darwinkernelpanic's picture
Add files using upload-large-folder tool
7d183de verified
{
"best_global_step": null,
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 2.250562640660165,
"eval_steps": 1000,
"global_step": 3000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0,
"eval_loss": 1.6887853145599365,
"eval_ppl": 5.4129,
"eval_runtime": 167.3526,
"eval_samples_per_second": 4.362,
"eval_steps_per_second": 0.872,
"memory/device_reserved (GiB)": 139.12,
"memory/max_active (GiB)": 18.94,
"memory/max_allocated (GiB)": 18.94,
"step": 0
},
{
"epoch": 0.018754688672168042,
"grad_norm": 1.415561556816101,
"learning_rate": 4.8e-05,
"loss": 1.6848,
"memory/device_reserved (GiB)": 139.11,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 5.3914,
"step": 25,
"tokens_per_second_per_gpu": 16277.76,
"total_tokens": 1723633
},
{
"epoch": 0.037509377344336084,
"grad_norm": 0.33179354667663574,
"learning_rate": 9.8e-05,
"loss": 0.9839,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 2.6749,
"step": 50,
"tokens_per_second_per_gpu": 4303.21,
"total_tokens": 2175386
},
{
"epoch": 0.056264066016504126,
"grad_norm": 0.17453454434871674,
"learning_rate": 0.000148,
"loss": 0.8002,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 2.226,
"step": 75,
"tokens_per_second_per_gpu": 3776.03,
"total_tokens": 2623712
},
{
"epoch": 0.07501875468867217,
"grad_norm": 0.19318008422851562,
"learning_rate": 0.00019800000000000002,
"loss": 0.7218,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 2.0581,
"step": 100,
"tokens_per_second_per_gpu": 4252.49,
"total_tokens": 3072519
},
{
"epoch": 0.09377344336084022,
"grad_norm": 0.18435686826705933,
"learning_rate": 0.00019998127418269004,
"loss": 0.6759,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.9658,
"step": 125,
"tokens_per_second_per_gpu": 4303.31,
"total_tokens": 3523983
},
{
"epoch": 0.11252813203300825,
"grad_norm": 0.19870473444461823,
"learning_rate": 0.00019992195096972548,
"loss": 0.6703,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.9548,
"step": 150,
"tokens_per_second_per_gpu": 4260.86,
"total_tokens": 3973452
},
{
"epoch": 0.1312828207051763,
"grad_norm": 0.20499658584594727,
"learning_rate": 0.0001998220219574743,
"loss": 0.6381,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.8929,
"step": 175,
"tokens_per_second_per_gpu": 4288.64,
"total_tokens": 4423763
},
{
"epoch": 0.15003750937734434,
"grad_norm": 0.18934418261051178,
"learning_rate": 0.00019968152775460537,
"loss": 0.6383,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.8933,
"step": 200,
"tokens_per_second_per_gpu": 4244.79,
"total_tokens": 4872365
},
{
"epoch": 0.16879219804951237,
"grad_norm": 0.1827855408191681,
"learning_rate": 0.00019950052545447352,
"loss": 0.6347,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.8865,
"step": 225,
"tokens_per_second_per_gpu": 4252.71,
"total_tokens": 5319322
},
{
"epoch": 0.18754688672168043,
"grad_norm": 0.16483066976070404,
"learning_rate": 0.00019927908861191827,
"loss": 0.6392,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.895,
"step": 250,
"tokens_per_second_per_gpu": 3772.0,
"total_tokens": 5768644
},
{
"epoch": 0.20630157539384847,
"grad_norm": 0.17186357080936432,
"learning_rate": 0.00019901730721337302,
"loss": 0.614,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.8478,
"step": 275,
"tokens_per_second_per_gpu": 4281.82,
"total_tokens": 6220751
},
{
"epoch": 0.2250562640660165,
"grad_norm": 0.18073013424873352,
"learning_rate": 0.00019871528764029667,
"loss": 0.6196,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.8582,
"step": 300,
"tokens_per_second_per_gpu": 4234.51,
"total_tokens": 6668111
},
{
"epoch": 0.24381095273818454,
"grad_norm": 0.19639697670936584,
"learning_rate": 0.00019837315262594306,
"loss": 0.6181,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.8554,
"step": 325,
"tokens_per_second_per_gpu": 4261.44,
"total_tokens": 7117439
},
{
"epoch": 0.2625656414103526,
"grad_norm": 0.1670486479997635,
"learning_rate": 0.00019799104120548492,
"loss": 0.6141,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.848,
"step": 350,
"tokens_per_second_per_gpu": 4298.97,
"total_tokens": 7569060
},
{
"epoch": 0.2813203300825206,
"grad_norm": 0.17752495408058167,
"learning_rate": 0.00019756910865951377,
"loss": 0.6075,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.8358,
"step": 375,
"tokens_per_second_per_gpu": 4256.6,
"total_tokens": 8017630
},
{
"epoch": 0.30007501875468867,
"grad_norm": 0.2000180035829544,
"learning_rate": 0.00019710752645093747,
"loss": 0.6108,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.8419,
"step": 400,
"tokens_per_second_per_gpu": 4245.46,
"total_tokens": 8464998
},
{
"epoch": 0.31882970742685673,
"grad_norm": 0.17395919561386108,
"learning_rate": 0.00019660648215530206,
"loss": 0.5966,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.8159,
"step": 425,
"tokens_per_second_per_gpu": 3758.92,
"total_tokens": 8914723
},
{
"epoch": 0.33758439609902474,
"grad_norm": 0.18785236775875092,
"learning_rate": 0.00019606617938456572,
"loss": 0.6099,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.8402,
"step": 450,
"tokens_per_second_per_gpu": 4200.53,
"total_tokens": 9359638
},
{
"epoch": 0.3563390847711928,
"grad_norm": 0.17702797055244446,
"learning_rate": 0.0001954868377043559,
"loss": 0.5922,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.808,
"step": 475,
"tokens_per_second_per_gpu": 4265.36,
"total_tokens": 9810837
},
{
"epoch": 0.37509377344336087,
"grad_norm": 0.19927558302879333,
"learning_rate": 0.00019486869254474337,
"loss": 0.5759,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.7787,
"step": 500,
"tokens_per_second_per_gpu": 4276.25,
"total_tokens": 10261446
},
{
"epoch": 0.3938484621155289,
"grad_norm": 0.1908370852470398,
"learning_rate": 0.0001942119951045692,
"loss": 0.584,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.7932,
"step": 525,
"tokens_per_second_per_gpu": 4272.28,
"total_tokens": 10707841
},
{
"epoch": 0.41260315078769694,
"grad_norm": 0.2064146101474762,
"learning_rate": 0.00019351701224936383,
"loss": 0.5791,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.7844,
"step": 550,
"tokens_per_second_per_gpu": 4250.37,
"total_tokens": 11155384
},
{
"epoch": 0.43135783945986494,
"grad_norm": 0.26748332381248474,
"learning_rate": 0.0001927840264028995,
"loss": 0.5758,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.7786,
"step": 575,
"tokens_per_second_per_gpu": 4256.55,
"total_tokens": 11601192
},
{
"epoch": 0.450112528132033,
"grad_norm": 0.17514832317829132,
"learning_rate": 0.00019201333543242036,
"loss": 0.5791,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.7844,
"step": 600,
"tokens_per_second_per_gpu": 3770.83,
"total_tokens": 12048477
},
{
"epoch": 0.46886721680420107,
"grad_norm": 0.22069169580936432,
"learning_rate": 0.00019120525252759647,
"loss": 0.5803,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.7866,
"step": 625,
"tokens_per_second_per_gpu": 4179.31,
"total_tokens": 12488141
},
{
"epoch": 0.4876219054763691,
"grad_norm": 0.20555566251277924,
"learning_rate": 0.00019036010607325138,
"loss": 0.5716,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.7711,
"step": 650,
"tokens_per_second_per_gpu": 4209.96,
"total_tokens": 12934358
},
{
"epoch": 0.5063765941485371,
"grad_norm": 0.19018156826496124,
"learning_rate": 0.00018947823951591478,
"loss": 0.5608,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.7521,
"step": 675,
"tokens_per_second_per_gpu": 4226.4,
"total_tokens": 13378983
},
{
"epoch": 0.5251312828207052,
"grad_norm": 0.17173859477043152,
"learning_rate": 0.00018856001122425416,
"loss": 0.5667,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.7624,
"step": 700,
"tokens_per_second_per_gpu": 4265.57,
"total_tokens": 13829519
},
{
"epoch": 0.5438859714928732,
"grad_norm": 0.17706550657749176,
"learning_rate": 0.0001876057943434428,
"loss": 0.565,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.7594,
"step": 725,
"tokens_per_second_per_gpu": 4281.61,
"total_tokens": 14281879
},
{
"epoch": 0.5626406601650412,
"grad_norm": 0.18528586626052856,
"learning_rate": 0.00018661597664352284,
"loss": 0.5666,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.7623,
"step": 750,
"tokens_per_second_per_gpu": 4229.32,
"total_tokens": 14725919
},
{
"epoch": 0.5813953488372093,
"grad_norm": 0.16790929436683655,
"learning_rate": 0.00018559096036182516,
"loss": 0.5633,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.7565,
"step": 775,
"tokens_per_second_per_gpu": 3775.0,
"total_tokens": 15175146
},
{
"epoch": 0.6001500375093773,
"grad_norm": 0.17511805891990662,
"learning_rate": 0.00018453116203951005,
"loss": 0.5664,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.7619,
"step": 800,
"tokens_per_second_per_gpu": 4218.07,
"total_tokens": 15619901
},
{
"epoch": 0.6189047261815454,
"grad_norm": 0.19853387773036957,
"learning_rate": 0.0001834370123522954,
"loss": 0.5646,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.7587,
"step": 825,
"tokens_per_second_per_gpu": 4230.84,
"total_tokens": 16066102
},
{
"epoch": 0.6376594148537135,
"grad_norm": 0.18872258067131042,
"learning_rate": 0.00018230895593544056,
"loss": 0.552,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.7367,
"step": 850,
"tokens_per_second_per_gpu": 4222.33,
"total_tokens": 16510696
},
{
"epoch": 0.6564141035258815,
"grad_norm": 0.9702818989753723,
"learning_rate": 0.0001811474512030578,
"loss": 0.5607,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.7519,
"step": 875,
"tokens_per_second_per_gpu": 4200.39,
"total_tokens": 16953918
},
{
"epoch": 0.6751687921980495,
"grad_norm": 0.17479568719863892,
"learning_rate": 0.00017995297016182405,
"loss": 0.564,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.7577,
"step": 900,
"tokens_per_second_per_gpu": 4210.15,
"total_tokens": 17396453
},
{
"epoch": 0.6939234808702176,
"grad_norm": 0.1948954463005066,
"learning_rate": 0.0001787259982191692,
"loss": 0.5511,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.7352,
"step": 925,
"tokens_per_second_per_gpu": 4237.98,
"total_tokens": 17841287
},
{
"epoch": 0.7126781695423856,
"grad_norm": 0.19541053473949432,
"learning_rate": 0.00017746703398601872,
"loss": 0.5532,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.7388,
"step": 950,
"tokens_per_second_per_gpu": 3725.33,
"total_tokens": 18283596
},
{
"epoch": 0.7314328582145536,
"grad_norm": 0.1818365603685379,
"learning_rate": 0.0001761765890741701,
"loss": 0.5521,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.7369,
"step": 975,
"tokens_per_second_per_gpu": 4211.63,
"total_tokens": 18726722
},
{
"epoch": 0.7501875468867217,
"grad_norm": 0.1838025599718094,
"learning_rate": 0.00017485518788838705,
"loss": 0.5511,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.7352,
"step": 1000,
"tokens_per_second_per_gpu": 3962.4,
"total_tokens": 19167258
},
{
"epoch": 0.7501875468867217,
"eval_loss": 0.540988564491272,
"eval_ppl": 1.7177,
"eval_runtime": 138.0264,
"eval_samples_per_second": 5.289,
"eval_steps_per_second": 1.058,
"memory/device_reserved (GiB)": 139.02,
"memory/max_active (GiB)": 19.1,
"memory/max_allocated (GiB)": 19.1,
"step": 1000
},
{
"epoch": 0.7689422355588897,
"grad_norm": 0.2199818342924118,
"learning_rate": 0.00017350336741329413,
"loss": 0.549,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.7315,
"step": 1025,
"tokens_per_second_per_gpu": 4129.73,
"total_tokens": 20870820
},
{
"epoch": 0.7876969242310577,
"grad_norm": 0.19783177971839905,
"learning_rate": 0.0001721216769951596,
"loss": 0.5615,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.7533,
"step": 1050,
"tokens_per_second_per_gpu": 4243.63,
"total_tokens": 21317982
},
{
"epoch": 0.8064516129032258,
"grad_norm": 0.1678430140018463,
"learning_rate": 0.00017071067811865476,
"loss": 0.5557,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.7432,
"step": 1075,
"tokens_per_second_per_gpu": 4092.04,
"total_tokens": 21754087
},
{
"epoch": 0.8252063015753939,
"grad_norm": 0.16523879766464233,
"learning_rate": 0.00016927094417868048,
"loss": 0.556,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.7437,
"step": 1100,
"tokens_per_second_per_gpu": 4187.02,
"total_tokens": 22198779
},
{
"epoch": 0.8439609902475619,
"grad_norm": 0.18177717924118042,
"learning_rate": 0.00016780306024735382,
"loss": 0.5468,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.7277,
"step": 1125,
"tokens_per_second_per_gpu": 4198.97,
"total_tokens": 22639769
},
{
"epoch": 0.8627156789197299,
"grad_norm": 0.17299720644950867,
"learning_rate": 0.0001663076228362492,
"loss": 0.554,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.7402,
"step": 1150,
"tokens_per_second_per_gpu": 3762.13,
"total_tokens": 23086742
},
{
"epoch": 0.881470367591898,
"grad_norm": 0.19112971425056458,
"learning_rate": 0.00016478523965399085,
"loss": 0.5434,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.7219,
"step": 1175,
"tokens_per_second_per_gpu": 4205.37,
"total_tokens": 23528106
},
{
"epoch": 0.900225056264066,
"grad_norm": 0.17930163443088531,
"learning_rate": 0.00016323652935929536,
"loss": 0.5362,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.7095,
"step": 1200,
"tokens_per_second_per_gpu": 4228.83,
"total_tokens": 23974427
},
{
"epoch": 0.918979744936234,
"grad_norm": 0.18718039989471436,
"learning_rate": 0.00016166212130956382,
"loss": 0.5533,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.739,
"step": 1225,
"tokens_per_second_per_gpu": 4211.64,
"total_tokens": 24415919
},
{
"epoch": 0.9377344336084021,
"grad_norm": 0.17105573415756226,
"learning_rate": 0.0001600626553051268,
"loss": 0.5492,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.7319,
"step": 1250,
"tokens_per_second_per_gpu": 4183.86,
"total_tokens": 24854345
},
{
"epoch": 0.9564891222805701,
"grad_norm": 0.1733955442905426,
"learning_rate": 0.0001584387813292454,
"loss": 0.5348,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.7071,
"step": 1275,
"tokens_per_second_per_gpu": 4172.93,
"total_tokens": 25292647
},
{
"epoch": 0.9752438109527382,
"grad_norm": 0.1858205944299698,
"learning_rate": 0.00015679115928397401,
"loss": 0.5527,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.7379,
"step": 1300,
"tokens_per_second_per_gpu": 4226.34,
"total_tokens": 25733591
},
{
"epoch": 0.9939984996249063,
"grad_norm": 0.1944192498922348,
"learning_rate": 0.00015512045872199276,
"loss": 0.5311,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.7008,
"step": 1325,
"tokens_per_second_per_gpu": 3655.12,
"total_tokens": 26164528
},
{
"epoch": 1.0127531882970742,
"grad_norm": 0.18358173966407776,
"learning_rate": 0.00015342735857451777,
"loss": 0.5145,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6728,
"step": 1350,
"tokens_per_second_per_gpu": 4227.25,
"total_tokens": 26610460
},
{
"epoch": 1.0315078769692423,
"grad_norm": 0.1853465735912323,
"learning_rate": 0.00015171254687540038,
"loss": 0.5081,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6621,
"step": 1375,
"tokens_per_second_per_gpu": 4318.88,
"total_tokens": 27064008
},
{
"epoch": 1.0502625656414104,
"grad_norm": 0.18925060331821442,
"learning_rate": 0.0001499767204815273,
"loss": 0.5185,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6795,
"step": 1400,
"tokens_per_second_per_gpu": 4324.01,
"total_tokens": 27516590
},
{
"epoch": 1.0690172543135783,
"grad_norm": 0.20961470901966095,
"learning_rate": 0.00014822058478963532,
"loss": 0.5234,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6878,
"step": 1425,
"tokens_per_second_per_gpu": 4319.64,
"total_tokens": 27970075
},
{
"epoch": 1.0877719429857464,
"grad_norm": 0.1982697695493698,
"learning_rate": 0.0001464448534496555,
"loss": 0.5169,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6768,
"step": 1450,
"tokens_per_second_per_gpu": 4267.88,
"total_tokens": 28419716
},
{
"epoch": 1.1065266316579145,
"grad_norm": 0.1925143301486969,
"learning_rate": 0.00014465024807470376,
"loss": 0.5197,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6815,
"step": 1475,
"tokens_per_second_per_gpu": 4264.53,
"total_tokens": 28866312
},
{
"epoch": 1.1252813203300824,
"grad_norm": 0.18788637220859528,
"learning_rate": 0.0001428374979478349,
"loss": 0.5204,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6827,
"step": 1500,
"tokens_per_second_per_gpu": 3779.33,
"total_tokens": 29315968
},
{
"epoch": 1.1440360090022506,
"grad_norm": 0.18954145908355713,
"learning_rate": 0.00014100733972568038,
"loss": 0.5164,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.676,
"step": 1525,
"tokens_per_second_per_gpu": 4282.57,
"total_tokens": 29766723
},
{
"epoch": 1.1627906976744187,
"grad_norm": 0.19003146886825562,
"learning_rate": 0.00013916051713908924,
"loss": 0.5095,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6645,
"step": 1550,
"tokens_per_second_per_gpu": 4290.76,
"total_tokens": 30218573
},
{
"epoch": 1.1815453863465866,
"grad_norm": 0.18279583752155304,
"learning_rate": 0.00013729778069089437,
"loss": 0.522,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6854,
"step": 1575,
"tokens_per_second_per_gpu": 4300.13,
"total_tokens": 30669810
},
{
"epoch": 1.2003000750187547,
"grad_norm": 0.18783092498779297,
"learning_rate": 0.00013541988735092672,
"loss": 0.5003,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6492,
"step": 1600,
"tokens_per_second_per_gpu": 4271.27,
"total_tokens": 31117586
},
{
"epoch": 1.2190547636909228,
"grad_norm": 0.199558824300766,
"learning_rate": 0.00013352760024840175,
"loss": 0.5115,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6678,
"step": 1625,
"tokens_per_second_per_gpu": 4248.14,
"total_tokens": 31562224
},
{
"epoch": 1.2378094523630907,
"grad_norm": 0.19465653598308563,
"learning_rate": 0.00013162168836180246,
"loss": 0.4967,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6433,
"step": 1650,
"tokens_per_second_per_gpu": 4286.24,
"total_tokens": 32011071
},
{
"epoch": 1.2565641410352588,
"grad_norm": 0.2054641842842102,
"learning_rate": 0.00012970292620638574,
"loss": 0.5172,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6773,
"step": 1675,
"tokens_per_second_per_gpu": 3733.1,
"total_tokens": 32452490
},
{
"epoch": 1.275318829707427,
"grad_norm": 0.19450411200523376,
"learning_rate": 0.00012777209351943862,
"loss": 0.5149,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6735,
"step": 1700,
"tokens_per_second_per_gpu": 4251.33,
"total_tokens": 32899103
},
{
"epoch": 1.2940735183795948,
"grad_norm": 0.19844166934490204,
"learning_rate": 0.0001258299749434123,
"loss": 0.5205,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6829,
"step": 1725,
"tokens_per_second_per_gpu": 4240.57,
"total_tokens": 33344569
},
{
"epoch": 1.312828207051763,
"grad_norm": 0.19240470230579376,
"learning_rate": 0.00012387735970706312,
"loss": 0.5033,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6542,
"step": 1750,
"tokens_per_second_per_gpu": 4267.65,
"total_tokens": 33790426
},
{
"epoch": 1.331582895723931,
"grad_norm": 0.18220192193984985,
"learning_rate": 0.00012191504130472937,
"loss": 0.5103,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6658,
"step": 1775,
"tokens_per_second_per_gpu": 4237.08,
"total_tokens": 34233908
},
{
"epoch": 1.350337584396099,
"grad_norm": 0.20157551765441895,
"learning_rate": 0.00011994381717387514,
"loss": 0.5192,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6807,
"step": 1800,
"tokens_per_second_per_gpu": 4244.09,
"total_tokens": 34678691
},
{
"epoch": 1.369092273068267,
"grad_norm": 0.17189238965511322,
"learning_rate": 0.00011796448837103129,
"loss": 0.5011,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6505,
"step": 1825,
"tokens_per_second_per_gpu": 4277.26,
"total_tokens": 35125624
},
{
"epoch": 1.387846961740435,
"grad_norm": 0.19443106651306152,
"learning_rate": 0.00011597785924626616,
"loss": 0.4994,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6477,
"step": 1850,
"tokens_per_second_per_gpu": 3766.52,
"total_tokens": 35568850
},
{
"epoch": 1.406601650412603,
"grad_norm": 0.1810811311006546,
"learning_rate": 0.00011398473711631764,
"loss": 0.5083,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6625,
"step": 1875,
"tokens_per_second_per_gpu": 4204.76,
"total_tokens": 36009980
},
{
"epoch": 1.4253563390847712,
"grad_norm": 0.19805970788002014,
"learning_rate": 0.00011198593193651958,
"loss": 0.5141,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6721,
"step": 1900,
"tokens_per_second_per_gpu": 4270.21,
"total_tokens": 36457032
},
{
"epoch": 1.4441110277569393,
"grad_norm": 0.1936168372631073,
"learning_rate": 0.00010998225597165628,
"loss": 0.5045,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6562,
"step": 1925,
"tokens_per_second_per_gpu": 4275.24,
"total_tokens": 36905590
},
{
"epoch": 1.4628657164291072,
"grad_norm": 0.19065748155117035,
"learning_rate": 0.00010797452346587798,
"loss": 0.5025,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6528,
"step": 1950,
"tokens_per_second_per_gpu": 4285.81,
"total_tokens": 37354436
},
{
"epoch": 1.4816204051012754,
"grad_norm": 0.18647657334804535,
"learning_rate": 0.0001059635503118125,
"loss": 0.5102,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6656,
"step": 1975,
"tokens_per_second_per_gpu": 4259.76,
"total_tokens": 37801500
},
{
"epoch": 1.5003750937734432,
"grad_norm": 0.21211788058280945,
"learning_rate": 0.00010395015371900663,
"loss": 0.5052,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6573,
"step": 2000,
"tokens_per_second_per_gpu": 4250.7,
"total_tokens": 38244936
},
{
"epoch": 1.5003750937734432,
"eval_loss": 0.5063687562942505,
"eval_ppl": 1.6593,
"eval_runtime": 141.112,
"eval_samples_per_second": 5.173,
"eval_steps_per_second": 1.035,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 19.1,
"memory/max_allocated (GiB)": 19.1,
"step": 2000
},
{
"epoch": 1.5191297824456114,
"grad_norm": 0.20089760422706604,
"learning_rate": 0.00010193515188183245,
"loss": 0.4892,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.631,
"step": 2025,
"tokens_per_second_per_gpu": 4246.58,
"total_tokens": 39959888
},
{
"epoch": 1.5378844711177795,
"grad_norm": 0.19840118288993835,
"learning_rate": 9.991936364699348e-05,
"loss": 0.503,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6537,
"step": 2050,
"tokens_per_second_per_gpu": 4320.38,
"total_tokens": 40411902
},
{
"epoch": 1.5566391597899476,
"grad_norm": 0.20045842230319977,
"learning_rate": 9.790360818076577e-05,
"loss": 0.5127,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6698,
"step": 2075,
"tokens_per_second_per_gpu": 4245.02,
"total_tokens": 40855384
},
{
"epoch": 1.5753938484621155,
"grad_norm": 0.19669026136398315,
"learning_rate": 9.588870463610893e-05,
"loss": 0.4994,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6477,
"step": 2100,
"tokens_per_second_per_gpu": 4174.18,
"total_tokens": 41293525
},
{
"epoch": 1.5941485371342836,
"grad_norm": 0.19754259288311005,
"learning_rate": 9.387547181978291e-05,
"loss": 0.5009,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6502,
"step": 2125,
"tokens_per_second_per_gpu": 4200.06,
"total_tokens": 41737747
},
{
"epoch": 1.6129032258064515,
"grad_norm": 0.19482502341270447,
"learning_rate": 9.186472785960507e-05,
"loss": 0.5002,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6491,
"step": 2150,
"tokens_per_second_per_gpu": 3696.76,
"total_tokens": 42176082
},
{
"epoch": 1.6316579144786196,
"grad_norm": 0.21606561541557312,
"learning_rate": 8.985728987198352e-05,
"loss": 0.4959,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.642,
"step": 2175,
"tokens_per_second_per_gpu": 4192.5,
"total_tokens": 42616372
},
{
"epoch": 1.6504126031507877,
"grad_norm": 0.1979638934135437,
"learning_rate": 8.785397362986114e-05,
"loss": 0.5031,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6538,
"step": 2200,
"tokens_per_second_per_gpu": 4211.67,
"total_tokens": 43058315
},
{
"epoch": 1.6691672918229559,
"grad_norm": 0.20717743039131165,
"learning_rate": 8.58555932312059e-05,
"loss": 0.4986,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6464,
"step": 2225,
"tokens_per_second_per_gpu": 4242.04,
"total_tokens": 43501960
},
{
"epoch": 1.6879219804951238,
"grad_norm": 0.18736609816551208,
"learning_rate": 8.38629607681815e-05,
"loss": 0.4898,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.632,
"step": 2250,
"tokens_per_second_per_gpu": 4235.21,
"total_tokens": 43947235
},
{
"epoch": 1.7066766691672917,
"grad_norm": 0.2056591659784317,
"learning_rate": 8.187688599713333e-05,
"loss": 0.4925,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6364,
"step": 2275,
"tokens_per_second_per_gpu": 4256.41,
"total_tokens": 44393451
},
{
"epoch": 1.7254313578394598,
"grad_norm": 0.19774597883224487,
"learning_rate": 7.989817600952376e-05,
"loss": 0.4952,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6408,
"step": 2300,
"tokens_per_second_per_gpu": 4224.5,
"total_tokens": 44836590
},
{
"epoch": 1.744186046511628,
"grad_norm": 0.19662383198738098,
"learning_rate": 7.792763490394984e-05,
"loss": 0.4977,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6449,
"step": 2325,
"tokens_per_second_per_gpu": 3741.52,
"total_tokens": 45279799
},
{
"epoch": 1.762940735183796,
"grad_norm": 0.19400179386138916,
"learning_rate": 7.596606345937812e-05,
"loss": 0.4965,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.643,
"step": 2350,
"tokens_per_second_per_gpu": 4248.51,
"total_tokens": 45725602
},
{
"epoch": 1.7816954238559641,
"grad_norm": 0.20261766016483307,
"learning_rate": 7.401425880972742e-05,
"loss": 0.5014,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.651,
"step": 2375,
"tokens_per_second_per_gpu": 4216.2,
"total_tokens": 46167730
},
{
"epoch": 1.800450112528132,
"grad_norm": 0.20447255671024323,
"learning_rate": 7.207301411993387e-05,
"loss": 0.4901,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6325,
"step": 2400,
"tokens_per_second_per_gpu": 3727.37,
"total_tokens": 46611126
},
{
"epoch": 1.8192048012003,
"grad_norm": 0.19921696186065674,
"learning_rate": 7.014311826362804e-05,
"loss": 0.4925,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6364,
"step": 2425,
"tokens_per_second_per_gpu": 4202.19,
"total_tokens": 47050763
},
{
"epoch": 1.837959489872468,
"grad_norm": 0.20095540583133698,
"learning_rate": 6.822535550255652e-05,
"loss": 0.494,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6389,
"step": 2450,
"tokens_per_second_per_gpu": 4230.16,
"total_tokens": 47496926
},
{
"epoch": 1.8567141785446362,
"grad_norm": 0.20210741460323334,
"learning_rate": 6.632050516787719e-05,
"loss": 0.5036,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6547,
"step": 2475,
"tokens_per_second_per_gpu": 4256.1,
"total_tokens": 47941250
},
{
"epoch": 1.8754688672168043,
"grad_norm": 0.21025419235229492,
"learning_rate": 6.442934134345871e-05,
"loss": 0.5019,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6519,
"step": 2500,
"tokens_per_second_per_gpu": 3728.09,
"total_tokens": 48383306
},
{
"epoch": 1.8942235558889724,
"grad_norm": 0.20130059123039246,
"learning_rate": 6.255263255131172e-05,
"loss": 0.5022,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6524,
"step": 2525,
"tokens_per_second_per_gpu": 4178.95,
"total_tokens": 48821862
},
{
"epoch": 1.9129782445611403,
"grad_norm": 0.19601669907569885,
"learning_rate": 6.0691141439280785e-05,
"loss": 0.4876,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6284,
"step": 2550,
"tokens_per_second_per_gpu": 3998.52,
"total_tokens": 49262344
},
{
"epoch": 1.9317329332333082,
"grad_norm": 0.20538586378097534,
"learning_rate": 5.884562447112331e-05,
"loss": 0.4796,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6154,
"step": 2575,
"tokens_per_second_per_gpu": 4192.8,
"total_tokens": 49702209
},
{
"epoch": 1.9504876219054763,
"grad_norm": 0.19957959651947021,
"learning_rate": 5.701683161910115e-05,
"loss": 0.5017,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6515,
"step": 2600,
"tokens_per_second_per_gpu": 4244.94,
"total_tokens": 50147673
},
{
"epoch": 1.9692423105776444,
"grad_norm": 0.20284536480903625,
"learning_rate": 5.520550605921091e-05,
"loss": 0.5024,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6527,
"step": 2625,
"tokens_per_second_per_gpu": 4205.45,
"total_tokens": 50589478
},
{
"epoch": 1.9879969992498125,
"grad_norm": 0.2044789344072342,
"learning_rate": 5.34123838691753e-05,
"loss": 0.4967,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6433,
"step": 2650,
"tokens_per_second_per_gpu": 4204.9,
"total_tokens": 51027800
},
{
"epoch": 2.0067516879219807,
"grad_norm": 0.2125943899154663,
"learning_rate": 5.163819372931979e-05,
"loss": 0.4862,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6261,
"step": 2675,
"tokens_per_second_per_gpu": 3745.54,
"total_tokens": 51469941
},
{
"epoch": 2.0255063765941483,
"grad_norm": 0.2312517911195755,
"learning_rate": 4.9883656626454724e-05,
"loss": 0.4782,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6132,
"step": 2700,
"tokens_per_second_per_gpu": 4275.5,
"total_tokens": 51921057
},
{
"epoch": 2.0442610652663165,
"grad_norm": 0.19745635986328125,
"learning_rate": 4.81494855608843e-05,
"loss": 0.4717,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6027,
"step": 2725,
"tokens_per_second_per_gpu": 4290.88,
"total_tokens": 52372623
},
{
"epoch": 2.0630157539384846,
"grad_norm": 0.22817276418209076,
"learning_rate": 4.643638525666095e-05,
"loss": 0.4817,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6188,
"step": 2750,
"tokens_per_second_per_gpu": 4292.31,
"total_tokens": 52823263
},
{
"epoch": 2.0817704426106527,
"grad_norm": 0.20878754556179047,
"learning_rate": 4.4745051875203134e-05,
"loss": 0.4774,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6119,
"step": 2775,
"tokens_per_second_per_gpu": 4287.12,
"total_tokens": 53272669
},
{
"epoch": 2.100525131282821,
"grad_norm": 0.18676196038722992,
"learning_rate": 4.307617273239226e-05,
"loss": 0.4824,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.62,
"step": 2800,
"tokens_per_second_per_gpu": 4304.14,
"total_tokens": 53724750
},
{
"epoch": 2.119279819954989,
"grad_norm": 0.20670537650585175,
"learning_rate": 4.1430426019264924e-05,
"loss": 0.4701,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6002,
"step": 2825,
"tokens_per_second_per_gpu": 4283.76,
"total_tokens": 54172957
},
{
"epoch": 2.1380345086271566,
"grad_norm": 0.21445906162261963,
"learning_rate": 3.980848052641286e-05,
"loss": 0.4772,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6116,
"step": 2850,
"tokens_per_second_per_gpu": 3768.93,
"total_tokens": 54625827
},
{
"epoch": 2.1567891972993247,
"grad_norm": 0.21021129190921783,
"learning_rate": 3.8210995372202896e-05,
"loss": 0.471,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6016,
"step": 2875,
"tokens_per_second_per_gpu": 4286.55,
"total_tokens": 55076031
},
{
"epoch": 2.175543885971493,
"grad_norm": 0.23069453239440918,
"learning_rate": 3.663861973492776e-05,
"loss": 0.4722,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6035,
"step": 2900,
"tokens_per_second_per_gpu": 4291.53,
"total_tokens": 55527864
},
{
"epoch": 2.194298574643661,
"grad_norm": 0.22328485548496246,
"learning_rate": 3.509199258899603e-05,
"loss": 0.474,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6064,
"step": 2925,
"tokens_per_second_per_gpu": 4262.17,
"total_tokens": 55976245
},
{
"epoch": 2.213053263315829,
"grad_norm": 0.20422938466072083,
"learning_rate": 3.3571742445268995e-05,
"loss": 0.4721,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6034,
"step": 2950,
"tokens_per_second_per_gpu": 4339.03,
"total_tokens": 56430293
},
{
"epoch": 2.231807951987997,
"grad_norm": 0.21462033689022064,
"learning_rate": 3.2078487095649236e-05,
"loss": 0.4798,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6158,
"step": 2975,
"tokens_per_second_per_gpu": 4274.93,
"total_tokens": 56879796
},
{
"epoch": 2.250562640660165,
"grad_norm": 0.21800526976585388,
"learning_rate": 3.061283336202545e-05,
"loss": 0.4733,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 25.53,
"memory/max_allocated (GiB)": 25.53,
"ppl": 1.6053,
"step": 3000,
"tokens_per_second_per_gpu": 4290.7,
"total_tokens": 57329902
},
{
"epoch": 2.250562640660165,
"eval_loss": 0.49272674322128296,
"eval_ppl": 1.6368,
"eval_runtime": 139.4189,
"eval_samples_per_second": 5.236,
"eval_steps_per_second": 1.047,
"memory/device_reserved (GiB)": 139.06,
"memory/max_active (GiB)": 19.1,
"memory/max_allocated (GiB)": 19.1,
"step": 3000
}
],
"logging_steps": 25,
"max_steps": 3996,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 1000,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 2.44194006269952e+18,
"train_batch_size": 5,
"trial_name": null,
"trial_params": null
}