innovation-hacking2's picture
Upload folder using huggingface_hub
ad5fb8e verified
{
"best_metric": 3.3120391368865967,
"best_model_checkpoint": "./models/full-finetuning/german-gpt2/checkpoint-58000",
"epoch": 1.0,
"eval_steps": 1000,
"global_step": 59835,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.008356313194618534,
"grad_norm": 7.7337164878845215,
"learning_rate": 4.97e-05,
"loss": 5.7213,
"step": 500
},
{
"epoch": 0.016712626389237067,
"grad_norm": 6.002913951873779,
"learning_rate": 4.95811915395635e-05,
"loss": 4.8528,
"step": 1000
},
{
"epoch": 0.016712626389237067,
"eval_loss": 4.570379734039307,
"eval_runtime": 33.8087,
"eval_samples_per_second": 131.978,
"eval_steps_per_second": 16.505,
"step": 1000
},
{
"epoch": 0.025068939583855605,
"grad_norm": 5.462852478027344,
"learning_rate": 4.915985506025112e-05,
"loss": 4.6135,
"step": 1500
},
{
"epoch": 0.033425252778474135,
"grad_norm": 6.940282821655273,
"learning_rate": 4.873851858093874e-05,
"loss": 4.4938,
"step": 2000
},
{
"epoch": 0.033425252778474135,
"eval_loss": 4.2595720291137695,
"eval_runtime": 36.1247,
"eval_samples_per_second": 123.516,
"eval_steps_per_second": 15.446,
"step": 2000
},
{
"epoch": 0.04178156597309267,
"grad_norm": 6.612778663635254,
"learning_rate": 4.8317182101626365e-05,
"loss": 4.3683,
"step": 2500
},
{
"epoch": 0.05013787916771121,
"grad_norm": 5.179454803466797,
"learning_rate": 4.789584562231398e-05,
"loss": 4.2089,
"step": 3000
},
{
"epoch": 0.05013787916771121,
"eval_loss": 4.104772567749023,
"eval_runtime": 33.8319,
"eval_samples_per_second": 131.887,
"eval_steps_per_second": 16.493,
"step": 3000
},
{
"epoch": 0.05849419236232974,
"grad_norm": 4.007822036743164,
"learning_rate": 4.74745091430016e-05,
"loss": 4.2532,
"step": 3500
},
{
"epoch": 0.06685050555694827,
"grad_norm": 5.069295883178711,
"learning_rate": 4.7053172663689226e-05,
"loss": 4.2046,
"step": 4000
},
{
"epoch": 0.06685050555694827,
"eval_loss": 4.0018157958984375,
"eval_runtime": 33.841,
"eval_samples_per_second": 131.852,
"eval_steps_per_second": 16.489,
"step": 4000
},
{
"epoch": 0.0752068187515668,
"grad_norm": 8.424234390258789,
"learning_rate": 4.663183618437685e-05,
"loss": 4.1513,
"step": 4500
},
{
"epoch": 0.08356313194618534,
"grad_norm": 5.6522016525268555,
"learning_rate": 4.621049970506447e-05,
"loss": 4.0912,
"step": 5000
},
{
"epoch": 0.08356313194618534,
"eval_loss": 3.927964687347412,
"eval_runtime": 33.8173,
"eval_samples_per_second": 131.944,
"eval_steps_per_second": 16.5,
"step": 5000
},
{
"epoch": 0.09191944514080387,
"grad_norm": 6.062402248382568,
"learning_rate": 4.5789163225752086e-05,
"loss": 4.0602,
"step": 5500
},
{
"epoch": 0.10027575833542242,
"grad_norm": 4.522783279418945,
"learning_rate": 4.536782674643971e-05,
"loss": 4.0243,
"step": 6000
},
{
"epoch": 0.10027575833542242,
"eval_loss": 3.8684792518615723,
"eval_runtime": 33.8061,
"eval_samples_per_second": 131.988,
"eval_steps_per_second": 16.506,
"step": 6000
},
{
"epoch": 0.10863207153004095,
"grad_norm": 5.732029914855957,
"learning_rate": 4.494649026712733e-05,
"loss": 3.9523,
"step": 6500
},
{
"epoch": 0.11698838472465949,
"grad_norm": 5.034173011779785,
"learning_rate": 4.452599646077358e-05,
"loss": 3.9991,
"step": 7000
},
{
"epoch": 0.11698838472465949,
"eval_loss": 3.818037748336792,
"eval_runtime": 33.7911,
"eval_samples_per_second": 132.047,
"eval_steps_per_second": 16.513,
"step": 7000
},
{
"epoch": 0.12534469791927802,
"grad_norm": 6.326226711273193,
"learning_rate": 4.41046599814612e-05,
"loss": 3.9681,
"step": 7500
},
{
"epoch": 0.13370101111389654,
"grad_norm": 5.3602495193481445,
"learning_rate": 4.368332350214882e-05,
"loss": 3.9101,
"step": 8000
},
{
"epoch": 0.13370101111389654,
"eval_loss": 3.7742578983306885,
"eval_runtime": 33.7987,
"eval_samples_per_second": 132.017,
"eval_steps_per_second": 16.51,
"step": 8000
},
{
"epoch": 0.1420573243085151,
"grad_norm": 6.7508111000061035,
"learning_rate": 4.326198702283644e-05,
"loss": 3.9032,
"step": 8500
},
{
"epoch": 0.1504136375031336,
"grad_norm": 5.866630554199219,
"learning_rate": 4.2840650543524055e-05,
"loss": 3.8962,
"step": 9000
},
{
"epoch": 0.1504136375031336,
"eval_loss": 3.7523410320281982,
"eval_runtime": 33.8046,
"eval_samples_per_second": 131.994,
"eval_steps_per_second": 16.507,
"step": 9000
},
{
"epoch": 0.15876995069775215,
"grad_norm": 4.693000316619873,
"learning_rate": 4.241931406421168e-05,
"loss": 3.853,
"step": 9500
},
{
"epoch": 0.16712626389237067,
"grad_norm": 5.653314113616943,
"learning_rate": 4.199882025785793e-05,
"loss": 3.8244,
"step": 10000
},
{
"epoch": 0.16712626389237067,
"eval_loss": 3.711071014404297,
"eval_runtime": 33.8163,
"eval_samples_per_second": 131.948,
"eval_steps_per_second": 16.501,
"step": 10000
},
{
"epoch": 0.17548257708698922,
"grad_norm": 4.951623439788818,
"learning_rate": 4.157748377854555e-05,
"loss": 3.8097,
"step": 10500
},
{
"epoch": 0.18383889028160774,
"grad_norm": 9.94375228881836,
"learning_rate": 4.115614729923317e-05,
"loss": 3.7687,
"step": 11000
},
{
"epoch": 0.18383889028160774,
"eval_loss": 3.6785600185394287,
"eval_runtime": 33.809,
"eval_samples_per_second": 131.977,
"eval_steps_per_second": 16.504,
"step": 11000
},
{
"epoch": 0.1921952034762263,
"grad_norm": 7.155759334564209,
"learning_rate": 4.0734810819920794e-05,
"loss": 3.8008,
"step": 11500
},
{
"epoch": 0.20055151667084484,
"grad_norm": 3.9872701168060303,
"learning_rate": 4.031347434060841e-05,
"loss": 3.7853,
"step": 12000
},
{
"epoch": 0.20055151667084484,
"eval_loss": 3.655622959136963,
"eval_runtime": 33.807,
"eval_samples_per_second": 131.985,
"eval_steps_per_second": 16.505,
"step": 12000
},
{
"epoch": 0.20890782986546336,
"grad_norm": 7.3907647132873535,
"learning_rate": 3.989298053425466e-05,
"loss": 3.8082,
"step": 12500
},
{
"epoch": 0.2172641430600819,
"grad_norm": 4.089804172515869,
"learning_rate": 3.947164405494228e-05,
"loss": 3.7216,
"step": 13000
},
{
"epoch": 0.2172641430600819,
"eval_loss": 3.641737937927246,
"eval_runtime": 33.7976,
"eval_samples_per_second": 132.021,
"eval_steps_per_second": 16.51,
"step": 13000
},
{
"epoch": 0.22562045625470042,
"grad_norm": 3.7814671993255615,
"learning_rate": 3.90503075756299e-05,
"loss": 3.7132,
"step": 13500
},
{
"epoch": 0.23397676944931897,
"grad_norm": 5.00490665435791,
"learning_rate": 3.8628971096317526e-05,
"loss": 3.7508,
"step": 14000
},
{
"epoch": 0.23397676944931897,
"eval_loss": 3.6097123622894287,
"eval_runtime": 33.8097,
"eval_samples_per_second": 131.974,
"eval_steps_per_second": 16.504,
"step": 14000
},
{
"epoch": 0.2423330826439375,
"grad_norm": 4.1177659034729,
"learning_rate": 3.820763461700515e-05,
"loss": 3.7317,
"step": 14500
},
{
"epoch": 0.25068939583855604,
"grad_norm": 5.807891845703125,
"learning_rate": 3.7786298137692763e-05,
"loss": 3.7186,
"step": 15000
},
{
"epoch": 0.25068939583855604,
"eval_loss": 3.5940768718719482,
"eval_runtime": 33.8398,
"eval_samples_per_second": 131.856,
"eval_steps_per_second": 16.489,
"step": 15000
},
{
"epoch": 0.2590457090331746,
"grad_norm": 5.580984592437744,
"learning_rate": 3.736496165838038e-05,
"loss": 3.7059,
"step": 15500
},
{
"epoch": 0.2674020222277931,
"grad_norm": 5.553014278411865,
"learning_rate": 3.6943625179068e-05,
"loss": 3.6317,
"step": 16000
},
{
"epoch": 0.2674020222277931,
"eval_loss": 3.5815696716308594,
"eval_runtime": 33.7945,
"eval_samples_per_second": 132.033,
"eval_steps_per_second": 16.512,
"step": 16000
},
{
"epoch": 0.2757583354224116,
"grad_norm": 7.818964958190918,
"learning_rate": 3.652313137271425e-05,
"loss": 3.6837,
"step": 16500
},
{
"epoch": 0.2841146486170302,
"grad_norm": 7.232082843780518,
"learning_rate": 3.610179489340187e-05,
"loss": 3.6965,
"step": 17000
},
{
"epoch": 0.2841146486170302,
"eval_loss": 3.559220552444458,
"eval_runtime": 33.8032,
"eval_samples_per_second": 131.999,
"eval_steps_per_second": 16.507,
"step": 17000
},
{
"epoch": 0.2924709618116487,
"grad_norm": 5.058260917663574,
"learning_rate": 3.5680458414089495e-05,
"loss": 3.6218,
"step": 17500
},
{
"epoch": 0.3008272750062672,
"grad_norm": 6.645322322845459,
"learning_rate": 3.525912193477712e-05,
"loss": 3.6203,
"step": 18000
},
{
"epoch": 0.3008272750062672,
"eval_loss": 3.5445735454559326,
"eval_runtime": 33.826,
"eval_samples_per_second": 131.911,
"eval_steps_per_second": 16.496,
"step": 18000
},
{
"epoch": 0.30918358820088576,
"grad_norm": 6.7204084396362305,
"learning_rate": 3.483862812842336e-05,
"loss": 3.6135,
"step": 18500
},
{
"epoch": 0.3175399013955043,
"grad_norm": 5.846601486206055,
"learning_rate": 3.441729164911098e-05,
"loss": 3.6139,
"step": 19000
},
{
"epoch": 0.3175399013955043,
"eval_loss": 3.529482364654541,
"eval_runtime": 33.8084,
"eval_samples_per_second": 131.979,
"eval_steps_per_second": 16.505,
"step": 19000
},
{
"epoch": 0.32589621459012286,
"grad_norm": 4.412099838256836,
"learning_rate": 3.3995955169798604e-05,
"loss": 3.6202,
"step": 19500
},
{
"epoch": 0.33425252778474135,
"grad_norm": 6.884310722351074,
"learning_rate": 3.357461869048623e-05,
"loss": 3.5862,
"step": 20000
},
{
"epoch": 0.33425252778474135,
"eval_loss": 3.518963098526001,
"eval_runtime": 33.8217,
"eval_samples_per_second": 131.927,
"eval_steps_per_second": 16.498,
"step": 20000
},
{
"epoch": 0.3426088409793599,
"grad_norm": 4.762236595153809,
"learning_rate": 3.315328221117385e-05,
"loss": 3.613,
"step": 20500
},
{
"epoch": 0.35096515417397844,
"grad_norm": 3.5604190826416016,
"learning_rate": 3.273278840482009e-05,
"loss": 3.5767,
"step": 21000
},
{
"epoch": 0.35096515417397844,
"eval_loss": 3.5067789554595947,
"eval_runtime": 33.8036,
"eval_samples_per_second": 131.998,
"eval_steps_per_second": 16.507,
"step": 21000
},
{
"epoch": 0.359321467368597,
"grad_norm": 3.5096914768218994,
"learning_rate": 3.2311451925507714e-05,
"loss": 3.5692,
"step": 21500
},
{
"epoch": 0.3676777805632155,
"grad_norm": 4.54230260848999,
"learning_rate": 3.1890115446195336e-05,
"loss": 3.5914,
"step": 22000
},
{
"epoch": 0.3676777805632155,
"eval_loss": 3.491032361984253,
"eval_runtime": 33.8108,
"eval_samples_per_second": 131.97,
"eval_steps_per_second": 16.504,
"step": 22000
},
{
"epoch": 0.37603409375783403,
"grad_norm": 5.874061584472656,
"learning_rate": 3.146877896688296e-05,
"loss": 3.6494,
"step": 22500
},
{
"epoch": 0.3843904069524526,
"grad_norm": 5.265365123748779,
"learning_rate": 3.10482851605292e-05,
"loss": 3.5796,
"step": 23000
},
{
"epoch": 0.3843904069524526,
"eval_loss": 3.4834258556365967,
"eval_runtime": 33.7961,
"eval_samples_per_second": 132.027,
"eval_steps_per_second": 16.511,
"step": 23000
},
{
"epoch": 0.3927467201470711,
"grad_norm": 4.7764129638671875,
"learning_rate": 3.062694868121682e-05,
"loss": 3.5603,
"step": 23500
},
{
"epoch": 0.4011030333416897,
"grad_norm": 4.89961576461792,
"learning_rate": 3.0205612201904442e-05,
"loss": 3.5427,
"step": 24000
},
{
"epoch": 0.4011030333416897,
"eval_loss": 3.476203203201294,
"eval_runtime": 33.8616,
"eval_samples_per_second": 131.772,
"eval_steps_per_second": 16.479,
"step": 24000
},
{
"epoch": 0.40945934653630817,
"grad_norm": 6.659942150115967,
"learning_rate": 2.9784275722592064e-05,
"loss": 3.5559,
"step": 24500
},
{
"epoch": 0.4178156597309267,
"grad_norm": 4.591799259185791,
"learning_rate": 2.936378191623831e-05,
"loss": 3.5087,
"step": 25000
},
{
"epoch": 0.4178156597309267,
"eval_loss": 3.465503454208374,
"eval_runtime": 33.8191,
"eval_samples_per_second": 131.937,
"eval_steps_per_second": 16.5,
"step": 25000
},
{
"epoch": 0.42617197292554526,
"grad_norm": 4.84548282623291,
"learning_rate": 2.894244543692593e-05,
"loss": 3.5474,
"step": 25500
},
{
"epoch": 0.4345282861201638,
"grad_norm": 5.839838027954102,
"learning_rate": 2.852110895761355e-05,
"loss": 3.5723,
"step": 26000
},
{
"epoch": 0.4345282861201638,
"eval_loss": 3.458843946456909,
"eval_runtime": 33.8846,
"eval_samples_per_second": 131.682,
"eval_steps_per_second": 16.468,
"step": 26000
},
{
"epoch": 0.4428845993147823,
"grad_norm": 3.7624571323394775,
"learning_rate": 2.8099772478301174e-05,
"loss": 3.4898,
"step": 26500
},
{
"epoch": 0.45124091250940085,
"grad_norm": 4.763157844543457,
"learning_rate": 2.7678435998988793e-05,
"loss": 3.5493,
"step": 27000
},
{
"epoch": 0.45124091250940085,
"eval_loss": 3.4483096599578857,
"eval_runtime": 33.7859,
"eval_samples_per_second": 132.067,
"eval_steps_per_second": 16.516,
"step": 27000
},
{
"epoch": 0.4595972257040194,
"grad_norm": 4.820297718048096,
"learning_rate": 2.725794219263504e-05,
"loss": 3.5162,
"step": 27500
},
{
"epoch": 0.46795353889863794,
"grad_norm": 8.342415809631348,
"learning_rate": 2.683660571332266e-05,
"loss": 3.4815,
"step": 28000
},
{
"epoch": 0.46795353889863794,
"eval_loss": 3.4425435066223145,
"eval_runtime": 33.8093,
"eval_samples_per_second": 131.976,
"eval_steps_per_second": 16.504,
"step": 28000
},
{
"epoch": 0.47630985209325644,
"grad_norm": 3.9816768169403076,
"learning_rate": 2.641526923401028e-05,
"loss": 3.5168,
"step": 28500
},
{
"epoch": 0.484666165287875,
"grad_norm": 4.662781715393066,
"learning_rate": 2.5993932754697902e-05,
"loss": 3.5442,
"step": 29000
},
{
"epoch": 0.484666165287875,
"eval_loss": 3.4301340579986572,
"eval_runtime": 33.7983,
"eval_samples_per_second": 132.018,
"eval_steps_per_second": 16.51,
"step": 29000
},
{
"epoch": 0.49302247848249353,
"grad_norm": 5.855069160461426,
"learning_rate": 2.5573438948344148e-05,
"loss": 3.5048,
"step": 29500
},
{
"epoch": 0.5013787916771121,
"grad_norm": 3.8957674503326416,
"learning_rate": 2.515210246903177e-05,
"loss": 3.5452,
"step": 30000
},
{
"epoch": 0.5013787916771121,
"eval_loss": 3.4219019412994385,
"eval_runtime": 33.8062,
"eval_samples_per_second": 131.988,
"eval_steps_per_second": 16.506,
"step": 30000
},
{
"epoch": 0.5097351048717306,
"grad_norm": 5.273784160614014,
"learning_rate": 2.473076598971939e-05,
"loss": 3.4951,
"step": 30500
},
{
"epoch": 0.5180914180663492,
"grad_norm": 6.109909534454346,
"learning_rate": 2.430942951040701e-05,
"loss": 3.4879,
"step": 31000
},
{
"epoch": 0.5180914180663492,
"eval_loss": 3.419405698776245,
"eval_runtime": 33.7875,
"eval_samples_per_second": 132.061,
"eval_steps_per_second": 16.515,
"step": 31000
},
{
"epoch": 0.5264477312609677,
"grad_norm": 7.194368839263916,
"learning_rate": 2.3888935704053257e-05,
"loss": 3.5259,
"step": 31500
},
{
"epoch": 0.5348040444555862,
"grad_norm": 4.303890228271484,
"learning_rate": 2.3468441897699503e-05,
"loss": 3.4956,
"step": 32000
},
{
"epoch": 0.5348040444555862,
"eval_loss": 3.4062435626983643,
"eval_runtime": 33.8183,
"eval_samples_per_second": 131.94,
"eval_steps_per_second": 16.5,
"step": 32000
},
{
"epoch": 0.5431603576502048,
"grad_norm": 4.180033206939697,
"learning_rate": 2.3047105418387125e-05,
"loss": 3.5137,
"step": 32500
},
{
"epoch": 0.5515166708448233,
"grad_norm": 4.65141487121582,
"learning_rate": 2.2625768939074744e-05,
"loss": 3.4635,
"step": 33000
},
{
"epoch": 0.5515166708448233,
"eval_loss": 3.3979876041412354,
"eval_runtime": 33.8238,
"eval_samples_per_second": 131.919,
"eval_steps_per_second": 16.497,
"step": 33000
},
{
"epoch": 0.5598729840394417,
"grad_norm": 7.3677215576171875,
"learning_rate": 2.2204432459762367e-05,
"loss": 3.5071,
"step": 33500
},
{
"epoch": 0.5682292972340603,
"grad_norm": 4.072124481201172,
"learning_rate": 2.178309598044999e-05,
"loss": 3.4836,
"step": 34000
},
{
"epoch": 0.5682292972340603,
"eval_loss": 3.3961925506591797,
"eval_runtime": 33.8074,
"eval_samples_per_second": 131.983,
"eval_steps_per_second": 16.505,
"step": 34000
},
{
"epoch": 0.5765856104286788,
"grad_norm": 4.479409217834473,
"learning_rate": 2.136175950113761e-05,
"loss": 3.4763,
"step": 34500
},
{
"epoch": 0.5849419236232974,
"grad_norm": 3.3214428424835205,
"learning_rate": 2.094042302182523e-05,
"loss": 3.4378,
"step": 35000
},
{
"epoch": 0.5849419236232974,
"eval_loss": 3.389758825302124,
"eval_runtime": 33.7986,
"eval_samples_per_second": 132.017,
"eval_steps_per_second": 16.51,
"step": 35000
},
{
"epoch": 0.5932982368179159,
"grad_norm": 6.104400157928467,
"learning_rate": 2.0519086542512852e-05,
"loss": 3.4959,
"step": 35500
},
{
"epoch": 0.6016545500125344,
"grad_norm": 5.734145641326904,
"learning_rate": 2.0097750063200475e-05,
"loss": 3.4673,
"step": 36000
},
{
"epoch": 0.6016545500125344,
"eval_loss": 3.3848955631256104,
"eval_runtime": 33.8025,
"eval_samples_per_second": 132.002,
"eval_steps_per_second": 16.508,
"step": 36000
},
{
"epoch": 0.610010863207153,
"grad_norm": 4.3256683349609375,
"learning_rate": 1.9677256256846717e-05,
"loss": 3.4903,
"step": 36500
},
{
"epoch": 0.6183671764017715,
"grad_norm": 5.769290447235107,
"learning_rate": 1.925591977753434e-05,
"loss": 3.4722,
"step": 37000
},
{
"epoch": 0.6183671764017715,
"eval_loss": 3.3791496753692627,
"eval_runtime": 33.8066,
"eval_samples_per_second": 131.986,
"eval_steps_per_second": 16.506,
"step": 37000
},
{
"epoch": 0.6267234895963901,
"grad_norm": 4.285965442657471,
"learning_rate": 1.8834583298221962e-05,
"loss": 3.4922,
"step": 37500
},
{
"epoch": 0.6350798027910086,
"grad_norm": 4.97435998916626,
"learning_rate": 1.8413246818909584e-05,
"loss": 3.4814,
"step": 38000
},
{
"epoch": 0.6350798027910086,
"eval_loss": 3.3762271404266357,
"eval_runtime": 33.8323,
"eval_samples_per_second": 131.886,
"eval_steps_per_second": 16.493,
"step": 38000
},
{
"epoch": 0.6434361159856271,
"grad_norm": 4.531788349151611,
"learning_rate": 1.7992753012555827e-05,
"loss": 3.4144,
"step": 38500
},
{
"epoch": 0.6517924291802457,
"grad_norm": 5.197137355804443,
"learning_rate": 1.757141653324345e-05,
"loss": 3.4358,
"step": 39000
},
{
"epoch": 0.6517924291802457,
"eval_loss": 3.3685717582702637,
"eval_runtime": 33.7899,
"eval_samples_per_second": 132.051,
"eval_steps_per_second": 16.514,
"step": 39000
},
{
"epoch": 0.6601487423748642,
"grad_norm": 5.673033714294434,
"learning_rate": 1.715008005393107e-05,
"loss": 3.3936,
"step": 39500
},
{
"epoch": 0.6685050555694827,
"grad_norm": 4.699774742126465,
"learning_rate": 1.672874357461869e-05,
"loss": 3.4711,
"step": 40000
},
{
"epoch": 0.6685050555694827,
"eval_loss": 3.3646111488342285,
"eval_runtime": 33.8073,
"eval_samples_per_second": 131.983,
"eval_steps_per_second": 16.505,
"step": 40000
},
{
"epoch": 0.6768613687641013,
"grad_norm": 4.5016889572143555,
"learning_rate": 1.630824976826494e-05,
"loss": 3.4073,
"step": 40500
},
{
"epoch": 0.6852176819587198,
"grad_norm": 9.633309364318848,
"learning_rate": 1.5886913288952558e-05,
"loss": 3.4437,
"step": 41000
},
{
"epoch": 0.6852176819587198,
"eval_loss": 3.3601598739624023,
"eval_runtime": 33.7786,
"eval_samples_per_second": 132.096,
"eval_steps_per_second": 16.519,
"step": 41000
},
{
"epoch": 0.6935739951533384,
"grad_norm": 3.356966733932495,
"learning_rate": 1.5465576809640177e-05,
"loss": 3.3706,
"step": 41500
},
{
"epoch": 0.7019303083479569,
"grad_norm": 4.3639678955078125,
"learning_rate": 1.50442403303278e-05,
"loss": 3.4171,
"step": 42000
},
{
"epoch": 0.7019303083479569,
"eval_loss": 3.358569622039795,
"eval_runtime": 33.8063,
"eval_samples_per_second": 131.987,
"eval_steps_per_second": 16.506,
"step": 42000
},
{
"epoch": 0.7102866215425754,
"grad_norm": 6.138998985290527,
"learning_rate": 1.4623746523974047e-05,
"loss": 3.3822,
"step": 42500
},
{
"epoch": 0.718642934737194,
"grad_norm": 5.975950717926025,
"learning_rate": 1.4202410044661668e-05,
"loss": 3.442,
"step": 43000
},
{
"epoch": 0.718642934737194,
"eval_loss": 3.3521432876586914,
"eval_runtime": 33.7743,
"eval_samples_per_second": 132.112,
"eval_steps_per_second": 16.521,
"step": 43000
},
{
"epoch": 0.7269992479318125,
"grad_norm": 5.316736698150635,
"learning_rate": 1.378107356534929e-05,
"loss": 3.3837,
"step": 43500
},
{
"epoch": 0.735355561126431,
"grad_norm": 4.64693021774292,
"learning_rate": 1.335973708603691e-05,
"loss": 3.3846,
"step": 44000
},
{
"epoch": 0.735355561126431,
"eval_loss": 3.3473236560821533,
"eval_runtime": 33.8058,
"eval_samples_per_second": 131.989,
"eval_steps_per_second": 16.506,
"step": 44000
},
{
"epoch": 0.7437118743210496,
"grad_norm": 7.507499694824219,
"learning_rate": 1.293840060672453e-05,
"loss": 3.4229,
"step": 44500
},
{
"epoch": 0.7520681875156681,
"grad_norm": 4.695137023925781,
"learning_rate": 1.2517906800370777e-05,
"loss": 3.4064,
"step": 45000
},
{
"epoch": 0.7520681875156681,
"eval_loss": 3.3478496074676514,
"eval_runtime": 33.7907,
"eval_samples_per_second": 132.048,
"eval_steps_per_second": 16.513,
"step": 45000
},
{
"epoch": 0.7604245007102867,
"grad_norm": 6.782580375671387,
"learning_rate": 1.2096570321058398e-05,
"loss": 3.4665,
"step": 45500
},
{
"epoch": 0.7687808139049052,
"grad_norm": 7.160044193267822,
"learning_rate": 1.167523384174602e-05,
"loss": 3.4181,
"step": 46000
},
{
"epoch": 0.7687808139049052,
"eval_loss": 3.339061737060547,
"eval_runtime": 33.8357,
"eval_samples_per_second": 131.872,
"eval_steps_per_second": 16.491,
"step": 46000
},
{
"epoch": 0.7771371270995237,
"grad_norm": 6.559309482574463,
"learning_rate": 1.1253897362433639e-05,
"loss": 3.3691,
"step": 46500
},
{
"epoch": 0.7854934402941423,
"grad_norm": 4.2476043701171875,
"learning_rate": 1.0832560883121261e-05,
"loss": 3.3825,
"step": 47000
},
{
"epoch": 0.7854934402941423,
"eval_loss": 3.3343887329101562,
"eval_runtime": 33.7813,
"eval_samples_per_second": 132.085,
"eval_steps_per_second": 16.518,
"step": 47000
},
{
"epoch": 0.7938497534887607,
"grad_norm": 8.163984298706055,
"learning_rate": 1.0411224403808882e-05,
"loss": 3.4073,
"step": 47500
},
{
"epoch": 0.8022060666833793,
"grad_norm": 4.705440998077393,
"learning_rate": 9.989887924496504e-06,
"loss": 3.4277,
"step": 48000
},
{
"epoch": 0.8022060666833793,
"eval_loss": 3.334386110305786,
"eval_runtime": 33.8549,
"eval_samples_per_second": 131.798,
"eval_steps_per_second": 16.482,
"step": 48000
},
{
"epoch": 0.8105623798779978,
"grad_norm": 5.080317497253418,
"learning_rate": 9.56939411814275e-06,
"loss": 3.4014,
"step": 48500
},
{
"epoch": 0.8189186930726163,
"grad_norm": 4.523305892944336,
"learning_rate": 9.14805763883037e-06,
"loss": 3.331,
"step": 49000
},
{
"epoch": 0.8189186930726163,
"eval_loss": 3.33245587348938,
"eval_runtime": 33.9406,
"eval_samples_per_second": 131.465,
"eval_steps_per_second": 16.44,
"step": 49000
},
{
"epoch": 0.8272750062672349,
"grad_norm": 5.878600597381592,
"learning_rate": 8.726721159517993e-06,
"loss": 3.4097,
"step": 49500
},
{
"epoch": 0.8356313194618534,
"grad_norm": 4.23352575302124,
"learning_rate": 8.305384680205612e-06,
"loss": 3.4073,
"step": 50000
},
{
"epoch": 0.8356313194618534,
"eval_loss": 3.328063488006592,
"eval_runtime": 33.9523,
"eval_samples_per_second": 131.42,
"eval_steps_per_second": 16.435,
"step": 50000
},
{
"epoch": 0.8439876326564719,
"grad_norm": 6.142092227935791,
"learning_rate": 7.884890873851858e-06,
"loss": 3.3904,
"step": 50500
},
{
"epoch": 0.8523439458510905,
"grad_norm": 7.910597324371338,
"learning_rate": 7.463554394539479e-06,
"loss": 3.3741,
"step": 51000
},
{
"epoch": 0.8523439458510905,
"eval_loss": 3.327683448791504,
"eval_runtime": 33.9417,
"eval_samples_per_second": 131.461,
"eval_steps_per_second": 16.44,
"step": 51000
},
{
"epoch": 0.860700259045709,
"grad_norm": 4.868673324584961,
"learning_rate": 7.0422179152271005e-06,
"loss": 3.3615,
"step": 51500
},
{
"epoch": 0.8690565722403276,
"grad_norm": 4.47282075881958,
"learning_rate": 6.620881435914722e-06,
"loss": 3.3467,
"step": 52000
},
{
"epoch": 0.8690565722403276,
"eval_loss": 3.3206417560577393,
"eval_runtime": 33.9544,
"eval_samples_per_second": 131.412,
"eval_steps_per_second": 16.434,
"step": 52000
},
{
"epoch": 0.8774128854349461,
"grad_norm": 5.413076877593994,
"learning_rate": 6.200387629560968e-06,
"loss": 3.3221,
"step": 52500
},
{
"epoch": 0.8857691986295646,
"grad_norm": 5.672983169555664,
"learning_rate": 5.779051150248588e-06,
"loss": 3.418,
"step": 53000
},
{
"epoch": 0.8857691986295646,
"eval_loss": 3.320605516433716,
"eval_runtime": 33.884,
"eval_samples_per_second": 131.684,
"eval_steps_per_second": 16.468,
"step": 53000
},
{
"epoch": 0.8941255118241832,
"grad_norm": 8.368507385253906,
"learning_rate": 5.35771467093621e-06,
"loss": 3.3747,
"step": 53500
},
{
"epoch": 0.9024818250188017,
"grad_norm": 6.918625831604004,
"learning_rate": 4.936378191623831e-06,
"loss": 3.416,
"step": 54000
},
{
"epoch": 0.9024818250188017,
"eval_loss": 3.317139148712158,
"eval_runtime": 33.9331,
"eval_samples_per_second": 131.494,
"eval_steps_per_second": 16.444,
"step": 54000
},
{
"epoch": 0.9108381382134202,
"grad_norm": 6.566315174102783,
"learning_rate": 4.515884385270077e-06,
"loss": 3.3985,
"step": 54500
},
{
"epoch": 0.9191944514080388,
"grad_norm": 4.790822982788086,
"learning_rate": 4.094547905957698e-06,
"loss": 3.3607,
"step": 55000
},
{
"epoch": 0.9191944514080388,
"eval_loss": 3.3170626163482666,
"eval_runtime": 33.9426,
"eval_samples_per_second": 131.457,
"eval_steps_per_second": 16.439,
"step": 55000
},
{
"epoch": 0.9275507646026573,
"grad_norm": 5.501828193664551,
"learning_rate": 3.6732114266453192e-06,
"loss": 3.3586,
"step": 55500
},
{
"epoch": 0.9359070777972759,
"grad_norm": 8.011107444763184,
"learning_rate": 3.2518749473329403e-06,
"loss": 3.4076,
"step": 56000
},
{
"epoch": 0.9359070777972759,
"eval_loss": 3.3138890266418457,
"eval_runtime": 33.9309,
"eval_samples_per_second": 131.503,
"eval_steps_per_second": 16.445,
"step": 56000
},
{
"epoch": 0.9442633909918944,
"grad_norm": 5.630584239959717,
"learning_rate": 2.8305384680205613e-06,
"loss": 3.4309,
"step": 56500
},
{
"epoch": 0.9526197041865129,
"grad_norm": 3.990445137023926,
"learning_rate": 2.4092019887081824e-06,
"loss": 3.3257,
"step": 57000
},
{
"epoch": 0.9526197041865129,
"eval_loss": 3.3135273456573486,
"eval_runtime": 33.8948,
"eval_samples_per_second": 131.643,
"eval_steps_per_second": 16.463,
"step": 57000
},
{
"epoch": 0.9609760173811315,
"grad_norm": 4.2760396003723145,
"learning_rate": 1.9878655093958034e-06,
"loss": 3.3362,
"step": 57500
},
{
"epoch": 0.96933233057575,
"grad_norm": 4.5603532791137695,
"learning_rate": 1.5665290300834245e-06,
"loss": 3.3657,
"step": 58000
},
{
"epoch": 0.96933233057575,
"eval_loss": 3.3120391368865967,
"eval_runtime": 33.957,
"eval_samples_per_second": 131.401,
"eval_steps_per_second": 16.433,
"step": 58000
},
{
"epoch": 0.9776886437703685,
"grad_norm": 3.6152896881103516,
"learning_rate": 1.1460352237296705e-06,
"loss": 3.3847,
"step": 58500
},
{
"epoch": 0.9860449569649871,
"grad_norm": 5.7242751121521,
"learning_rate": 7.246987444172916e-07,
"loss": 3.3509,
"step": 59000
},
{
"epoch": 0.9860449569649871,
"eval_loss": 3.3113863468170166,
"eval_runtime": 33.9749,
"eval_samples_per_second": 131.332,
"eval_steps_per_second": 16.424,
"step": 59000
},
{
"epoch": 0.9944012701596056,
"grad_norm": 8.690220832824707,
"learning_rate": 3.033622651049128e-07,
"loss": 3.3511,
"step": 59500
}
],
"logging_steps": 500,
"max_steps": 59835,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 2000,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 2.50149494587392e+17,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}