,
|
||
|
|
"num_tokens": 173992.0,
|
||
|
|
"step": 85
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 10.303301525115966,
|
||
|
|
"epoch": 0.005885045445628719,
|
||
|
|
"grad_norm": 1.6484375,
|
||
|
|
"learning_rate": 4.45e-05,
|
||
|
|
"loss": 9.3741,
|
||
|
|
"mean_token_accuracy": 0.05458107776939869,
|
||
|
|
"num_tokens": 184474.0,
|
||
|
|
"step": 90
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 10.273002815246581,
|
||
|
|
"epoch": 0.006211992414830315,
|
||
|
|
"grad_norm": 1.4296875,
|
||
|
|
"learning_rate": 4.7000000000000004e-05,
|
||
|
|
"loss": 9.2908,
|
||
|
|
"mean_token_accuracy": 0.055625283345580104,
|
||
|
|
"num_tokens": 194998.0,
|
||
|
|
"step": 95
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 10.184755516052245,
|
||
|
|
"epoch": 0.00653893938403191,
|
||
|
|
"grad_norm": 1.6875,
|
||
|
|
"learning_rate": 4.9500000000000004e-05,
|
||
|
|
"loss": 9.1048,
|
||
|
|
"mean_token_accuracy": 0.06638492792844772,
|
||
|
|
"num_tokens": 203327.0,
|
||
|
|
"step": 100
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 10.124643421173095,
|
||
|
|
"epoch": 0.006865886353233506,
|
||
|
|
"grad_norm": 1.40625,
|
||
|
|
"learning_rate": 5.2e-05,
|
||
|
|
"loss": 9.0818,
|
||
|
|
"mean_token_accuracy": 0.056092340126633645,
|
||
|
|
"num_tokens": 213921.0,
|
||
|
|
"step": 105
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 10.116442012786866,
|
||
|
|
"epoch": 0.007192833322435101,
|
||
|
|
"grad_norm": 1.4296875,
|
||
|
|
"learning_rate": 5.45e-05,
|
||
|
|
"loss": 9.0058,
|
||
|
|
"mean_token_accuracy": 0.06091702468693257,
|
||
|
|
"num_tokens": 225790.0,
|
||
|
|
"step": 110
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 10.03341302871704,
|
||
|
|
"epoch": 0.007519780291636697,
|
||
|
|
"grad_norm": 1.484375,
|
||
|
|
"learning_rate": 5.7e-05,
|
||
|
|
"loss": 8.8789,
|
||
|
|
"mean_token_accuracy": 0.057968761026859286,
|
||
|
|
"num_tokens": 235689.0,
|
||
|
|
"step": 115
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 9.888718128204346,
|
||
|
|
"epoch": 0.007846727260838291,
|
||
|
|
"grad_norm": 1.2265625,
|
||
|
|
"learning_rate": 5.9499999999999996e-05,
|
||
|
|
"loss": 8.81,
|
||
|
|
"mean_token_accuracy": 0.05678555406630039,
|
||
|
|
"num_tokens": 246525.0,
|
||
|
|
"step": 120
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 9.8173038482666,
|
||
|
|
"epoch": 0.008173674230039887,
|
||
|
|
"grad_norm": 1.34375,
|
||
|
|
"learning_rate": 6.2e-05,
|
||
|
|
"loss": 8.7335,
|
||
|
|
"mean_token_accuracy": 0.05988549403846264,
|
||
|
|
"num_tokens": 256642.0,
|
||
|
|
"step": 125
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 9.75066261291504,
|
||
|
|
"epoch": 0.008500621199241483,
|
||
|
|
"grad_norm": 1.25,
|
||
|
|
"learning_rate": 6.450000000000001e-05,
|
||
|
|
"loss": 8.702,
|
||
|
|
"mean_token_accuracy": 0.05682391189038753,
|
||
|
|
"num_tokens": 268145.0,
|
||
|
|
"step": 130
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 9.635010147094727,
|
||
|
|
"epoch": 0.008827568168443078,
|
||
|
|
"grad_norm": 1.0703125,
|
||
|
|
"learning_rate": 6.7e-05,
|
||
|
|
"loss": 8.6022,
|
||
|
|
"mean_token_accuracy": 0.06169581487774849,
|
||
|
|
"num_tokens": 279783.0,
|
||
|
|
"step": 135
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 9.380872344970703,
|
||
|
|
"epoch": 0.009154515137644674,
|
||
|
|
"grad_norm": 1.453125,
|
||
|
|
"learning_rate": 6.950000000000001e-05,
|
||
|
|
"loss": 8.4967,
|
||
|
|
"mean_token_accuracy": 0.059948813170194626,
|
||
|
|
"num_tokens": 289723.0,
|
||
|
|
"step": 140
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 9.371010780334473,
|
||
|
|
"epoch": 0.00948146210684627,
|
||
|
|
"grad_norm": 1.359375,
|
||
|
|
"learning_rate": 7.2e-05,
|
||
|
|
"loss": 8.415,
|
||
|
|
"mean_token_accuracy": 0.06255604662001132,
|
||
|
|
"num_tokens": 300002.0,
|
||
|
|
"step": 145
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 9.191289615631103,
|
||
|
|
"epoch": 0.009808409076047865,
|
||
|
|
"grad_norm": 1.21875,
|
||
|
|
"learning_rate": 7.45e-05,
|
||
|
|
"loss": 8.4676,
|
||
|
|
"mean_token_accuracy": 0.0592008963227272,
|
||
|
|
"num_tokens": 310041.0,
|
||
|
|
"step": 150
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 9.172502422332764,
|
||
|
|
"epoch": 0.01013535604524946,
|
||
|
|
"grad_norm": 1.078125,
|
||
|
|
"learning_rate": 7.7e-05,
|
||
|
|
"loss": 8.3962,
|
||
|
|
"mean_token_accuracy": 0.0683298297226429,
|
||
|
|
"num_tokens": 321469.0,
|
||
|
|
"step": 155
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 9.02190465927124,
|
||
|
|
"epoch": 0.010462303014451056,
|
||
|
|
"grad_norm": 1.1875,
|
||
|
|
"learning_rate": 7.950000000000001e-05,
|
||
|
|
"loss": 8.3063,
|
||
|
|
"mean_token_accuracy": 0.07015354111790657,
|
||
|
|
"num_tokens": 330796.0,
|
||
|
|
"step": 160
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.985146427154541,
|
||
|
|
"epoch": 0.010789249983652651,
|
||
|
|
"grad_norm": 1.4296875,
|
||
|
|
"learning_rate": 8.2e-05,
|
||
|
|
"loss": 8.3555,
|
||
|
|
"mean_token_accuracy": 0.065846299380064,
|
||
|
|
"num_tokens": 341402.0,
|
||
|
|
"step": 165
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.864819717407226,
|
||
|
|
"epoch": 0.011116196952854247,
|
||
|
|
"grad_norm": 1.3125,
|
||
|
|
"learning_rate": 8.450000000000001e-05,
|
||
|
|
"loss": 8.394,
|
||
|
|
"mean_token_accuracy": 0.06491452008485794,
|
||
|
|
"num_tokens": 351717.0,
|
||
|
|
"step": 170
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.891894435882568,
|
||
|
|
"epoch": 0.011443143922055843,
|
||
|
|
"grad_norm": 1.1875,
|
||
|
|
"learning_rate": 8.7e-05,
|
||
|
|
"loss": 8.3088,
|
||
|
|
"mean_token_accuracy": 0.062341967970132826,
|
||
|
|
"num_tokens": 361787.0,
|
||
|
|
"step": 175
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.835786247253418,
|
||
|
|
"epoch": 0.011770090891257438,
|
||
|
|
"grad_norm": 1.2265625,
|
||
|
|
"learning_rate": 8.95e-05,
|
||
|
|
"loss": 8.2624,
|
||
|
|
"mean_token_accuracy": 0.06518663801252841,
|
||
|
|
"num_tokens": 371827.0,
|
||
|
|
"step": 180
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.719056224822998,
|
||
|
|
"epoch": 0.012097037860459034,
|
||
|
|
"grad_norm": 1.203125,
|
||
|
|
"learning_rate": 9.2e-05,
|
||
|
|
"loss": 8.2741,
|
||
|
|
"mean_token_accuracy": 0.06445901691913605,
|
||
|
|
"num_tokens": 382150.0,
|
||
|
|
"step": 185
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.604046440124511,
|
||
|
|
"epoch": 0.01242398482966063,
|
||
|
|
"grad_norm": 1.3515625,
|
||
|
|
"learning_rate": 9.45e-05,
|
||
|
|
"loss": 8.2087,
|
||
|
|
"mean_token_accuracy": 0.06914092674851417,
|
||
|
|
"num_tokens": 392151.0,
|
||
|
|
"step": 190
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.6498384475708,
|
||
|
|
"epoch": 0.012750931798862225,
|
||
|
|
"grad_norm": 1.140625,
|
||
|
|
"learning_rate": 9.7e-05,
|
||
|
|
"loss": 8.2286,
|
||
|
|
"mean_token_accuracy": 0.06609960272908211,
|
||
|
|
"num_tokens": 402779.0,
|
||
|
|
"step": 195
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.605819988250733,
|
||
|
|
"epoch": 0.01307787876806382,
|
||
|
|
"grad_norm": 1.234375,
|
||
|
|
"learning_rate": 9.95e-05,
|
||
|
|
"loss": 8.2307,
|
||
|
|
"mean_token_accuracy": 0.07222314588725567,
|
||
|
|
"num_tokens": 413500.0,
|
||
|
|
"step": 200
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.616723346710206,
|
||
|
|
"epoch": 0.013404825737265416,
|
||
|
|
"grad_norm": 1.0625,
|
||
|
|
"learning_rate": 0.000102,
|
||
|
|
"loss": 8.1735,
|
||
|
|
"mean_token_accuracy": 0.06858775578439236,
|
||
|
|
"num_tokens": 423054.0,
|
||
|
|
"step": 205
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.610979270935058,
|
||
|
|
"epoch": 0.013731772706467011,
|
||
|
|
"grad_norm": 1.1015625,
|
||
|
|
"learning_rate": 0.00010449999999999999,
|
||
|
|
"loss": 8.2071,
|
||
|
|
"mean_token_accuracy": 0.06590324304997922,
|
||
|
|
"num_tokens": 433002.0,
|
||
|
|
"step": 210
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.533074569702148,
|
||
|
|
"epoch": 0.014058719675668607,
|
||
|
|
"grad_norm": 1.0,
|
||
|
|
"learning_rate": 0.000107,
|
||
|
|
"loss": 8.1663,
|
||
|
|
"mean_token_accuracy": 0.07016990669071674,
|
||
|
|
"num_tokens": 443492.0,
|
||
|
|
"step": 215
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.550239372253419,
|
||
|
|
"epoch": 0.014385666644870202,
|
||
|
|
"grad_norm": 1.1640625,
|
||
|
|
"learning_rate": 0.0001095,
|
||
|
|
"loss": 8.2172,
|
||
|
|
"mean_token_accuracy": 0.06546101979911327,
|
||
|
|
"num_tokens": 453001.0,
|
||
|
|
"step": 220
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.485262393951416,
|
||
|
|
"epoch": 0.014712613614071798,
|
||
|
|
"grad_norm": 1.109375,
|
||
|
|
"learning_rate": 0.000112,
|
||
|
|
"loss": 8.1183,
|
||
|
|
"mean_token_accuracy": 0.07102874703705311,
|
||
|
|
"num_tokens": 462916.0,
|
||
|
|
"step": 225
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.503191184997558,
|
||
|
|
"epoch": 0.015039560583273394,
|
||
|
|
"grad_norm": 1.015625,
|
||
|
|
"learning_rate": 0.0001145,
|
||
|
|
"loss": 8.1605,
|
||
|
|
"mean_token_accuracy": 0.06698749326169491,
|
||
|
|
"num_tokens": 473549.0,
|
||
|
|
"step": 230
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.51591625213623,
|
||
|
|
"epoch": 0.015366507552474989,
|
||
|
|
"grad_norm": 1.0,
|
||
|
|
"learning_rate": 0.00011700000000000001,
|
||
|
|
"loss": 8.1877,
|
||
|
|
"mean_token_accuracy": 0.0670891109853983,
|
||
|
|
"num_tokens": 484472.0,
|
||
|
|
"step": 235
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.499968433380127,
|
||
|
|
"epoch": 0.015693454521676583,
|
||
|
|
"grad_norm": 1.1640625,
|
||
|
|
"learning_rate": 0.00011949999999999999,
|
||
|
|
"loss": 8.1136,
|
||
|
|
"mean_token_accuracy": 0.07003521285951138,
|
||
|
|
"num_tokens": 494202.0,
|
||
|
|
"step": 240
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.394450187683105,
|
||
|
|
"epoch": 0.01602040149087818,
|
||
|
|
"grad_norm": 1.0390625,
|
||
|
|
"learning_rate": 0.000122,
|
||
|
|
"loss": 8.0364,
|
||
|
|
"mean_token_accuracy": 0.07509022057056428,
|
||
|
|
"num_tokens": 504635.0,
|
||
|
|
"step": 245
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.355302047729491,
|
||
|
|
"epoch": 0.016347348460079774,
|
||
|
|
"grad_norm": 1.2109375,
|
||
|
|
"learning_rate": 0.0001245,
|
||
|
|
"loss": 8.0779,
|
||
|
|
"mean_token_accuracy": 0.07193736173212528,
|
||
|
|
"num_tokens": 514423.0,
|
||
|
|
"step": 250
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.388672256469727,
|
||
|
|
"epoch": 0.01667429542928137,
|
||
|
|
"grad_norm": 1.3125,
|
||
|
|
"learning_rate": 0.000127,
|
||
|
|
"loss": 8.1229,
|
||
|
|
"mean_token_accuracy": 0.07487528696656227,
|
||
|
|
"num_tokens": 525820.0,
|
||
|
|
"step": 255
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.406553173065186,
|
||
|
|
"epoch": 0.017001242398482965,
|
||
|
|
"grad_norm": 0.99609375,
|
||
|
|
"learning_rate": 0.0001295,
|
||
|
|
"loss": 8.0896,
|
||
|
|
"mean_token_accuracy": 0.07299871928989887,
|
||
|
|
"num_tokens": 536732.0,
|
||
|
|
"step": 260
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.397539806365966,
|
||
|
|
"epoch": 0.01732818936768456,
|
||
|
|
"grad_norm": 1.2578125,
|
||
|
|
"learning_rate": 0.000132,
|
||
|
|
"loss": 8.0803,
|
||
|
|
"mean_token_accuracy": 0.07458276934921741,
|
||
|
|
"num_tokens": 546230.0,
|
||
|
|
"step": 265
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.383978271484375,
|
||
|
|
"epoch": 0.017655136336886156,
|
||
|
|
"grad_norm": 1.2890625,
|
||
|
|
"learning_rate": 0.00013450000000000002,
|
||
|
|
"loss": 8.0957,
|
||
|
|
"mean_token_accuracy": 0.07023126147687435,
|
||
|
|
"num_tokens": 556078.0,
|
||
|
|
"step": 270
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.382139301300048,
|
||
|
|
"epoch": 0.017982083306087752,
|
||
|
|
"grad_norm": 1.078125,
|
||
|
|
"learning_rate": 0.00013700000000000002,
|
||
|
|
"loss": 8.0756,
|
||
|
|
"mean_token_accuracy": 0.0762918971478939,
|
||
|
|
"num_tokens": 565385.0,
|
||
|
|
"step": 275
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.379422664642334,
|
||
|
|
"epoch": 0.018309030275289347,
|
||
|
|
"grad_norm": 1.203125,
|
||
|
|
"learning_rate": 0.0001395,
|
||
|
|
"loss": 8.1261,
|
||
|
|
"mean_token_accuracy": 0.0720827341079712,
|
||
|
|
"num_tokens": 576066.0,
|
||
|
|
"step": 280
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.449523544311523,
|
||
|
|
"epoch": 0.018635977244490943,
|
||
|
|
"grad_norm": 1.1796875,
|
||
|
|
"learning_rate": 0.00014199999999999998,
|
||
|
|
"loss": 8.0576,
|
||
|
|
"mean_token_accuracy": 0.06984641179442405,
|
||
|
|
"num_tokens": 587472.0,
|
||
|
|
"step": 285
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.372716808319092,
|
||
|
|
"epoch": 0.01896292421369254,
|
||
|
|
"grad_norm": 1.1640625,
|
||
|
|
"learning_rate": 0.0001445,
|
||
|
|
"loss": 8.0499,
|
||
|
|
"mean_token_accuracy": 0.07255740985274314,
|
||
|
|
"num_tokens": 597400.0,
|
||
|
|
"step": 290
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.317928695678711,
|
||
|
|
"epoch": 0.019289871182894134,
|
||
|
|
"grad_norm": 1.2890625,
|
||
|
|
"learning_rate": 0.000147,
|
||
|
|
"loss": 8.1228,
|
||
|
|
"mean_token_accuracy": 0.07397399172186851,
|
||
|
|
"num_tokens": 606856.0,
|
||
|
|
"step": 295
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.43379259109497,
|
||
|
|
"epoch": 0.01961681815209573,
|
||
|
|
"grad_norm": 1.1484375,
|
||
|
|
"learning_rate": 0.0001495,
|
||
|
|
"loss": 8.0314,
|
||
|
|
"mean_token_accuracy": 0.07692977488040924,
|
||
|
|
"num_tokens": 617209.0,
|
||
|
|
"step": 300
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.34858226776123,
|
||
|
|
"epoch": 0.019943765121297325,
|
||
|
|
"grad_norm": 0.98828125,
|
||
|
|
"learning_rate": 0.000152,
|
||
|
|
"loss": 8.0346,
|
||
|
|
"mean_token_accuracy": 0.0782922476530075,
|
||
|
|
"num_tokens": 626826.0,
|
||
|
|
"step": 305
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.350518417358398,
|
||
|
|
"epoch": 0.02027071209049892,
|
||
|
|
"grad_norm": 1.375,
|
||
|
|
"learning_rate": 0.00015450000000000001,
|
||
|
|
"loss": 8.0169,
|
||
|
|
"mean_token_accuracy": 0.08028958663344384,
|
||
|
|
"num_tokens": 636836.0,
|
||
|
|
"step": 310
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.336189079284669,
|
||
|
|
"epoch": 0.020597659059700516,
|
||
|
|
"grad_norm": 1.125,
|
||
|
|
"learning_rate": 0.000157,
|
||
|
|
"loss": 8.0964,
|
||
|
|
"mean_token_accuracy": 0.07140604555606841,
|
||
|
|
"num_tokens": 648177.0,
|
||
|
|
"step": 315
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.35500545501709,
|
||
|
|
"epoch": 0.02092460602890211,
|
||
|
|
"grad_norm": 1.0625,
|
||
|
|
"learning_rate": 0.0001595,
|
||
|
|
"loss": 8.0817,
|
||
|
|
"mean_token_accuracy": 0.07423182912170886,
|
||
|
|
"num_tokens": 658365.0,
|
||
|
|
"step": 320
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.270884132385254,
|
||
|
|
"epoch": 0.021251552998103707,
|
||
|
|
"grad_norm": 2.171875,
|
||
|
|
"learning_rate": 0.000162,
|
||
|
|
"loss": 7.9958,
|
||
|
|
"mean_token_accuracy": 0.07361883968114853,
|
||
|
|
"num_tokens": 668980.0,
|
||
|
|
"step": 325
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.373892879486084,
|
||
|
|
"epoch": 0.021578499967305303,
|
||
|
|
"grad_norm": 1.171875,
|
||
|
|
"learning_rate": 0.00016450000000000001,
|
||
|
|
"loss": 8.0238,
|
||
|
|
"mean_token_accuracy": 0.07899413257837296,
|
||
|
|
"num_tokens": 679406.0,
|
||
|
|
"step": 330
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.297880268096923,
|
||
|
|
"epoch": 0.0219054469365069,
|
||
|
|
"grad_norm": 1.109375,
|
||
|
|
"learning_rate": 0.00016700000000000002,
|
||
|
|
"loss": 7.9837,
|
||
|
|
"mean_token_accuracy": 0.07990795224905015,
|
||
|
|
"num_tokens": 689871.0,
|
||
|
|
"step": 335
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.258869075775147,
|
||
|
|
"epoch": 0.022232393905708494,
|
||
|
|
"grad_norm": 1.2109375,
|
||
|
|
"learning_rate": 0.00016950000000000003,
|
||
|
|
"loss": 7.9343,
|
||
|
|
"mean_token_accuracy": 0.08032900020480156,
|
||
|
|
"num_tokens": 700969.0,
|
||
|
|
"step": 340
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.323282146453858,
|
||
|
|
"epoch": 0.02255934087491009,
|
||
|
|
"grad_norm": 1.1953125,
|
||
|
|
"learning_rate": 0.00017199999999999998,
|
||
|
|
"loss": 7.9559,
|
||
|
|
"mean_token_accuracy": 0.07624984867870807,
|
||
|
|
"num_tokens": 711153.0,
|
||
|
|
"step": 345
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.160166168212891,
|
||
|
|
"epoch": 0.022886287844111685,
|
||
|
|
"grad_norm": 1.09375,
|
||
|
|
"learning_rate": 0.00017449999999999999,
|
||
|
|
"loss": 7.9377,
|
||
|
|
"mean_token_accuracy": 0.07862194329500198,
|
||
|
|
"num_tokens": 721475.0,
|
||
|
|
"step": 350
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.269203758239746,
|
||
|
|
"epoch": 0.02321323481331328,
|
||
|
|
"grad_norm": 1.03125,
|
||
|
|
"learning_rate": 0.000177,
|
||
|
|
"loss": 7.9963,
|
||
|
|
"mean_token_accuracy": 0.07536103650927543,
|
||
|
|
"num_tokens": 732823.0,
|
||
|
|
"step": 355
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.250344467163085,
|
||
|
|
"epoch": 0.023540181782514876,
|
||
|
|
"grad_norm": 1.0546875,
|
||
|
|
"learning_rate": 0.0001795,
|
||
|
|
"loss": 7.9424,
|
||
|
|
"mean_token_accuracy": 0.08161943927407264,
|
||
|
|
"num_tokens": 743853.0,
|
||
|
|
"step": 360
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.223281860351562,
|
||
|
|
"epoch": 0.02386712875171647,
|
||
|
|
"grad_norm": 1.1953125,
|
||
|
|
"learning_rate": 0.000182,
|
||
|
|
"loss": 8.0159,
|
||
|
|
"mean_token_accuracy": 0.0797721978276968,
|
||
|
|
"num_tokens": 754579.0,
|
||
|
|
"step": 365
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.255972194671632,
|
||
|
|
"epoch": 0.024194075720918067,
|
||
|
|
"grad_norm": 1.2109375,
|
||
|
|
"learning_rate": 0.0001845,
|
||
|
|
"loss": 7.9773,
|
||
|
|
"mean_token_accuracy": 0.07408010140061379,
|
||
|
|
"num_tokens": 764836.0,
|
||
|
|
"step": 370
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.241560363769532,
|
||
|
|
"epoch": 0.024521022690119663,
|
||
|
|
"grad_norm": 1.0859375,
|
||
|
|
"learning_rate": 0.000187,
|
||
|
|
"loss": 7.9208,
|
||
|
|
"mean_token_accuracy": 0.07477326951920986,
|
||
|
|
"num_tokens": 773961.0,
|
||
|
|
"step": 375
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.172150325775146,
|
||
|
|
"epoch": 0.02484796965932126,
|
||
|
|
"grad_norm": 1.296875,
|
||
|
|
"learning_rate": 0.0001895,
|
||
|
|
"loss": 7.885,
|
||
|
|
"mean_token_accuracy": 0.0803740806877613,
|
||
|
|
"num_tokens": 784331.0,
|
||
|
|
"step": 380
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.211754417419433,
|
||
|
|
"epoch": 0.025174916628522854,
|
||
|
|
"grad_norm": 1.421875,
|
||
|
|
"learning_rate": 0.000192,
|
||
|
|
"loss": 7.8592,
|
||
|
|
"mean_token_accuracy": 0.08332195580005645,
|
||
|
|
"num_tokens": 794724.0,
|
||
|
|
"step": 385
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.202788066864013,
|
||
|
|
"epoch": 0.02550186359772445,
|
||
|
|
"grad_norm": 1.359375,
|
||
|
|
"learning_rate": 0.0001945,
|
||
|
|
"loss": 7.8739,
|
||
|
|
"mean_token_accuracy": 0.08039483428001404,
|
||
|
|
"num_tokens": 804680.0,
|
||
|
|
"step": 390
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.0855233669281,
|
||
|
|
"epoch": 0.025828810566926045,
|
||
|
|
"grad_norm": 1.234375,
|
||
|
|
"learning_rate": 0.00019700000000000002,
|
||
|
|
"loss": 7.8878,
|
||
|
|
"mean_token_accuracy": 0.07802873328328133,
|
||
|
|
"num_tokens": 815066.0,
|
||
|
|
"step": 395
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.215076637268066,
|
||
|
|
"epoch": 0.02615575753612764,
|
||
|
|
"grad_norm": 1.1328125,
|
||
|
|
"learning_rate": 0.00019950000000000002,
|
||
|
|
"loss": 7.8892,
|
||
|
|
"mean_token_accuracy": 0.07889655604958534,
|
||
|
|
"num_tokens": 824958.0,
|
||
|
|
"step": 400
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.19112491607666,
|
||
|
|
"epoch": 0.026482704505329236,
|
||
|
|
"grad_norm": 1.046875,
|
||
|
|
"learning_rate": 0.000202,
|
||
|
|
"loss": 7.938,
|
||
|
|
"mean_token_accuracy": 0.08244092017412186,
|
||
|
|
"num_tokens": 835128.0,
|
||
|
|
"step": 405
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.075815010070801,
|
||
|
|
"epoch": 0.02680965147453083,
|
||
|
|
"grad_norm": 0.98046875,
|
||
|
|
"learning_rate": 0.00020449999999999998,
|
||
|
|
"loss": 7.8864,
|
||
|
|
"mean_token_accuracy": 0.07554915137588977,
|
||
|
|
"num_tokens": 844590.0,
|
||
|
|
"step": 410
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.19192361831665,
|
||
|
|
"epoch": 0.027136598443732427,
|
||
|
|
"grad_norm": 1.09375,
|
||
|
|
"learning_rate": 0.000207,
|
||
|
|
"loss": 7.8498,
|
||
|
|
"mean_token_accuracy": 0.08013993203639984,
|
||
|
|
"num_tokens": 854914.0,
|
||
|
|
"step": 415
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.128836631774902,
|
||
|
|
"epoch": 0.027463545412934023,
|
||
|
|
"grad_norm": 1.125,
|
||
|
|
"learning_rate": 0.0002095,
|
||
|
|
"loss": 7.904,
|
||
|
|
"mean_token_accuracy": 0.07867389619350433,
|
||
|
|
"num_tokens": 866171.0,
|
||
|
|
"step": 420
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.131003665924073,
|
||
|
|
"epoch": 0.027790492382135618,
|
||
|
|
"grad_norm": 1.1171875,
|
||
|
|
"learning_rate": 0.000212,
|
||
|
|
"loss": 7.8898,
|
||
|
|
"mean_token_accuracy": 0.07613531462848186,
|
||
|
|
"num_tokens": 876603.0,
|
||
|
|
"step": 425
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.116858911514282,
|
||
|
|
"epoch": 0.028117439351337214,
|
||
|
|
"grad_norm": 1.0703125,
|
||
|
|
"learning_rate": 0.0002145,
|
||
|
|
"loss": 7.812,
|
||
|
|
"mean_token_accuracy": 0.08004510477185249,
|
||
|
|
"num_tokens": 887124.0,
|
||
|
|
"step": 430
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.1330491065979,
|
||
|
|
"epoch": 0.02844438632053881,
|
||
|
|
"grad_norm": 1.8515625,
|
||
|
|
"learning_rate": 0.00021700000000000002,
|
||
|
|
"loss": 7.8043,
|
||
|
|
"mean_token_accuracy": 0.0826384425163269,
|
||
|
|
"num_tokens": 897275.0,
|
||
|
|
"step": 435
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.032530117034913,
|
||
|
|
"epoch": 0.028771333289740405,
|
||
|
|
"grad_norm": 0.99609375,
|
||
|
|
"learning_rate": 0.0002195,
|
||
|
|
"loss": 7.7923,
|
||
|
|
"mean_token_accuracy": 0.08558057546615601,
|
||
|
|
"num_tokens": 907174.0,
|
||
|
|
"step": 440
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.115189123153687,
|
||
|
|
"epoch": 0.029098280258942,
|
||
|
|
"grad_norm": 1.125,
|
||
|
|
"learning_rate": 0.000222,
|
||
|
|
"loss": 7.7937,
|
||
|
|
"mean_token_accuracy": 0.08341945856809616,
|
||
|
|
"num_tokens": 917126.0,
|
||
|
|
"step": 445
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.031993722915649,
|
||
|
|
"epoch": 0.029425227228143596,
|
||
|
|
"grad_norm": 1.0546875,
|
||
|
|
"learning_rate": 0.0002245,
|
||
|
|
"loss": 7.816,
|
||
|
|
"mean_token_accuracy": 0.0821719765663147,
|
||
|
|
"num_tokens": 926758.0,
|
||
|
|
"step": 450
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.04862174987793,
|
||
|
|
"epoch": 0.02975217419734519,
|
||
|
|
"grad_norm": 1.015625,
|
||
|
|
"learning_rate": 0.00022700000000000002,
|
||
|
|
"loss": 7.8059,
|
||
|
|
"mean_token_accuracy": 0.08259067237377167,
|
||
|
|
"num_tokens": 936973.0,
|
||
|
|
"step": 455
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.002158880233765,
|
||
|
|
"epoch": 0.030079121166546787,
|
||
|
|
"grad_norm": 1.1171875,
|
||
|
|
"learning_rate": 0.00022950000000000002,
|
||
|
|
"loss": 7.7631,
|
||
|
|
"mean_token_accuracy": 0.07943878024816513,
|
||
|
|
"num_tokens": 946845.0,
|
||
|
|
"step": 460
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.083532094955444,
|
||
|
|
"epoch": 0.030406068135748383,
|
||
|
|
"grad_norm": 1.1328125,
|
||
|
|
"learning_rate": 0.00023200000000000003,
|
||
|
|
"loss": 7.7913,
|
||
|
|
"mean_token_accuracy": 0.08536312282085419,
|
||
|
|
"num_tokens": 956904.0,
|
||
|
|
"step": 465
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.990770101547241,
|
||
|
|
"epoch": 0.030733015104949978,
|
||
|
|
"grad_norm": 1.203125,
|
||
|
|
"learning_rate": 0.00023449999999999998,
|
||
|
|
"loss": 7.7994,
|
||
|
|
"mean_token_accuracy": 0.07841084524989128,
|
||
|
|
"num_tokens": 966133.0,
|
||
|
|
"step": 470
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.080002784729004,
|
||
|
|
"epoch": 0.031059962074151574,
|
||
|
|
"grad_norm": 1.3046875,
|
||
|
|
"learning_rate": 0.000237,
|
||
|
|
"loss": 7.8442,
|
||
|
|
"mean_token_accuracy": 0.07818925343453884,
|
||
|
|
"num_tokens": 976889.0,
|
||
|
|
"step": 475
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.10468544960022,
|
||
|
|
"epoch": 0.031386909043353166,
|
||
|
|
"grad_norm": 1.2265625,
|
||
|
|
"learning_rate": 0.0002395,
|
||
|
|
"loss": 7.8343,
|
||
|
|
"mean_token_accuracy": 0.07947736643254757,
|
||
|
|
"num_tokens": 987385.0,
|
||
|
|
"step": 480
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.022674083709717,
|
||
|
|
"epoch": 0.03171385601255476,
|
||
|
|
"grad_norm": 1.1015625,
|
||
|
|
"learning_rate": 0.000242,
|
||
|
|
"loss": 7.8081,
|
||
|
|
"mean_token_accuracy": 0.08132115826010704,
|
||
|
|
"num_tokens": 998116.0,
|
||
|
|
"step": 485
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.999949407577515,
|
||
|
|
"epoch": 0.03204080298175636,
|
||
|
|
"grad_norm": 1.0546875,
|
||
|
|
"learning_rate": 0.0002445,
|
||
|
|
"loss": 7.78,
|
||
|
|
"mean_token_accuracy": 0.08014609068632125,
|
||
|
|
"num_tokens": 1007412.0,
|
||
|
|
"step": 490
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.02022352218628,
|
||
|
|
"epoch": 0.03236774995095795,
|
||
|
|
"grad_norm": 1.140625,
|
||
|
|
"learning_rate": 0.000247,
|
||
|
|
"loss": 7.818,
|
||
|
|
"mean_token_accuracy": 0.07570124790072441,
|
||
|
|
"num_tokens": 1016843.0,
|
||
|
|
"step": 495
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.02644681930542,
|
||
|
|
"epoch": 0.03269469692015955,
|
||
|
|
"grad_norm": 1.265625,
|
||
|
|
"learning_rate": 0.0002495,
|
||
|
|
"loss": 7.8097,
|
||
|
|
"mean_token_accuracy": 0.08114490360021591,
|
||
|
|
"num_tokens": 1027285.0,
|
||
|
|
"step": 500
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.078714847564697,
|
||
|
|
"epoch": 0.033021643889361144,
|
||
|
|
"grad_norm": 0.95703125,
|
||
|
|
"learning_rate": 0.000252,
|
||
|
|
"loss": 7.8312,
|
||
|
|
"mean_token_accuracy": 0.08023551031947136,
|
||
|
|
"num_tokens": 1038229.0,
|
||
|
|
"step": 505
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.885030746459961,
|
||
|
|
"epoch": 0.03334859085856274,
|
||
|
|
"grad_norm": 1.15625,
|
||
|
|
"learning_rate": 0.0002545,
|
||
|
|
"loss": 7.7469,
|
||
|
|
"mean_token_accuracy": 0.0864953190088272,
|
||
|
|
"num_tokens": 1048588.0,
|
||
|
|
"step": 510
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.964816856384277,
|
||
|
|
"epoch": 0.033675537827764335,
|
||
|
|
"grad_norm": 1.046875,
|
||
|
|
"learning_rate": 0.000257,
|
||
|
|
"loss": 7.7321,
|
||
|
|
"mean_token_accuracy": 0.08311207592487335,
|
||
|
|
"num_tokens": 1058302.0,
|
||
|
|
"step": 515
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.96447720527649,
|
||
|
|
"epoch": 0.03400248479696593,
|
||
|
|
"grad_norm": 1.140625,
|
||
|
|
"learning_rate": 0.0002595,
|
||
|
|
"loss": 7.8124,
|
||
|
|
"mean_token_accuracy": 0.07899703234434127,
|
||
|
|
"num_tokens": 1068180.0,
|
||
|
|
"step": 520
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 8.03514347076416,
|
||
|
|
"epoch": 0.034329431766167526,
|
||
|
|
"grad_norm": 1.1484375,
|
||
|
|
"learning_rate": 0.000262,
|
||
|
|
"loss": 7.7348,
|
||
|
|
"mean_token_accuracy": 0.08044598922133446,
|
||
|
|
"num_tokens": 1078647.0,
|
||
|
|
"step": 525
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.896927261352539,
|
||
|
|
"epoch": 0.03465637873536912,
|
||
|
|
"grad_norm": 1.1640625,
|
||
|
|
"learning_rate": 0.00026450000000000003,
|
||
|
|
"loss": 7.6265,
|
||
|
|
"mean_token_accuracy": 0.08826040029525757,
|
||
|
|
"num_tokens": 1090037.0,
|
||
|
|
"step": 530
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.893774127960205,
|
||
|
|
"epoch": 0.03498332570457072,
|
||
|
|
"grad_norm": 1.2265625,
|
||
|
|
"learning_rate": 0.00026700000000000004,
|
||
|
|
"loss": 7.7376,
|
||
|
|
"mean_token_accuracy": 0.08410070911049843,
|
||
|
|
"num_tokens": 1099809.0,
|
||
|
|
"step": 535
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.967329835891723,
|
||
|
|
"epoch": 0.03531027267377231,
|
||
|
|
"grad_norm": 1.3828125,
|
||
|
|
"learning_rate": 0.00026950000000000005,
|
||
|
|
"loss": 7.6678,
|
||
|
|
"mean_token_accuracy": 0.08720064125955104,
|
||
|
|
"num_tokens": 1108856.0,
|
||
|
|
"step": 540
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.963892793655395,
|
||
|
|
"epoch": 0.03563721964297391,
|
||
|
|
"grad_norm": 1.140625,
|
||
|
|
"learning_rate": 0.00027200000000000005,
|
||
|
|
"loss": 7.6912,
|
||
|
|
"mean_token_accuracy": 0.08317728266119957,
|
||
|
|
"num_tokens": 1119164.0,
|
||
|
|
"step": 545
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.884589672088623,
|
||
|
|
"epoch": 0.035964166612175504,
|
||
|
|
"grad_norm": 1.078125,
|
||
|
|
"learning_rate": 0.0002745,
|
||
|
|
"loss": 7.735,
|
||
|
|
"mean_token_accuracy": 0.08273053131997585,
|
||
|
|
"num_tokens": 1128977.0,
|
||
|
|
"step": 550
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.9899842739105225,
|
||
|
|
"epoch": 0.0362911135813771,
|
||
|
|
"grad_norm": 1.0546875,
|
||
|
|
"learning_rate": 0.000277,
|
||
|
|
"loss": 7.729,
|
||
|
|
"mean_token_accuracy": 0.0816885620355606,
|
||
|
|
"num_tokens": 1140827.0,
|
||
|
|
"step": 555
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.747017574310303,
|
||
|
|
"epoch": 0.036618060550578695,
|
||
|
|
"grad_norm": 1.25,
|
||
|
|
"learning_rate": 0.0002795,
|
||
|
|
"loss": 7.618,
|
||
|
|
"mean_token_accuracy": 0.08212211430072784,
|
||
|
|
"num_tokens": 1151525.0,
|
||
|
|
"step": 560
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.993799638748169,
|
||
|
|
"epoch": 0.03694500751978029,
|
||
|
|
"grad_norm": 1.109375,
|
||
|
|
"learning_rate": 0.00028199999999999997,
|
||
|
|
"loss": 7.6881,
|
||
|
|
"mean_token_accuracy": 0.07863894626498222,
|
||
|
|
"num_tokens": 1162557.0,
|
||
|
|
"step": 565
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.985806083679199,
|
||
|
|
"epoch": 0.037271954488981886,
|
||
|
|
"grad_norm": 1.28125,
|
||
|
|
"learning_rate": 0.0002845,
|
||
|
|
"loss": 7.7942,
|
||
|
|
"mean_token_accuracy": 0.07877567186951637,
|
||
|
|
"num_tokens": 1173589.0,
|
||
|
|
"step": 570
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.735669565200806,
|
||
|
|
"epoch": 0.03759890145818348,
|
||
|
|
"grad_norm": 1.0859375,
|
||
|
|
"learning_rate": 0.000287,
|
||
|
|
"loss": 7.566,
|
||
|
|
"mean_token_accuracy": 0.09481499344110489,
|
||
|
|
"num_tokens": 1182068.0,
|
||
|
|
"step": 575
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.927742624282837,
|
||
|
|
"epoch": 0.03792584842738508,
|
||
|
|
"grad_norm": 1.0859375,
|
||
|
|
"learning_rate": 0.0002895,
|
||
|
|
"loss": 7.6531,
|
||
|
|
"mean_token_accuracy": 0.08464730978012085,
|
||
|
|
"num_tokens": 1191760.0,
|
||
|
|
"step": 580
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.829121017456055,
|
||
|
|
"epoch": 0.03825279539658667,
|
||
|
|
"grad_norm": 1.1484375,
|
||
|
|
"learning_rate": 0.000292,
|
||
|
|
"loss": 7.6357,
|
||
|
|
"mean_token_accuracy": 0.09077754840254784,
|
||
|
|
"num_tokens": 1201397.0,
|
||
|
|
"step": 585
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.933064126968384,
|
||
|
|
"epoch": 0.03857974236578827,
|
||
|
|
"grad_norm": 1.046875,
|
||
|
|
"learning_rate": 0.0002945,
|
||
|
|
"loss": 7.792,
|
||
|
|
"mean_token_accuracy": 0.07558935880661011,
|
||
|
|
"num_tokens": 1213112.0,
|
||
|
|
"step": 590
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.886399126052856,
|
||
|
|
"epoch": 0.038906689334989863,
|
||
|
|
"grad_norm": 1.1875,
|
||
|
|
"learning_rate": 0.000297,
|
||
|
|
"loss": 7.6429,
|
||
|
|
"mean_token_accuracy": 0.08706863895058632,
|
||
|
|
"num_tokens": 1223467.0,
|
||
|
|
"step": 595
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.827888822555542,
|
||
|
|
"epoch": 0.03923363630419146,
|
||
|
|
"grad_norm": 1.203125,
|
||
|
|
"learning_rate": 0.0002995,
|
||
|
|
"loss": 7.729,
|
||
|
|
"mean_token_accuracy": 0.08387157320976257,
|
||
|
|
"num_tokens": 1233608.0,
|
||
|
|
"step": 600
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.935065698623657,
|
||
|
|
"epoch": 0.039560583273393055,
|
||
|
|
"grad_norm": 1.21875,
|
||
|
|
"learning_rate": 0.000302,
|
||
|
|
"loss": 7.6841,
|
||
|
|
"mean_token_accuracy": 0.0852059107273817,
|
||
|
|
"num_tokens": 1244046.0,
|
||
|
|
"step": 605
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.8300574779510494,
|
||
|
|
"epoch": 0.03988753024259465,
|
||
|
|
"grad_norm": 1.078125,
|
||
|
|
"learning_rate": 0.0003045,
|
||
|
|
"loss": 7.6372,
|
||
|
|
"mean_token_accuracy": 0.08836368545889854,
|
||
|
|
"num_tokens": 1254695.0,
|
||
|
|
"step": 610
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.874053049087524,
|
||
|
|
"epoch": 0.040214477211796246,
|
||
|
|
"grad_norm": 0.97265625,
|
||
|
|
"learning_rate": 0.000307,
|
||
|
|
"loss": 7.7367,
|
||
|
|
"mean_token_accuracy": 0.08260378688573837,
|
||
|
|
"num_tokens": 1265154.0,
|
||
|
|
"step": 615
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.753242111206054,
|
||
|
|
"epoch": 0.04054142418099784,
|
||
|
|
"grad_norm": 1.21875,
|
||
|
|
"learning_rate": 0.0003095,
|
||
|
|
"loss": 7.4854,
|
||
|
|
"mean_token_accuracy": 0.09328908920288086,
|
||
|
|
"num_tokens": 1275886.0,
|
||
|
|
"step": 620
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.809550189971924,
|
||
|
|
"epoch": 0.04086837115019944,
|
||
|
|
"grad_norm": 1.0703125,
|
||
|
|
"learning_rate": 0.000312,
|
||
|
|
"loss": 7.5922,
|
||
|
|
"mean_token_accuracy": 0.08326055184006691,
|
||
|
|
"num_tokens": 1287480.0,
|
||
|
|
"step": 625
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.728694343566895,
|
||
|
|
"epoch": 0.04119531811940103,
|
||
|
|
"grad_norm": 1.4140625,
|
||
|
|
"learning_rate": 0.0003145,
|
||
|
|
"loss": 7.5715,
|
||
|
|
"mean_token_accuracy": 0.08990240022540093,
|
||
|
|
"num_tokens": 1298112.0,
|
||
|
|
"step": 630
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.824120092391968,
|
||
|
|
"epoch": 0.04152226508860263,
|
||
|
|
"grad_norm": 1.0703125,
|
||
|
|
"learning_rate": 0.000317,
|
||
|
|
"loss": 7.6116,
|
||
|
|
"mean_token_accuracy": 0.08934769928455352,
|
||
|
|
"num_tokens": 1307467.0,
|
||
|
|
"step": 635
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.816653728485107,
|
||
|
|
"epoch": 0.04184921205780422,
|
||
|
|
"grad_norm": 1.1171875,
|
||
|
|
"learning_rate": 0.0003195,
|
||
|
|
"loss": 7.6066,
|
||
|
|
"mean_token_accuracy": 0.08667667284607887,
|
||
|
|
"num_tokens": 1317672.0,
|
||
|
|
"step": 640
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.819509220123291,
|
||
|
|
"epoch": 0.04217615902700582,
|
||
|
|
"grad_norm": 1.1484375,
|
||
|
|
"learning_rate": 0.000322,
|
||
|
|
"loss": 7.5704,
|
||
|
|
"mean_token_accuracy": 0.08539666458964348,
|
||
|
|
"num_tokens": 1327356.0,
|
||
|
|
"step": 645
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.735612154006958,
|
||
|
|
"epoch": 0.042503105996207415,
|
||
|
|
"grad_norm": 1.1171875,
|
||
|
|
"learning_rate": 0.00032450000000000003,
|
||
|
|
"loss": 7.567,
|
||
|
|
"mean_token_accuracy": 0.08691356107592582,
|
||
|
|
"num_tokens": 1337102.0,
|
||
|
|
"step": 650
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.761639261245728,
|
||
|
|
"epoch": 0.04283005296540901,
|
||
|
|
"grad_norm": 1.2890625,
|
||
|
|
"learning_rate": 0.00032700000000000003,
|
||
|
|
"loss": 7.5327,
|
||
|
|
"mean_token_accuracy": 0.09290309846401215,
|
||
|
|
"num_tokens": 1347838.0,
|
||
|
|
"step": 655
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.718127250671387,
|
||
|
|
"epoch": 0.043156999934610606,
|
||
|
|
"grad_norm": 1.125,
|
||
|
|
"learning_rate": 0.00032950000000000004,
|
||
|
|
"loss": 7.518,
|
||
|
|
"mean_token_accuracy": 0.08988637253642082,
|
||
|
|
"num_tokens": 1358215.0,
|
||
|
|
"step": 660
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.629851818084717,
|
||
|
|
"epoch": 0.0434839469038122,
|
||
|
|
"grad_norm": 0.94921875,
|
||
|
|
"learning_rate": 0.00033200000000000005,
|
||
|
|
"loss": 7.5396,
|
||
|
|
"mean_token_accuracy": 0.09100433364510536,
|
||
|
|
"num_tokens": 1368600.0,
|
||
|
|
"step": 665
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.744331169128418,
|
||
|
|
"epoch": 0.0438108938730138,
|
||
|
|
"grad_norm": 1.0703125,
|
||
|
|
"learning_rate": 0.00033450000000000005,
|
||
|
|
"loss": 7.5419,
|
||
|
|
"mean_token_accuracy": 0.08812416419386863,
|
||
|
|
"num_tokens": 1379346.0,
|
||
|
|
"step": 670
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.6909706592559814,
|
||
|
|
"epoch": 0.04413784084221539,
|
||
|
|
"grad_norm": 1.6484375,
|
||
|
|
"learning_rate": 0.000337,
|
||
|
|
"loss": 7.5253,
|
||
|
|
"mean_token_accuracy": 0.09396424815058708,
|
||
|
|
"num_tokens": 1388576.0,
|
||
|
|
"step": 675
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.662409782409668,
|
||
|
|
"epoch": 0.04446478781141699,
|
||
|
|
"grad_norm": 1.21875,
|
||
|
|
"learning_rate": 0.0003395,
|
||
|
|
"loss": 7.441,
|
||
|
|
"mean_token_accuracy": 0.09439576715230942,
|
||
|
|
"num_tokens": 1397992.0,
|
||
|
|
"step": 680
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.5916296482086185,
|
||
|
|
"epoch": 0.04479173478061858,
|
||
|
|
"grad_norm": 1.09375,
|
||
|
|
"learning_rate": 0.000342,
|
||
|
|
"loss": 7.5253,
|
||
|
|
"mean_token_accuracy": 0.09223191663622857,
|
||
|
|
"num_tokens": 1408456.0,
|
||
|
|
"step": 685
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.7609130859375,
|
||
|
|
"epoch": 0.04511868174982018,
|
||
|
|
"grad_norm": 1.0859375,
|
||
|
|
"learning_rate": 0.00034449999999999997,
|
||
|
|
"loss": 7.5267,
|
||
|
|
"mean_token_accuracy": 0.09087984338402748,
|
||
|
|
"num_tokens": 1418993.0,
|
||
|
|
"step": 690
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.642154312133789,
|
||
|
|
"epoch": 0.045445628719021774,
|
||
|
|
"grad_norm": 1.578125,
|
||
|
|
"learning_rate": 0.000347,
|
||
|
|
"loss": 7.5391,
|
||
|
|
"mean_token_accuracy": 0.08691065907478332,
|
||
|
|
"num_tokens": 1429460.0,
|
||
|
|
"step": 695
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.597477817535401,
|
||
|
|
"epoch": 0.04577257568822337,
|
||
|
|
"grad_norm": 1.0078125,
|
||
|
|
"learning_rate": 0.0003495,
|
||
|
|
"loss": 7.4977,
|
||
|
|
"mean_token_accuracy": 0.08851892724633217,
|
||
|
|
"num_tokens": 1440192.0,
|
||
|
|
"step": 700
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.7847288131713865,
|
||
|
|
"epoch": 0.046099522657424966,
|
||
|
|
"grad_norm": 1.0546875,
|
||
|
|
"learning_rate": 0.000352,
|
||
|
|
"loss": 7.5856,
|
||
|
|
"mean_token_accuracy": 0.08829929679632187,
|
||
|
|
"num_tokens": 1450249.0,
|
||
|
|
"step": 705
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.622567558288575,
|
||
|
|
"epoch": 0.04642646962662656,
|
||
|
|
"grad_norm": 1.078125,
|
||
|
|
"learning_rate": 0.0003545,
|
||
|
|
"loss": 7.457,
|
||
|
|
"mean_token_accuracy": 0.09405799433588982,
|
||
|
|
"num_tokens": 1460206.0,
|
||
|
|
"step": 710
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.639090919494629,
|
||
|
|
"epoch": 0.04675341659582816,
|
||
|
|
"grad_norm": 1.0703125,
|
||
|
|
"learning_rate": 0.000357,
|
||
|
|
"loss": 7.5193,
|
||
|
|
"mean_token_accuracy": 0.09094901978969575,
|
||
|
|
"num_tokens": 1471286.0,
|
||
|
|
"step": 715
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.644714307785034,
|
||
|
|
"epoch": 0.04708036356502975,
|
||
|
|
"grad_norm": 1.1171875,
|
||
|
|
"learning_rate": 0.0003595,
|
||
|
|
"loss": 7.5432,
|
||
|
|
"mean_token_accuracy": 0.09027124419808388,
|
||
|
|
"num_tokens": 1481833.0,
|
||
|
|
"step": 720
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.645797395706177,
|
||
|
|
"epoch": 0.04740731053423135,
|
||
|
|
"grad_norm": 1.03125,
|
||
|
|
"learning_rate": 0.000362,
|
||
|
|
"loss": 7.4398,
|
||
|
|
"mean_token_accuracy": 0.09458292424678802,
|
||
|
|
"num_tokens": 1492146.0,
|
||
|
|
"step": 725
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.646700477600097,
|
||
|
|
"epoch": 0.04773425750343294,
|
||
|
|
"grad_norm": 0.95703125,
|
||
|
|
"learning_rate": 0.0003645,
|
||
|
|
"loss": 7.4943,
|
||
|
|
"mean_token_accuracy": 0.092915727943182,
|
||
|
|
"num_tokens": 1503115.0,
|
||
|
|
"step": 730
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.641965723037719,
|
||
|
|
"epoch": 0.04806120447263454,
|
||
|
|
"grad_norm": 0.9921875,
|
||
|
|
"learning_rate": 0.000367,
|
||
|
|
"loss": 7.4661,
|
||
|
|
"mean_token_accuracy": 0.09425919353961945,
|
||
|
|
"num_tokens": 1512262.0,
|
||
|
|
"step": 735
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.58311824798584,
|
||
|
|
"epoch": 0.048388151441836134,
|
||
|
|
"grad_norm": 1.1796875,
|
||
|
|
"learning_rate": 0.0003695,
|
||
|
|
"loss": 7.4133,
|
||
|
|
"mean_token_accuracy": 0.09847794026136399,
|
||
|
|
"num_tokens": 1522170.0,
|
||
|
|
"step": 740
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.678279685974121,
|
||
|
|
"epoch": 0.04871509841103773,
|
||
|
|
"grad_norm": 1.4140625,
|
||
|
|
"learning_rate": 0.000372,
|
||
|
|
"loss": 7.5892,
|
||
|
|
"mean_token_accuracy": 0.08588746264576912,
|
||
|
|
"num_tokens": 1533458.0,
|
||
|
|
"step": 745
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.60939655303955,
|
||
|
|
"epoch": 0.049042045380239326,
|
||
|
|
"grad_norm": 1.2265625,
|
||
|
|
"learning_rate": 0.0003745,
|
||
|
|
"loss": 7.5093,
|
||
|
|
"mean_token_accuracy": 0.09647220522165298,
|
||
|
|
"num_tokens": 1543835.0,
|
||
|
|
"step": 750
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.586400842666626,
|
||
|
|
"epoch": 0.04936899234944092,
|
||
|
|
"grad_norm": 1.0625,
|
||
|
|
"learning_rate": 0.000377,
|
||
|
|
"loss": 7.4396,
|
||
|
|
"mean_token_accuracy": 0.09263752400875092,
|
||
|
|
"num_tokens": 1554928.0,
|
||
|
|
"step": 755
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.5171217918396,
|
||
|
|
"epoch": 0.04969593931864252,
|
||
|
|
"grad_norm": 1.28125,
|
||
|
|
"learning_rate": 0.0003795,
|
||
|
|
"loss": 7.4243,
|
||
|
|
"mean_token_accuracy": 0.08944250419735908,
|
||
|
|
"num_tokens": 1564982.0,
|
||
|
|
"step": 760
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.628956365585327,
|
||
|
|
"epoch": 0.05002288628784411,
|
||
|
|
"grad_norm": 1.0078125,
|
||
|
|
"learning_rate": 0.000382,
|
||
|
|
"loss": 7.4411,
|
||
|
|
"mean_token_accuracy": 0.09137816503643989,
|
||
|
|
"num_tokens": 1575637.0,
|
||
|
|
"step": 765
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.6460768699646,
|
||
|
|
"epoch": 0.05034983325704571,
|
||
|
|
"grad_norm": 1.3203125,
|
||
|
|
"learning_rate": 0.0003845,
|
||
|
|
"loss": 7.5368,
|
||
|
|
"mean_token_accuracy": 0.08920445963740349,
|
||
|
|
"num_tokens": 1585759.0,
|
||
|
|
"step": 770
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.6024657726287845,
|
||
|
|
"epoch": 0.0506767802262473,
|
||
|
|
"grad_norm": 1.1015625,
|
||
|
|
"learning_rate": 0.00038700000000000003,
|
||
|
|
"loss": 7.4103,
|
||
|
|
"mean_token_accuracy": 0.09467457756400108,
|
||
|
|
"num_tokens": 1594608.0,
|
||
|
|
"step": 775
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.4974555492401125,
|
||
|
|
"epoch": 0.0510037271954489,
|
||
|
|
"grad_norm": 1.0859375,
|
||
|
|
"learning_rate": 0.00038950000000000003,
|
||
|
|
"loss": 7.3775,
|
||
|
|
"mean_token_accuracy": 0.08214250430464745,
|
||
|
|
"num_tokens": 1604956.0,
|
||
|
|
"step": 780
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.531370782852173,
|
||
|
|
"epoch": 0.051330674164650494,
|
||
|
|
"grad_norm": 1.109375,
|
||
|
|
"learning_rate": 0.00039200000000000004,
|
||
|
|
"loss": 7.4117,
|
||
|
|
"mean_token_accuracy": 0.09429344385862351,
|
||
|
|
"num_tokens": 1615408.0,
|
||
|
|
"step": 785
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.481987857818604,
|
||
|
|
"epoch": 0.05165762113385209,
|
||
|
|
"grad_norm": 1.1171875,
|
||
|
|
"learning_rate": 0.00039450000000000005,
|
||
|
|
"loss": 7.374,
|
||
|
|
"mean_token_accuracy": 0.0990242563188076,
|
||
|
|
"num_tokens": 1626543.0,
|
||
|
|
"step": 790
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.503841590881348,
|
||
|
|
"epoch": 0.051984568103053685,
|
||
|
|
"grad_norm": 1.125,
|
||
|
|
"learning_rate": 0.00039700000000000005,
|
||
|
|
"loss": 7.3723,
|
||
|
|
"mean_token_accuracy": 0.0934281051158905,
|
||
|
|
"num_tokens": 1636850.0,
|
||
|
|
"step": 795
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.552478551864624,
|
||
|
|
"epoch": 0.05231151507225528,
|
||
|
|
"grad_norm": 1.0234375,
|
||
|
|
"learning_rate": 0.0003995,
|
||
|
|
"loss": 7.4546,
|
||
|
|
"mean_token_accuracy": 0.09325189143419266,
|
||
|
|
"num_tokens": 1647375.0,
|
||
|
|
"step": 800
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.508175325393677,
|
||
|
|
"epoch": 0.05263846204145688,
|
||
|
|
"grad_norm": 1.15625,
|
||
|
|
"learning_rate": 0.000402,
|
||
|
|
"loss": 7.3956,
|
||
|
|
"mean_token_accuracy": 0.09508362561464309,
|
||
|
|
"num_tokens": 1657434.0,
|
||
|
|
"step": 805
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.525782871246338,
|
||
|
|
"epoch": 0.05296540901065847,
|
||
|
|
"grad_norm": 1.015625,
|
||
|
|
"learning_rate": 0.0004045,
|
||
|
|
"loss": 7.3759,
|
||
|
|
"mean_token_accuracy": 0.09434041827917099,
|
||
|
|
"num_tokens": 1668221.0,
|
||
|
|
"step": 810
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.4677405834198,
|
||
|
|
"epoch": 0.05329235597986007,
|
||
|
|
"grad_norm": 1.125,
|
||
|
|
"learning_rate": 0.00040699999999999997,
|
||
|
|
"loss": 7.4055,
|
||
|
|
"mean_token_accuracy": 0.09813953042030335,
|
||
|
|
"num_tokens": 1678721.0,
|
||
|
|
"step": 815
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.497503423690796,
|
||
|
|
"epoch": 0.05361930294906166,
|
||
|
|
"grad_norm": 1.0,
|
||
|
|
"learning_rate": 0.0004095,
|
||
|
|
"loss": 7.416,
|
||
|
|
"mean_token_accuracy": 0.09286611676216125,
|
||
|
|
"num_tokens": 1689039.0,
|
||
|
|
"step": 820
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.516896438598633,
|
||
|
|
"epoch": 0.05394624991826326,
|
||
|
|
"grad_norm": 1.1171875,
|
||
|
|
"learning_rate": 0.000412,
|
||
|
|
"loss": 7.4115,
|
||
|
|
"mean_token_accuracy": 0.09643441066145897,
|
||
|
|
"num_tokens": 1699256.0,
|
||
|
|
"step": 825
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.432146406173706,
|
||
|
|
"epoch": 0.054273196887464854,
|
||
|
|
"grad_norm": 0.953125,
|
||
|
|
"learning_rate": 0.0004145,
|
||
|
|
"loss": 7.3372,
|
||
|
|
"mean_token_accuracy": 0.09998627007007599,
|
||
|
|
"num_tokens": 1710016.0,
|
||
|
|
"step": 830
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.511775302886963,
|
||
|
|
"epoch": 0.05460014385666645,
|
||
|
|
"grad_norm": 1.1171875,
|
||
|
|
"learning_rate": 0.000417,
|
||
|
|
"loss": 7.3758,
|
||
|
|
"mean_token_accuracy": 0.09355643093585968,
|
||
|
|
"num_tokens": 1721182.0,
|
||
|
|
"step": 835
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.542740154266357,
|
||
|
|
"epoch": 0.054927090825868045,
|
||
|
|
"grad_norm": 1.078125,
|
||
|
|
"learning_rate": 0.0004195,
|
||
|
|
"loss": 7.3933,
|
||
|
|
"mean_token_accuracy": 0.09180661812424659,
|
||
|
|
"num_tokens": 1732103.0,
|
||
|
|
"step": 840
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.515568685531616,
|
||
|
|
"epoch": 0.05525403779506964,
|
||
|
|
"grad_norm": 1.078125,
|
||
|
|
"learning_rate": 0.000422,
|
||
|
|
"loss": 7.3877,
|
||
|
|
"mean_token_accuracy": 0.09569102376699448,
|
||
|
|
"num_tokens": 1742277.0,
|
||
|
|
"step": 845
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.499371337890625,
|
||
|
|
"epoch": 0.055580984764271237,
|
||
|
|
"grad_norm": 1.21875,
|
||
|
|
"learning_rate": 0.0004245,
|
||
|
|
"loss": 7.4082,
|
||
|
|
"mean_token_accuracy": 0.0913012869656086,
|
||
|
|
"num_tokens": 1754218.0,
|
||
|
|
"step": 850
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.416450786590576,
|
||
|
|
"epoch": 0.05590793173347283,
|
||
|
|
"grad_norm": 1.03125,
|
||
|
|
"learning_rate": 0.000427,
|
||
|
|
"loss": 7.3677,
|
||
|
|
"mean_token_accuracy": 0.09422364756464958,
|
||
|
|
"num_tokens": 1764923.0,
|
||
|
|
"step": 855
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.427515649795533,
|
||
|
|
"epoch": 0.05623487870267443,
|
||
|
|
"grad_norm": 1.2265625,
|
||
|
|
"learning_rate": 0.0004295,
|
||
|
|
"loss": 7.3562,
|
||
|
|
"mean_token_accuracy": 0.09332785978913308,
|
||
|
|
"num_tokens": 1775449.0,
|
||
|
|
"step": 860
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.416171264648438,
|
||
|
|
"epoch": 0.05656182567187602,
|
||
|
|
"grad_norm": 1.078125,
|
||
|
|
"learning_rate": 0.000432,
|
||
|
|
"loss": 7.3251,
|
||
|
|
"mean_token_accuracy": 0.09550227224826813,
|
||
|
|
"num_tokens": 1785953.0,
|
||
|
|
"step": 865
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.45971794128418,
|
||
|
|
"epoch": 0.05688877264107762,
|
||
|
|
"grad_norm": 0.94921875,
|
||
|
|
"learning_rate": 0.0004345,
|
||
|
|
"loss": 7.3897,
|
||
|
|
"mean_token_accuracy": 0.09133484959602356,
|
||
|
|
"num_tokens": 1797457.0,
|
||
|
|
"step": 870
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.47162561416626,
|
||
|
|
"epoch": 0.057215719610279214,
|
||
|
|
"grad_norm": 1.1484375,
|
||
|
|
"learning_rate": 0.000437,
|
||
|
|
"loss": 7.3432,
|
||
|
|
"mean_token_accuracy": 0.1010080873966217,
|
||
|
|
"num_tokens": 1807541.0,
|
||
|
|
"step": 875
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.406948661804199,
|
||
|
|
"epoch": 0.05754266657948081,
|
||
|
|
"grad_norm": 1.046875,
|
||
|
|
"learning_rate": 0.0004395,
|
||
|
|
"loss": 7.2571,
|
||
|
|
"mean_token_accuracy": 0.10240738689899445,
|
||
|
|
"num_tokens": 1816942.0,
|
||
|
|
"step": 880
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.332617282867432,
|
||
|
|
"epoch": 0.057869613548682405,
|
||
|
|
"grad_norm": 1.0703125,
|
||
|
|
"learning_rate": 0.000442,
|
||
|
|
"loss": 7.3166,
|
||
|
|
"mean_token_accuracy": 0.09722614660859108,
|
||
|
|
"num_tokens": 1828562.0,
|
||
|
|
"step": 885
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.317634105682373,
|
||
|
|
"epoch": 0.058196560517884,
|
||
|
|
"grad_norm": 1.109375,
|
||
|
|
"learning_rate": 0.0004445,
|
||
|
|
"loss": 7.2702,
|
||
|
|
"mean_token_accuracy": 0.10308469980955123,
|
||
|
|
"num_tokens": 1838574.0,
|
||
|
|
"step": 890
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.4581560611724855,
|
||
|
|
"epoch": 0.058523507487085596,
|
||
|
|
"grad_norm": 1.1171875,
|
||
|
|
"learning_rate": 0.000447,
|
||
|
|
"loss": 7.2847,
|
||
|
|
"mean_token_accuracy": 0.10133275091648102,
|
||
|
|
"num_tokens": 1848900.0,
|
||
|
|
"step": 895
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.27069730758667,
|
||
|
|
"epoch": 0.05885045445628719,
|
||
|
|
"grad_norm": 1.09375,
|
||
|
|
"learning_rate": 0.00044950000000000003,
|
||
|
|
"loss": 7.4122,
|
||
|
|
"mean_token_accuracy": 0.09220485016703606,
|
||
|
|
"num_tokens": 1859476.0,
|
||
|
|
"step": 900
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.503418350219727,
|
||
|
|
"epoch": 0.05917740142548879,
|
||
|
|
"grad_norm": 1.0546875,
|
||
|
|
"learning_rate": 0.00045200000000000004,
|
||
|
|
"loss": 7.2932,
|
||
|
|
"mean_token_accuracy": 0.09607853069901466,
|
||
|
|
"num_tokens": 1868619.0,
|
||
|
|
"step": 905
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.368823909759522,
|
||
|
|
"epoch": 0.05950434839469038,
|
||
|
|
"grad_norm": 1.2578125,
|
||
|
|
"learning_rate": 0.00045450000000000004,
|
||
|
|
"loss": 7.3494,
|
||
|
|
"mean_token_accuracy": 0.10248463004827499,
|
||
|
|
"num_tokens": 1879556.0,
|
||
|
|
"step": 910
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.442554616928101,
|
||
|
|
"epoch": 0.05983129536389198,
|
||
|
|
"grad_norm": 1.09375,
|
||
|
|
"learning_rate": 0.00045700000000000005,
|
||
|
|
"loss": 7.3196,
|
||
|
|
"mean_token_accuracy": 0.09319584593176841,
|
||
|
|
"num_tokens": 1889780.0,
|
||
|
|
"step": 915
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.444570159912109,
|
||
|
|
"epoch": 0.060158242333093574,
|
||
|
|
"grad_norm": 1.1015625,
|
||
|
|
"learning_rate": 0.00045950000000000006,
|
||
|
|
"loss": 7.3905,
|
||
|
|
"mean_token_accuracy": 0.09182552620768547,
|
||
|
|
"num_tokens": 1899718.0,
|
||
|
|
"step": 920
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.221747827529907,
|
||
|
|
"epoch": 0.06048518930229517,
|
||
|
|
"grad_norm": 1.2109375,
|
||
|
|
"learning_rate": 0.000462,
|
||
|
|
"loss": 7.1978,
|
||
|
|
"mean_token_accuracy": 0.1042414702475071,
|
||
|
|
"num_tokens": 1909438.0,
|
||
|
|
"step": 925
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.3001227378845215,
|
||
|
|
"epoch": 0.060812136271496765,
|
||
|
|
"grad_norm": 1.1171875,
|
||
|
|
"learning_rate": 0.0004645,
|
||
|
|
"loss": 7.2655,
|
||
|
|
"mean_token_accuracy": 0.10486793145537376,
|
||
|
|
"num_tokens": 1918760.0,
|
||
|
|
"step": 930
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.414737510681152,
|
||
|
|
"epoch": 0.06113908324069836,
|
||
|
|
"grad_norm": 1.09375,
|
||
|
|
"learning_rate": 0.000467,
|
||
|
|
"loss": 7.2916,
|
||
|
|
"mean_token_accuracy": 0.09763090014457702,
|
||
|
|
"num_tokens": 1928233.0,
|
||
|
|
"step": 935
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.325099134445191,
|
||
|
|
"epoch": 0.061466030209899956,
|
||
|
|
"grad_norm": 1.0625,
|
||
|
|
"learning_rate": 0.0004695,
|
||
|
|
"loss": 7.2743,
|
||
|
|
"mean_token_accuracy": 0.09369279816746712,
|
||
|
|
"num_tokens": 1938986.0,
|
||
|
|
"step": 940
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.3215149402618405,
|
||
|
|
"epoch": 0.06179297717910155,
|
||
|
|
"grad_norm": 1.0234375,
|
||
|
|
"learning_rate": 0.000472,
|
||
|
|
"loss": 7.2483,
|
||
|
|
"mean_token_accuracy": 0.0932667076587677,
|
||
|
|
"num_tokens": 1949641.0,
|
||
|
|
"step": 945
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.295780611038208,
|
||
|
|
"epoch": 0.06211992414830315,
|
||
|
|
"grad_norm": 0.984375,
|
||
|
|
"learning_rate": 0.0004745,
|
||
|
|
"loss": 7.3606,
|
||
|
|
"mean_token_accuracy": 0.0916364073753357,
|
||
|
|
"num_tokens": 1960353.0,
|
||
|
|
"step": 950
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.411403512954712,
|
||
|
|
"epoch": 0.06244687111750474,
|
||
|
|
"grad_norm": 1.1328125,
|
||
|
|
"learning_rate": 0.000477,
|
||
|
|
"loss": 7.3178,
|
||
|
|
"mean_token_accuracy": 0.09297204315662384,
|
||
|
|
"num_tokens": 1970130.0,
|
||
|
|
"step": 955
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.3609161376953125,
|
||
|
|
"epoch": 0.06277381808670633,
|
||
|
|
"grad_norm": 0.99609375,
|
||
|
|
"learning_rate": 0.0004795,
|
||
|
|
"loss": 7.3095,
|
||
|
|
"mean_token_accuracy": 0.09885415062308311,
|
||
|
|
"num_tokens": 1980719.0,
|
||
|
|
"step": 960
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.2318257808685305,
|
||
|
|
"epoch": 0.06310076505590793,
|
||
|
|
"grad_norm": 0.9765625,
|
||
|
|
"learning_rate": 0.000482,
|
||
|
|
"loss": 7.2588,
|
||
|
|
"mean_token_accuracy": 0.09474370256066322,
|
||
|
|
"num_tokens": 1991468.0,
|
||
|
|
"step": 965
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.409163141250611,
|
||
|
|
"epoch": 0.06342771202510952,
|
||
|
|
"grad_norm": 1.203125,
|
||
|
|
"learning_rate": 0.0004845,
|
||
|
|
"loss": 7.2596,
|
||
|
|
"mean_token_accuracy": 0.09945956468582154,
|
||
|
|
"num_tokens": 2001845.0,
|
||
|
|
"step": 970
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.187266206741333,
|
||
|
|
"epoch": 0.06375465899431113,
|
||
|
|
"grad_norm": 1.171875,
|
||
|
|
"learning_rate": 0.000487,
|
||
|
|
"loss": 7.2604,
|
||
|
|
"mean_token_accuracy": 0.09942768141627312,
|
||
|
|
"num_tokens": 2011312.0,
|
||
|
|
"step": 975
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.328668689727783,
|
||
|
|
"epoch": 0.06408160596351271,
|
||
|
|
"grad_norm": 1.0859375,
|
||
|
|
"learning_rate": 0.0004895,
|
||
|
|
"loss": 7.2559,
|
||
|
|
"mean_token_accuracy": 0.10341975167393684,
|
||
|
|
"num_tokens": 2020167.0,
|
||
|
|
"step": 980
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.281127023696899,
|
||
|
|
"epoch": 0.06440855293271432,
|
||
|
|
"grad_norm": 1.0625,
|
||
|
|
"learning_rate": 0.000492,
|
||
|
|
"loss": 7.2,
|
||
|
|
"mean_token_accuracy": 0.10184870287775993,
|
||
|
|
"num_tokens": 2030696.0,
|
||
|
|
"step": 985
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.364079809188842,
|
||
|
|
"epoch": 0.0647354999019159,
|
||
|
|
"grad_norm": 1.109375,
|
||
|
|
"learning_rate": 0.0004945,
|
||
|
|
"loss": 7.2621,
|
||
|
|
"mean_token_accuracy": 0.09647839814424515,
|
||
|
|
"num_tokens": 2040876.0,
|
||
|
|
"step": 990
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.221489000320434,
|
||
|
|
"epoch": 0.06506244687111751,
|
||
|
|
"grad_norm": 0.953125,
|
||
|
|
"learning_rate": 0.000497,
|
||
|
|
"loss": 7.2428,
|
||
|
|
"mean_token_accuracy": 0.09806701317429542,
|
||
|
|
"num_tokens": 2051671.0,
|
||
|
|
"step": 995
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"entropy": 7.305253982543945,
|
||
|
|
"epoch": 0.0653893938403191,
|
||
|
|
"grad_norm": 1.0625,
|
||
|
|
"learning_rate": 0.0004995,
|
||
|
|
"loss": 7.0921,
|
||
|
|
"mean_token_accuracy": 0.10917930230498314,
|
||
|
|
"num_tokens": 2062662.0,
|
||
|
|
"step": 1000
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"logging_steps": 5,
|
||
|
|
"max_steps": 4000,
|
||
|
|
"num_input_tokens_seen": 0,
|
||
|
|
"num_train_epochs": 1,
|
||
|
|
"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": 3256964352000000.0,
|
||
|
|
"train_batch_size": 16,
|
||
|
|
"trial_name": null,
|
||
|
|
"trial_params": null
|
||
|
|
}
|