0x1202's picture
Training in progress, epoch 0, checkpoint
1d32810 verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.8864265927977839,
"eval_steps": 100,
"global_step": 400,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.00221606648199446,
"eval_loss": 3.0546226501464844,
"eval_runtime": 28.6402,
"eval_samples_per_second": 6.634,
"eval_steps_per_second": 3.317,
"step": 1
},
{
"epoch": 0.0110803324099723,
"grad_norm": 40.4317626953125,
"learning_rate": 1.6666666666666667e-05,
"loss": 10.0604,
"step": 5
},
{
"epoch": 0.0221606648199446,
"grad_norm": 41.771488189697266,
"learning_rate": 3.3333333333333335e-05,
"loss": 10.0699,
"step": 10
},
{
"epoch": 0.0332409972299169,
"grad_norm": 42.931514739990234,
"learning_rate": 5e-05,
"loss": 8.1899,
"step": 15
},
{
"epoch": 0.0443213296398892,
"grad_norm": 22.341644287109375,
"learning_rate": 6.666666666666667e-05,
"loss": 5.8259,
"step": 20
},
{
"epoch": 0.055401662049861494,
"grad_norm": 35.03843307495117,
"learning_rate": 8.333333333333334e-05,
"loss": 4.4083,
"step": 25
},
{
"epoch": 0.0664819944598338,
"grad_norm": 44.581172943115234,
"learning_rate": 0.0001,
"loss": 2.615,
"step": 30
},
{
"epoch": 0.07756232686980609,
"grad_norm": 20.425941467285156,
"learning_rate": 9.995494831023409e-05,
"loss": 2.357,
"step": 35
},
{
"epoch": 0.0886426592797784,
"grad_norm": 49.352970123291016,
"learning_rate": 9.981987442712633e-05,
"loss": 2.5549,
"step": 40
},
{
"epoch": 0.0997229916897507,
"grad_norm": 49.72975158691406,
"learning_rate": 9.959502176294383e-05,
"loss": 1.355,
"step": 45
},
{
"epoch": 0.11080332409972299,
"grad_norm": 30.52098846435547,
"learning_rate": 9.928079551738543e-05,
"loss": 1.0371,
"step": 50
},
{
"epoch": 0.12188365650969529,
"grad_norm": 32.97958755493164,
"learning_rate": 9.887776194738432e-05,
"loss": 2.4841,
"step": 55
},
{
"epoch": 0.1329639889196676,
"grad_norm": 17.2390079498291,
"learning_rate": 9.838664734667495e-05,
"loss": 2.5226,
"step": 60
},
{
"epoch": 0.1440443213296399,
"grad_norm": 14.520543098449707,
"learning_rate": 9.780833673696254e-05,
"loss": 1.9661,
"step": 65
},
{
"epoch": 0.15512465373961218,
"grad_norm": 8.61408805847168,
"learning_rate": 9.714387227305422e-05,
"loss": 1.5782,
"step": 70
},
{
"epoch": 0.16620498614958448,
"grad_norm": 37.85402297973633,
"learning_rate": 9.639445136482548e-05,
"loss": 1.5413,
"step": 75
},
{
"epoch": 0.1772853185595568,
"grad_norm": 14.777547836303711,
"learning_rate": 9.55614245194068e-05,
"loss": 1.3084,
"step": 80
},
{
"epoch": 0.1883656509695291,
"grad_norm": 15.355766296386719,
"learning_rate": 9.464629290747842e-05,
"loss": 2.0663,
"step": 85
},
{
"epoch": 0.1994459833795014,
"grad_norm": 13.375919342041016,
"learning_rate": 9.365070565805941e-05,
"loss": 1.1714,
"step": 90
},
{
"epoch": 0.21052631578947367,
"grad_norm": 19.361492156982422,
"learning_rate": 9.257645688666556e-05,
"loss": 1.2957,
"step": 95
},
{
"epoch": 0.22160664819944598,
"grad_norm": 32.2000732421875,
"learning_rate": 9.142548246219212e-05,
"loss": 1.245,
"step": 100
},
{
"epoch": 0.22160664819944598,
"eval_loss": 0.34181350469589233,
"eval_runtime": 29.2512,
"eval_samples_per_second": 6.495,
"eval_steps_per_second": 3.248,
"step": 100
},
{
"epoch": 0.23268698060941828,
"grad_norm": 17.071205139160156,
"learning_rate": 9.019985651834703e-05,
"loss": 2.5636,
"step": 105
},
{
"epoch": 0.24376731301939059,
"grad_norm": 13.007355690002441,
"learning_rate": 8.890178771592199e-05,
"loss": 2.0721,
"step": 110
},
{
"epoch": 0.2548476454293629,
"grad_norm": 9.219687461853027,
"learning_rate": 8.753361526263621e-05,
"loss": 1.2709,
"step": 115
},
{
"epoch": 0.2659279778393352,
"grad_norm": 15.053553581237793,
"learning_rate": 8.609780469772623e-05,
"loss": 1.8663,
"step": 120
},
{
"epoch": 0.2770083102493075,
"grad_norm": 16.7861328125,
"learning_rate": 8.459694344887732e-05,
"loss": 1.2774,
"step": 125
},
{
"epoch": 0.2880886426592798,
"grad_norm": 15.787662506103516,
"learning_rate": 8.303373616950408e-05,
"loss": 1.4413,
"step": 130
},
{
"epoch": 0.29916897506925205,
"grad_norm": 8.440824508666992,
"learning_rate": 8.141099986478212e-05,
"loss": 1.279,
"step": 135
},
{
"epoch": 0.31024930747922436,
"grad_norm": 31.337549209594727,
"learning_rate": 7.973165881521434e-05,
"loss": 1.3324,
"step": 140
},
{
"epoch": 0.32132963988919666,
"grad_norm": 5.685225963592529,
"learning_rate": 7.799873930687978e-05,
"loss": 1.1793,
"step": 145
},
{
"epoch": 0.33240997229916897,
"grad_norm": 33.529388427734375,
"learning_rate": 7.621536417786159e-05,
"loss": 1.1855,
"step": 150
},
{
"epoch": 0.34349030470914127,
"grad_norm": 13.9574556350708,
"learning_rate": 7.438474719068173e-05,
"loss": 2.081,
"step": 155
},
{
"epoch": 0.3545706371191136,
"grad_norm": 21.573740005493164,
"learning_rate": 7.251018724088367e-05,
"loss": 1.3671,
"step": 160
},
{
"epoch": 0.3656509695290859,
"grad_norm": 7.78122615814209,
"learning_rate": 7.059506241219965e-05,
"loss": 1.5839,
"step": 165
},
{
"epoch": 0.3767313019390582,
"grad_norm": 11.617698669433594,
"learning_rate": 6.864282388901544e-05,
"loss": 1.0815,
"step": 170
},
{
"epoch": 0.3878116343490305,
"grad_norm": 13.11463737487793,
"learning_rate": 6.665698973710288e-05,
"loss": 1.1565,
"step": 175
},
{
"epoch": 0.3988919667590028,
"grad_norm": 13.981616973876953,
"learning_rate": 6.464113856382752e-05,
"loss": 1.3213,
"step": 180
},
{
"epoch": 0.4099722991689751,
"grad_norm": 78.8832778930664,
"learning_rate": 6.259890306925627e-05,
"loss": 1.3421,
"step": 185
},
{
"epoch": 0.42105263157894735,
"grad_norm": 10.022073745727539,
"learning_rate": 6.0533963499786314e-05,
"loss": 1.5194,
"step": 190
},
{
"epoch": 0.43213296398891965,
"grad_norm": 6.625938892364502,
"learning_rate": 5.8450041016092464e-05,
"loss": 1.2761,
"step": 195
},
{
"epoch": 0.44321329639889195,
"grad_norm": 37.585079193115234,
"learning_rate": 5.6350890987343944e-05,
"loss": 1.3119,
"step": 200
},
{
"epoch": 0.44321329639889195,
"eval_loss": 0.3075096905231476,
"eval_runtime": 29.2699,
"eval_samples_per_second": 6.491,
"eval_steps_per_second": 3.246,
"step": 200
},
{
"epoch": 0.45429362880886426,
"grad_norm": 9.12763500213623,
"learning_rate": 5.4240296223775465e-05,
"loss": 1.9951,
"step": 205
},
{
"epoch": 0.46537396121883656,
"grad_norm": 18.240190505981445,
"learning_rate": 5.212206015980742e-05,
"loss": 2.0906,
"step": 210
},
{
"epoch": 0.47645429362880887,
"grad_norm": 25.478147506713867,
"learning_rate": 5e-05,
"loss": 2.0004,
"step": 215
},
{
"epoch": 0.48753462603878117,
"grad_norm": 16.697818756103516,
"learning_rate": 4.78779398401926e-05,
"loss": 1.4445,
"step": 220
},
{
"epoch": 0.4986149584487535,
"grad_norm": 10.243321418762207,
"learning_rate": 4.575970377622456e-05,
"loss": 0.9641,
"step": 225
},
{
"epoch": 0.5096952908587258,
"grad_norm": 17.184789657592773,
"learning_rate": 4.364910901265606e-05,
"loss": 1.0775,
"step": 230
},
{
"epoch": 0.5207756232686981,
"grad_norm": 8.637123107910156,
"learning_rate": 4.1549958983907555e-05,
"loss": 1.0721,
"step": 235
},
{
"epoch": 0.5318559556786704,
"grad_norm": 13.308157920837402,
"learning_rate": 3.94660365002137e-05,
"loss": 1.2811,
"step": 240
},
{
"epoch": 0.5429362880886427,
"grad_norm": 15.352422714233398,
"learning_rate": 3.740109693074375e-05,
"loss": 0.9938,
"step": 245
},
{
"epoch": 0.554016620498615,
"grad_norm": 18.489025115966797,
"learning_rate": 3.5358861436172485e-05,
"loss": 1.4049,
"step": 250
},
{
"epoch": 0.5650969529085873,
"grad_norm": 16.45484733581543,
"learning_rate": 3.334301026289712e-05,
"loss": 2.1442,
"step": 255
},
{
"epoch": 0.5761772853185596,
"grad_norm": 7.563566207885742,
"learning_rate": 3.135717611098458e-05,
"loss": 1.4987,
"step": 260
},
{
"epoch": 0.5872576177285319,
"grad_norm": 11.79305362701416,
"learning_rate": 2.9404937587800375e-05,
"loss": 1.5674,
"step": 265
},
{
"epoch": 0.5983379501385041,
"grad_norm": 6.213284492492676,
"learning_rate": 2.748981275911633e-05,
"loss": 1.0538,
"step": 270
},
{
"epoch": 0.6094182825484764,
"grad_norm": 18.65719985961914,
"learning_rate": 2.5615252809318284e-05,
"loss": 0.9036,
"step": 275
},
{
"epoch": 0.6204986149584487,
"grad_norm": 15.78054428100586,
"learning_rate": 2.3784635822138424e-05,
"loss": 1.08,
"step": 280
},
{
"epoch": 0.631578947368421,
"grad_norm": 3.284679651260376,
"learning_rate": 2.2001260693120233e-05,
"loss": 0.6218,
"step": 285
},
{
"epoch": 0.6426592797783933,
"grad_norm": 5.37770938873291,
"learning_rate": 2.026834118478567e-05,
"loss": 0.6554,
"step": 290
},
{
"epoch": 0.6537396121883656,
"grad_norm": 24.48253059387207,
"learning_rate": 1.858900013521788e-05,
"loss": 0.727,
"step": 295
},
{
"epoch": 0.6648199445983379,
"grad_norm": 12.94134521484375,
"learning_rate": 1.6966263830495936e-05,
"loss": 0.7653,
"step": 300
},
{
"epoch": 0.6648199445983379,
"eval_loss": 0.27097469568252563,
"eval_runtime": 29.2785,
"eval_samples_per_second": 6.489,
"eval_steps_per_second": 3.245,
"step": 300
},
{
"epoch": 0.6759002770083102,
"grad_norm": 15.39680004119873,
"learning_rate": 1.5403056551122697e-05,
"loss": 1.7607,
"step": 305
},
{
"epoch": 0.6869806094182825,
"grad_norm": 16.674484252929688,
"learning_rate": 1.3902195302273779e-05,
"loss": 1.8385,
"step": 310
},
{
"epoch": 0.6980609418282548,
"grad_norm": 10.502399444580078,
"learning_rate": 1.246638473736378e-05,
"loss": 1.2802,
"step": 315
},
{
"epoch": 0.7091412742382271,
"grad_norm": 9.889562606811523,
"learning_rate": 1.1098212284078036e-05,
"loss": 1.0546,
"step": 320
},
{
"epoch": 0.7202216066481995,
"grad_norm": 5.083305835723877,
"learning_rate": 9.800143481652979e-06,
"loss": 0.3813,
"step": 325
},
{
"epoch": 0.7313019390581718,
"grad_norm": 11.659056663513184,
"learning_rate": 8.574517537807897e-06,
"loss": 1.171,
"step": 330
},
{
"epoch": 0.7423822714681441,
"grad_norm": 9.71153736114502,
"learning_rate": 7.423543113334436e-06,
"loss": 1.0335,
"step": 335
},
{
"epoch": 0.7534626038781164,
"grad_norm": 12.402853965759277,
"learning_rate": 6.349294341940593e-06,
"loss": 0.6699,
"step": 340
},
{
"epoch": 0.7645429362880887,
"grad_norm": 45.955116271972656,
"learning_rate": 5.353707092521582e-06,
"loss": 1.0712,
"step": 345
},
{
"epoch": 0.775623268698061,
"grad_norm": 21.709836959838867,
"learning_rate": 4.43857548059321e-06,
"loss": 1.243,
"step": 350
},
{
"epoch": 0.7867036011080333,
"grad_norm": 12.371013641357422,
"learning_rate": 3.605548635174533e-06,
"loss": 1.6315,
"step": 355
},
{
"epoch": 0.7977839335180056,
"grad_norm": 15.897541999816895,
"learning_rate": 2.85612772694579e-06,
"loss": 0.9951,
"step": 360
},
{
"epoch": 0.8088642659279779,
"grad_norm": 13.310140609741211,
"learning_rate": 2.191663263037458e-06,
"loss": 1.2105,
"step": 365
},
{
"epoch": 0.8199445983379502,
"grad_norm": 4.561711311340332,
"learning_rate": 1.6133526533250565e-06,
"loss": 0.7344,
"step": 370
},
{
"epoch": 0.8310249307479224,
"grad_norm": 7.639242649078369,
"learning_rate": 1.1222380526156928e-06,
"loss": 0.9416,
"step": 375
},
{
"epoch": 0.8421052631578947,
"grad_norm": 9.151134490966797,
"learning_rate": 7.192044826145771e-07,
"loss": 1.2359,
"step": 380
},
{
"epoch": 0.853185595567867,
"grad_norm": 8.265776634216309,
"learning_rate": 4.049782370561583e-07,
"loss": 0.7159,
"step": 385
},
{
"epoch": 0.8642659279778393,
"grad_norm": 11.744566917419434,
"learning_rate": 1.8012557287367392e-07,
"loss": 0.9993,
"step": 390
},
{
"epoch": 0.8753462603878116,
"grad_norm": 22.258119583129883,
"learning_rate": 4.5051689765929214e-08,
"loss": 0.9772,
"step": 395
},
{
"epoch": 0.8864265927977839,
"grad_norm": 39.517921447753906,
"learning_rate": 0.0,
"loss": 1.3352,
"step": 400
},
{
"epoch": 0.8864265927977839,
"eval_loss": 0.24912621080875397,
"eval_runtime": 29.259,
"eval_samples_per_second": 6.494,
"eval_steps_per_second": 3.247,
"step": 400
}
],
"logging_steps": 5,
"max_steps": 400,
"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": true
},
"attributes": {}
}
},
"total_flos": 2.8007695351441e+17,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}