aleegis09's picture
Training in progress, step 200, checkpoint
65d4e17 verified
raw
history blame
36.7 kB
{
"best_metric": 0.016775405034422874,
"best_model_checkpoint": "miner_id_24/checkpoint-200",
"epoch": 0.7744433688286544,
"eval_steps": 50,
"global_step": 200,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.003872216844143272,
"grad_norm": 0.33036765456199646,
"learning_rate": 1e-05,
"loss": 0.297,
"step": 1
},
{
"epoch": 0.003872216844143272,
"eval_loss": 0.7128530144691467,
"eval_runtime": 30.3619,
"eval_samples_per_second": 14.327,
"eval_steps_per_second": 3.59,
"step": 1
},
{
"epoch": 0.007744433688286544,
"grad_norm": 0.3850049376487732,
"learning_rate": 2e-05,
"loss": 0.3563,
"step": 2
},
{
"epoch": 0.011616650532429816,
"grad_norm": 0.37881961464881897,
"learning_rate": 3e-05,
"loss": 0.3861,
"step": 3
},
{
"epoch": 0.015488867376573089,
"grad_norm": 0.4100344181060791,
"learning_rate": 4e-05,
"loss": 0.3982,
"step": 4
},
{
"epoch": 0.01936108422071636,
"grad_norm": 0.40349701046943665,
"learning_rate": 5e-05,
"loss": 0.3863,
"step": 5
},
{
"epoch": 0.023233301064859633,
"grad_norm": 0.36773568391799927,
"learning_rate": 6e-05,
"loss": 0.3498,
"step": 6
},
{
"epoch": 0.027105517909002903,
"grad_norm": 0.33091726899147034,
"learning_rate": 7e-05,
"loss": 0.2986,
"step": 7
},
{
"epoch": 0.030977734753146177,
"grad_norm": 0.28258058428764343,
"learning_rate": 8e-05,
"loss": 0.2337,
"step": 8
},
{
"epoch": 0.03484995159728945,
"grad_norm": 0.2912766933441162,
"learning_rate": 9e-05,
"loss": 0.2093,
"step": 9
},
{
"epoch": 0.03872216844143272,
"grad_norm": 0.3206344544887543,
"learning_rate": 0.0001,
"loss": 0.1629,
"step": 10
},
{
"epoch": 0.04259438528557599,
"grad_norm": 0.3448626399040222,
"learning_rate": 9.999316524962345e-05,
"loss": 0.1203,
"step": 11
},
{
"epoch": 0.046466602129719266,
"grad_norm": 0.26453205943107605,
"learning_rate": 9.997266286704631e-05,
"loss": 0.0952,
"step": 12
},
{
"epoch": 0.05033881897386254,
"grad_norm": 0.27510973811149597,
"learning_rate": 9.993849845741524e-05,
"loss": 0.0601,
"step": 13
},
{
"epoch": 0.05421103581800581,
"grad_norm": 0.19839665293693542,
"learning_rate": 9.989068136093873e-05,
"loss": 0.0684,
"step": 14
},
{
"epoch": 0.05808325266214908,
"grad_norm": 0.31500810384750366,
"learning_rate": 9.98292246503335e-05,
"loss": 0.0835,
"step": 15
},
{
"epoch": 0.061955469506292354,
"grad_norm": 0.1898542046546936,
"learning_rate": 9.975414512725057e-05,
"loss": 0.0471,
"step": 16
},
{
"epoch": 0.06582768635043562,
"grad_norm": 0.16449055075645447,
"learning_rate": 9.966546331768191e-05,
"loss": 0.0428,
"step": 17
},
{
"epoch": 0.0696999031945789,
"grad_norm": 0.17914803326129913,
"learning_rate": 9.956320346634876e-05,
"loss": 0.053,
"step": 18
},
{
"epoch": 0.07357212003872217,
"grad_norm": 0.13265900313854218,
"learning_rate": 9.944739353007344e-05,
"loss": 0.0347,
"step": 19
},
{
"epoch": 0.07744433688286544,
"grad_norm": 0.20040208101272583,
"learning_rate": 9.931806517013612e-05,
"loss": 0.038,
"step": 20
},
{
"epoch": 0.08131655372700872,
"grad_norm": 0.14658556878566742,
"learning_rate": 9.917525374361912e-05,
"loss": 0.0417,
"step": 21
},
{
"epoch": 0.08518877057115198,
"grad_norm": 0.10912320762872696,
"learning_rate": 9.901899829374047e-05,
"loss": 0.0336,
"step": 22
},
{
"epoch": 0.08906098741529525,
"grad_norm": 0.10982748866081238,
"learning_rate": 9.884934153917997e-05,
"loss": 0.0278,
"step": 23
},
{
"epoch": 0.09293320425943853,
"grad_norm": 0.08335252106189728,
"learning_rate": 9.86663298624003e-05,
"loss": 0.0214,
"step": 24
},
{
"epoch": 0.0968054211035818,
"grad_norm": 0.10161011666059494,
"learning_rate": 9.847001329696653e-05,
"loss": 0.0413,
"step": 25
},
{
"epoch": 0.10067763794772508,
"grad_norm": 0.09783328324556351,
"learning_rate": 9.826044551386744e-05,
"loss": 0.032,
"step": 26
},
{
"epoch": 0.10454985479186835,
"grad_norm": 0.05879473313689232,
"learning_rate": 9.803768380684242e-05,
"loss": 0.0151,
"step": 27
},
{
"epoch": 0.10842207163601161,
"grad_norm": 0.10748795419931412,
"learning_rate": 9.780178907671789e-05,
"loss": 0.0394,
"step": 28
},
{
"epoch": 0.1122942884801549,
"grad_norm": 0.09443118423223495,
"learning_rate": 9.755282581475769e-05,
"loss": 0.0375,
"step": 29
},
{
"epoch": 0.11616650532429816,
"grad_norm": 0.08883603662252426,
"learning_rate": 9.729086208503174e-05,
"loss": 0.0325,
"step": 30
},
{
"epoch": 0.12003872216844143,
"grad_norm": 0.06886650621891022,
"learning_rate": 9.701596950580806e-05,
"loss": 0.0313,
"step": 31
},
{
"epoch": 0.12391093901258471,
"grad_norm": 0.07295922935009003,
"learning_rate": 9.672822322997305e-05,
"loss": 0.0276,
"step": 32
},
{
"epoch": 0.12778315585672798,
"grad_norm": 0.06310761719942093,
"learning_rate": 9.642770192448536e-05,
"loss": 0.0234,
"step": 33
},
{
"epoch": 0.13165537270087124,
"grad_norm": 0.09747755527496338,
"learning_rate": 9.611448774886924e-05,
"loss": 0.0267,
"step": 34
},
{
"epoch": 0.1355275895450145,
"grad_norm": 0.04697493463754654,
"learning_rate": 9.578866633275288e-05,
"loss": 0.021,
"step": 35
},
{
"epoch": 0.1393998063891578,
"grad_norm": 0.07634945958852768,
"learning_rate": 9.545032675245813e-05,
"loss": 0.0263,
"step": 36
},
{
"epoch": 0.14327202323330107,
"grad_norm": 0.048437684774398804,
"learning_rate": 9.509956150664796e-05,
"loss": 0.0199,
"step": 37
},
{
"epoch": 0.14714424007744434,
"grad_norm": 0.0893416479229927,
"learning_rate": 9.473646649103818e-05,
"loss": 0.0219,
"step": 38
},
{
"epoch": 0.1510164569215876,
"grad_norm": 0.08695591241121292,
"learning_rate": 9.43611409721806e-05,
"loss": 0.0314,
"step": 39
},
{
"epoch": 0.15488867376573087,
"grad_norm": 0.0652228444814682,
"learning_rate": 9.397368756032445e-05,
"loss": 0.0223,
"step": 40
},
{
"epoch": 0.15876089060987417,
"grad_norm": 0.08439888060092926,
"learning_rate": 9.357421218136386e-05,
"loss": 0.0282,
"step": 41
},
{
"epoch": 0.16263310745401743,
"grad_norm": 0.05719901621341705,
"learning_rate": 9.316282404787871e-05,
"loss": 0.0226,
"step": 42
},
{
"epoch": 0.1665053242981607,
"grad_norm": 0.05270665884017944,
"learning_rate": 9.273963562927695e-05,
"loss": 0.0232,
"step": 43
},
{
"epoch": 0.17037754114230397,
"grad_norm": 0.08705751597881317,
"learning_rate": 9.230476262104677e-05,
"loss": 0.022,
"step": 44
},
{
"epoch": 0.17424975798644723,
"grad_norm": 0.0793544352054596,
"learning_rate": 9.185832391312644e-05,
"loss": 0.0251,
"step": 45
},
{
"epoch": 0.1781219748305905,
"grad_norm": 0.10614676028490067,
"learning_rate": 9.140044155740101e-05,
"loss": 0.0284,
"step": 46
},
{
"epoch": 0.1819941916747338,
"grad_norm": 0.05218925327062607,
"learning_rate": 9.093124073433463e-05,
"loss": 0.019,
"step": 47
},
{
"epoch": 0.18586640851887706,
"grad_norm": 0.06523724645376205,
"learning_rate": 9.045084971874738e-05,
"loss": 0.025,
"step": 48
},
{
"epoch": 0.18973862536302033,
"grad_norm": 0.05020613223314285,
"learning_rate": 8.995939984474624e-05,
"loss": 0.0168,
"step": 49
},
{
"epoch": 0.1936108422071636,
"grad_norm": 0.19285856187343597,
"learning_rate": 8.945702546981969e-05,
"loss": 0.0267,
"step": 50
},
{
"epoch": 0.1936108422071636,
"eval_loss": 0.022433165460824966,
"eval_runtime": 31.0156,
"eval_samples_per_second": 14.025,
"eval_steps_per_second": 3.514,
"step": 50
},
{
"epoch": 0.19748305905130686,
"grad_norm": 0.05130339413881302,
"learning_rate": 8.894386393810563e-05,
"loss": 0.0219,
"step": 51
},
{
"epoch": 0.20135527589545016,
"grad_norm": 0.054578520357608795,
"learning_rate": 8.842005554284296e-05,
"loss": 0.0223,
"step": 52
},
{
"epoch": 0.20522749273959343,
"grad_norm": 0.06454931199550629,
"learning_rate": 8.788574348801675e-05,
"loss": 0.027,
"step": 53
},
{
"epoch": 0.2090997095837367,
"grad_norm": 0.06821908801794052,
"learning_rate": 8.73410738492077e-05,
"loss": 0.0162,
"step": 54
},
{
"epoch": 0.21297192642787996,
"grad_norm": 0.044611573219299316,
"learning_rate": 8.678619553365659e-05,
"loss": 0.018,
"step": 55
},
{
"epoch": 0.21684414327202323,
"grad_norm": 0.03761984035372734,
"learning_rate": 8.622126023955446e-05,
"loss": 0.0202,
"step": 56
},
{
"epoch": 0.2207163601161665,
"grad_norm": 0.0433681458234787,
"learning_rate": 8.564642241456986e-05,
"loss": 0.0154,
"step": 57
},
{
"epoch": 0.2245885769603098,
"grad_norm": 0.05336097627878189,
"learning_rate": 8.506183921362443e-05,
"loss": 0.0234,
"step": 58
},
{
"epoch": 0.22846079380445306,
"grad_norm": 0.04495273903012276,
"learning_rate": 8.44676704559283e-05,
"loss": 0.0158,
"step": 59
},
{
"epoch": 0.23233301064859632,
"grad_norm": 0.05013081058859825,
"learning_rate": 8.386407858128706e-05,
"loss": 0.0212,
"step": 60
},
{
"epoch": 0.2362052274927396,
"grad_norm": 0.0574067123234272,
"learning_rate": 8.32512286056924e-05,
"loss": 0.0284,
"step": 61
},
{
"epoch": 0.24007744433688286,
"grad_norm": 0.03662450611591339,
"learning_rate": 8.262928807620843e-05,
"loss": 0.0222,
"step": 62
},
{
"epoch": 0.24394966118102615,
"grad_norm": 0.04296913370490074,
"learning_rate": 8.199842702516583e-05,
"loss": 0.0177,
"step": 63
},
{
"epoch": 0.24782187802516942,
"grad_norm": 0.06435459107160568,
"learning_rate": 8.135881792367686e-05,
"loss": 0.0235,
"step": 64
},
{
"epoch": 0.25169409486931266,
"grad_norm": 0.04163075610995293,
"learning_rate": 8.07106356344834e-05,
"loss": 0.0226,
"step": 65
},
{
"epoch": 0.25556631171345595,
"grad_norm": 0.03861234709620476,
"learning_rate": 8.005405736415126e-05,
"loss": 0.0233,
"step": 66
},
{
"epoch": 0.25943852855759925,
"grad_norm": 0.039693742990493774,
"learning_rate": 7.938926261462366e-05,
"loss": 0.0186,
"step": 67
},
{
"epoch": 0.2633107454017425,
"grad_norm": 0.035804882645606995,
"learning_rate": 7.871643313414718e-05,
"loss": 0.0154,
"step": 68
},
{
"epoch": 0.2671829622458858,
"grad_norm": 0.025846365839242935,
"learning_rate": 7.803575286758364e-05,
"loss": 0.0144,
"step": 69
},
{
"epoch": 0.271055179090029,
"grad_norm": 0.05968935042619705,
"learning_rate": 7.734740790612136e-05,
"loss": 0.0217,
"step": 70
},
{
"epoch": 0.2749273959341723,
"grad_norm": 0.06286381930112839,
"learning_rate": 7.66515864363997e-05,
"loss": 0.0209,
"step": 71
},
{
"epoch": 0.2787996127783156,
"grad_norm": 0.028835639357566833,
"learning_rate": 7.594847868906076e-05,
"loss": 0.0115,
"step": 72
},
{
"epoch": 0.28267182962245885,
"grad_norm": 0.04784088954329491,
"learning_rate": 7.52382768867422e-05,
"loss": 0.0229,
"step": 73
},
{
"epoch": 0.28654404646660214,
"grad_norm": 0.05574282631278038,
"learning_rate": 7.452117519152542e-05,
"loss": 0.0256,
"step": 74
},
{
"epoch": 0.2904162633107454,
"grad_norm": 0.04102447256445885,
"learning_rate": 7.379736965185368e-05,
"loss": 0.0174,
"step": 75
},
{
"epoch": 0.2942884801548887,
"grad_norm": 0.0936175063252449,
"learning_rate": 7.30670581489344e-05,
"loss": 0.024,
"step": 76
},
{
"epoch": 0.29816069699903197,
"grad_norm": 0.033699460327625275,
"learning_rate": 7.233044034264034e-05,
"loss": 0.0156,
"step": 77
},
{
"epoch": 0.3020329138431752,
"grad_norm": 0.06190520524978638,
"learning_rate": 7.158771761692464e-05,
"loss": 0.0245,
"step": 78
},
{
"epoch": 0.3059051306873185,
"grad_norm": 0.048285167664289474,
"learning_rate": 7.083909302476453e-05,
"loss": 0.0219,
"step": 79
},
{
"epoch": 0.30977734753146174,
"grad_norm": 0.042587533593177795,
"learning_rate": 7.008477123264848e-05,
"loss": 0.0166,
"step": 80
},
{
"epoch": 0.31364956437560504,
"grad_norm": 0.07332392781972885,
"learning_rate": 6.932495846462261e-05,
"loss": 0.024,
"step": 81
},
{
"epoch": 0.31752178121974833,
"grad_norm": 0.12151223421096802,
"learning_rate": 6.855986244591104e-05,
"loss": 0.0241,
"step": 82
},
{
"epoch": 0.3213939980638916,
"grad_norm": 0.2832794487476349,
"learning_rate": 6.778969234612584e-05,
"loss": 0.0219,
"step": 83
},
{
"epoch": 0.32526621490803487,
"grad_norm": 0.06909225136041641,
"learning_rate": 6.701465872208216e-05,
"loss": 0.0254,
"step": 84
},
{
"epoch": 0.3291384317521781,
"grad_norm": 0.3256091773509979,
"learning_rate": 6.623497346023418e-05,
"loss": 0.0196,
"step": 85
},
{
"epoch": 0.3330106485963214,
"grad_norm": 0.05504089593887329,
"learning_rate": 6.545084971874738e-05,
"loss": 0.0228,
"step": 86
},
{
"epoch": 0.33688286544046464,
"grad_norm": 0.04585348442196846,
"learning_rate": 6.466250186922325e-05,
"loss": 0.0182,
"step": 87
},
{
"epoch": 0.34075508228460794,
"grad_norm": 0.06665895134210587,
"learning_rate": 6.387014543809223e-05,
"loss": 0.0198,
"step": 88
},
{
"epoch": 0.34462729912875123,
"grad_norm": 0.047711923718452454,
"learning_rate": 6.307399704769099e-05,
"loss": 0.0206,
"step": 89
},
{
"epoch": 0.34849951597289447,
"grad_norm": 0.040118634700775146,
"learning_rate": 6.227427435703997e-05,
"loss": 0.017,
"step": 90
},
{
"epoch": 0.35237173281703776,
"grad_norm": 0.0628420040011406,
"learning_rate": 6.147119600233758e-05,
"loss": 0.0233,
"step": 91
},
{
"epoch": 0.356243949661181,
"grad_norm": 0.05141530930995941,
"learning_rate": 6.066498153718735e-05,
"loss": 0.0246,
"step": 92
},
{
"epoch": 0.3601161665053243,
"grad_norm": 0.08067324012517929,
"learning_rate": 5.985585137257401e-05,
"loss": 0.0215,
"step": 93
},
{
"epoch": 0.3639883833494676,
"grad_norm": 0.0874338448047638,
"learning_rate": 5.90440267166055e-05,
"loss": 0.021,
"step": 94
},
{
"epoch": 0.36786060019361083,
"grad_norm": 0.05889058858156204,
"learning_rate": 5.8229729514036705e-05,
"loss": 0.0233,
"step": 95
},
{
"epoch": 0.3717328170377541,
"grad_norm": 0.140172079205513,
"learning_rate": 5.74131823855921e-05,
"loss": 0.0247,
"step": 96
},
{
"epoch": 0.37560503388189737,
"grad_norm": 0.05803554505109787,
"learning_rate": 5.6594608567103456e-05,
"loss": 0.014,
"step": 97
},
{
"epoch": 0.37947725072604066,
"grad_norm": 0.05956672504544258,
"learning_rate": 5.577423184847932e-05,
"loss": 0.0139,
"step": 98
},
{
"epoch": 0.38334946757018395,
"grad_norm": 0.09673935920000076,
"learning_rate": 5.495227651252315e-05,
"loss": 0.0224,
"step": 99
},
{
"epoch": 0.3872216844143272,
"grad_norm": 0.12850569188594818,
"learning_rate": 5.4128967273616625e-05,
"loss": 0.0284,
"step": 100
},
{
"epoch": 0.3872216844143272,
"eval_loss": 0.01937755011022091,
"eval_runtime": 31.0085,
"eval_samples_per_second": 14.028,
"eval_steps_per_second": 3.515,
"step": 100
},
{
"epoch": 0.3910939012584705,
"grad_norm": 0.05301031470298767,
"learning_rate": 5.330452921628497e-05,
"loss": 0.0234,
"step": 101
},
{
"epoch": 0.39496611810261373,
"grad_norm": 0.06627804785966873,
"learning_rate": 5.247918773366112e-05,
"loss": 0.0187,
"step": 102
},
{
"epoch": 0.398838334946757,
"grad_norm": 0.05236673355102539,
"learning_rate": 5.165316846586541e-05,
"loss": 0.0171,
"step": 103
},
{
"epoch": 0.4027105517909003,
"grad_norm": 0.04712076112627983,
"learning_rate": 5.0826697238317935e-05,
"loss": 0.0195,
"step": 104
},
{
"epoch": 0.40658276863504356,
"grad_norm": 0.046172890812158585,
"learning_rate": 5e-05,
"loss": 0.0168,
"step": 105
},
{
"epoch": 0.41045498547918685,
"grad_norm": 0.05620027333498001,
"learning_rate": 4.917330276168208e-05,
"loss": 0.0156,
"step": 106
},
{
"epoch": 0.4143272023233301,
"grad_norm": 0.06328780949115753,
"learning_rate": 4.834683153413459e-05,
"loss": 0.0203,
"step": 107
},
{
"epoch": 0.4181994191674734,
"grad_norm": 0.0666506290435791,
"learning_rate": 4.7520812266338885e-05,
"loss": 0.0267,
"step": 108
},
{
"epoch": 0.4220716360116166,
"grad_norm": 0.042762067168951035,
"learning_rate": 4.669547078371504e-05,
"loss": 0.0156,
"step": 109
},
{
"epoch": 0.4259438528557599,
"grad_norm": 0.05910148099064827,
"learning_rate": 4.5871032726383386e-05,
"loss": 0.0196,
"step": 110
},
{
"epoch": 0.4298160696999032,
"grad_norm": 0.046227678656578064,
"learning_rate": 4.504772348747687e-05,
"loss": 0.0193,
"step": 111
},
{
"epoch": 0.43368828654404645,
"grad_norm": 0.051421985030174255,
"learning_rate": 4.4225768151520694e-05,
"loss": 0.0183,
"step": 112
},
{
"epoch": 0.43756050338818975,
"grad_norm": 0.03285564109683037,
"learning_rate": 4.3405391432896555e-05,
"loss": 0.0148,
"step": 113
},
{
"epoch": 0.441432720232333,
"grad_norm": 0.035902880132198334,
"learning_rate": 4.2586817614407895e-05,
"loss": 0.0151,
"step": 114
},
{
"epoch": 0.4453049370764763,
"grad_norm": 0.04394988343119621,
"learning_rate": 4.17702704859633e-05,
"loss": 0.0187,
"step": 115
},
{
"epoch": 0.4491771539206196,
"grad_norm": 0.04423746466636658,
"learning_rate": 4.095597328339452e-05,
"loss": 0.0172,
"step": 116
},
{
"epoch": 0.4530493707647628,
"grad_norm": 0.05456831306219101,
"learning_rate": 4.0144148627425993e-05,
"loss": 0.023,
"step": 117
},
{
"epoch": 0.4569215876089061,
"grad_norm": 0.05230424925684929,
"learning_rate": 3.933501846281267e-05,
"loss": 0.019,
"step": 118
},
{
"epoch": 0.46079380445304935,
"grad_norm": 0.04211042821407318,
"learning_rate": 3.852880399766243e-05,
"loss": 0.0174,
"step": 119
},
{
"epoch": 0.46466602129719264,
"grad_norm": 0.04608823359012604,
"learning_rate": 3.772572564296005e-05,
"loss": 0.0239,
"step": 120
},
{
"epoch": 0.46853823814133594,
"grad_norm": 0.07439879328012466,
"learning_rate": 3.6926002952309016e-05,
"loss": 0.018,
"step": 121
},
{
"epoch": 0.4724104549854792,
"grad_norm": 0.049552951008081436,
"learning_rate": 3.612985456190778e-05,
"loss": 0.0146,
"step": 122
},
{
"epoch": 0.4762826718296225,
"grad_norm": 0.051944442093372345,
"learning_rate": 3.533749813077677e-05,
"loss": 0.0223,
"step": 123
},
{
"epoch": 0.4801548886737657,
"grad_norm": 0.03937254101037979,
"learning_rate": 3.4549150281252636e-05,
"loss": 0.0135,
"step": 124
},
{
"epoch": 0.484027105517909,
"grad_norm": 0.07220064103603363,
"learning_rate": 3.3765026539765834e-05,
"loss": 0.017,
"step": 125
},
{
"epoch": 0.4878993223620523,
"grad_norm": 0.039477597922086716,
"learning_rate": 3.298534127791785e-05,
"loss": 0.0158,
"step": 126
},
{
"epoch": 0.49177153920619554,
"grad_norm": 0.04569016396999359,
"learning_rate": 3.221030765387417e-05,
"loss": 0.0124,
"step": 127
},
{
"epoch": 0.49564375605033884,
"grad_norm": 0.051465414464473724,
"learning_rate": 3.144013755408895e-05,
"loss": 0.0174,
"step": 128
},
{
"epoch": 0.4995159728944821,
"grad_norm": 0.06285690516233444,
"learning_rate": 3.0675041535377405e-05,
"loss": 0.0181,
"step": 129
},
{
"epoch": 0.5033881897386253,
"grad_norm": 0.03760867938399315,
"learning_rate": 2.991522876735154e-05,
"loss": 0.0161,
"step": 130
},
{
"epoch": 0.5072604065827686,
"grad_norm": 0.0777566134929657,
"learning_rate": 2.916090697523549e-05,
"loss": 0.0352,
"step": 131
},
{
"epoch": 0.5111326234269119,
"grad_norm": 0.04282362014055252,
"learning_rate": 2.8412282383075363e-05,
"loss": 0.0144,
"step": 132
},
{
"epoch": 0.5150048402710552,
"grad_norm": 0.04963918775320053,
"learning_rate": 2.766955965735968e-05,
"loss": 0.0162,
"step": 133
},
{
"epoch": 0.5188770571151985,
"grad_norm": 0.050760362297296524,
"learning_rate": 2.693294185106562e-05,
"loss": 0.0173,
"step": 134
},
{
"epoch": 0.5227492739593417,
"grad_norm": 0.055553846061229706,
"learning_rate": 2.6202630348146324e-05,
"loss": 0.0197,
"step": 135
},
{
"epoch": 0.526621490803485,
"grad_norm": 0.06745583564043045,
"learning_rate": 2.547882480847461e-05,
"loss": 0.021,
"step": 136
},
{
"epoch": 0.5304937076476283,
"grad_norm": 0.061450064182281494,
"learning_rate": 2.476172311325783e-05,
"loss": 0.0211,
"step": 137
},
{
"epoch": 0.5343659244917716,
"grad_norm": 0.06228160485625267,
"learning_rate": 2.405152131093926e-05,
"loss": 0.0228,
"step": 138
},
{
"epoch": 0.5382381413359149,
"grad_norm": 0.055065497756004333,
"learning_rate": 2.3348413563600325e-05,
"loss": 0.0145,
"step": 139
},
{
"epoch": 0.542110358180058,
"grad_norm": 0.041081007570028305,
"learning_rate": 2.2652592093878666e-05,
"loss": 0.0155,
"step": 140
},
{
"epoch": 0.5459825750242013,
"grad_norm": 0.06930065900087357,
"learning_rate": 2.196424713241637e-05,
"loss": 0.0167,
"step": 141
},
{
"epoch": 0.5498547918683446,
"grad_norm": 0.056641146540641785,
"learning_rate": 2.128356686585282e-05,
"loss": 0.0173,
"step": 142
},
{
"epoch": 0.5537270087124879,
"grad_norm": 0.04107319563627243,
"learning_rate": 2.061073738537635e-05,
"loss": 0.0168,
"step": 143
},
{
"epoch": 0.5575992255566312,
"grad_norm": 0.05168822407722473,
"learning_rate": 1.9945942635848748e-05,
"loss": 0.0144,
"step": 144
},
{
"epoch": 0.5614714424007744,
"grad_norm": 0.03349588066339493,
"learning_rate": 1.928936436551661e-05,
"loss": 0.0125,
"step": 145
},
{
"epoch": 0.5653436592449177,
"grad_norm": 0.0859992504119873,
"learning_rate": 1.8641182076323148e-05,
"loss": 0.0287,
"step": 146
},
{
"epoch": 0.569215876089061,
"grad_norm": 0.044449854642152786,
"learning_rate": 1.800157297483417e-05,
"loss": 0.0121,
"step": 147
},
{
"epoch": 0.5730880929332043,
"grad_norm": 0.044262442737817764,
"learning_rate": 1.7370711923791567e-05,
"loss": 0.0108,
"step": 148
},
{
"epoch": 0.5769603097773476,
"grad_norm": 0.06609819829463959,
"learning_rate": 1.6748771394307585e-05,
"loss": 0.0202,
"step": 149
},
{
"epoch": 0.5808325266214908,
"grad_norm": 0.08649075031280518,
"learning_rate": 1.6135921418712956e-05,
"loss": 0.0131,
"step": 150
},
{
"epoch": 0.5808325266214908,
"eval_loss": 0.017788490280508995,
"eval_runtime": 31.0247,
"eval_samples_per_second": 14.021,
"eval_steps_per_second": 3.513,
"step": 150
},
{
"epoch": 0.5847047434656341,
"grad_norm": 0.0423225462436676,
"learning_rate": 1.553232954407171e-05,
"loss": 0.0192,
"step": 151
},
{
"epoch": 0.5885769603097774,
"grad_norm": 0.03364099934697151,
"learning_rate": 1.4938160786375572e-05,
"loss": 0.014,
"step": 152
},
{
"epoch": 0.5924491771539206,
"grad_norm": 0.03870393708348274,
"learning_rate": 1.435357758543015e-05,
"loss": 0.0177,
"step": 153
},
{
"epoch": 0.5963213939980639,
"grad_norm": 0.04583383724093437,
"learning_rate": 1.3778739760445552e-05,
"loss": 0.0201,
"step": 154
},
{
"epoch": 0.6001936108422071,
"grad_norm": 0.04435613006353378,
"learning_rate": 1.3213804466343421e-05,
"loss": 0.017,
"step": 155
},
{
"epoch": 0.6040658276863504,
"grad_norm": 0.04806113988161087,
"learning_rate": 1.2658926150792322e-05,
"loss": 0.0178,
"step": 156
},
{
"epoch": 0.6079380445304937,
"grad_norm": 0.034044358879327774,
"learning_rate": 1.2114256511983274e-05,
"loss": 0.0156,
"step": 157
},
{
"epoch": 0.611810261374637,
"grad_norm": 0.0424632728099823,
"learning_rate": 1.157994445715706e-05,
"loss": 0.0177,
"step": 158
},
{
"epoch": 0.6156824782187803,
"grad_norm": 0.03404629975557327,
"learning_rate": 1.1056136061894384e-05,
"loss": 0.0176,
"step": 159
},
{
"epoch": 0.6195546950629235,
"grad_norm": 0.03164118155837059,
"learning_rate": 1.0542974530180327e-05,
"loss": 0.0193,
"step": 160
},
{
"epoch": 0.6234269119070668,
"grad_norm": 0.03551580384373665,
"learning_rate": 1.0040600155253765e-05,
"loss": 0.0148,
"step": 161
},
{
"epoch": 0.6272991287512101,
"grad_norm": 0.02959238924086094,
"learning_rate": 9.549150281252633e-06,
"loss": 0.0107,
"step": 162
},
{
"epoch": 0.6311713455953534,
"grad_norm": 0.03933287039399147,
"learning_rate": 9.068759265665384e-06,
"loss": 0.0196,
"step": 163
},
{
"epoch": 0.6350435624394967,
"grad_norm": 0.026930704712867737,
"learning_rate": 8.599558442598998e-06,
"loss": 0.0137,
"step": 164
},
{
"epoch": 0.6389157792836399,
"grad_norm": 0.03506817668676376,
"learning_rate": 8.141676086873572e-06,
"loss": 0.0133,
"step": 165
},
{
"epoch": 0.6427879961277831,
"grad_norm": 0.050097472965717316,
"learning_rate": 7.695237378953223e-06,
"loss": 0.0168,
"step": 166
},
{
"epoch": 0.6466602129719264,
"grad_norm": 0.05149339511990547,
"learning_rate": 7.260364370723044e-06,
"loss": 0.0191,
"step": 167
},
{
"epoch": 0.6505324298160697,
"grad_norm": 0.038946524262428284,
"learning_rate": 6.837175952121306e-06,
"loss": 0.0192,
"step": 168
},
{
"epoch": 0.6544046466602129,
"grad_norm": 0.0480131134390831,
"learning_rate": 6.425787818636131e-06,
"loss": 0.0184,
"step": 169
},
{
"epoch": 0.6582768635043562,
"grad_norm": 0.0316658616065979,
"learning_rate": 6.026312439675552e-06,
"loss": 0.0148,
"step": 170
},
{
"epoch": 0.6621490803484995,
"grad_norm": 0.03713034838438034,
"learning_rate": 5.6388590278194096e-06,
"loss": 0.0192,
"step": 171
},
{
"epoch": 0.6660212971926428,
"grad_norm": 0.047146543860435486,
"learning_rate": 5.263533508961827e-06,
"loss": 0.0209,
"step": 172
},
{
"epoch": 0.6698935140367861,
"grad_norm": 0.03987390175461769,
"learning_rate": 4.900438493352055e-06,
"loss": 0.0127,
"step": 173
},
{
"epoch": 0.6737657308809293,
"grad_norm": 0.04336446523666382,
"learning_rate": 4.549673247541875e-06,
"loss": 0.0147,
"step": 174
},
{
"epoch": 0.6776379477250726,
"grad_norm": 0.03457663208246231,
"learning_rate": 4.2113336672471245e-06,
"loss": 0.0137,
"step": 175
},
{
"epoch": 0.6815101645692159,
"grad_norm": 0.05320386588573456,
"learning_rate": 3.885512251130763e-06,
"loss": 0.015,
"step": 176
},
{
"epoch": 0.6853823814133592,
"grad_norm": 0.040925223380327225,
"learning_rate": 3.5722980755146517e-06,
"loss": 0.0115,
"step": 177
},
{
"epoch": 0.6892545982575025,
"grad_norm": 0.04301987215876579,
"learning_rate": 3.271776770026963e-06,
"loss": 0.0173,
"step": 178
},
{
"epoch": 0.6931268151016456,
"grad_norm": 0.05281393975019455,
"learning_rate": 2.9840304941919415e-06,
"loss": 0.0225,
"step": 179
},
{
"epoch": 0.6969990319457889,
"grad_norm": 0.04951333627104759,
"learning_rate": 2.7091379149682685e-06,
"loss": 0.0213,
"step": 180
},
{
"epoch": 0.7008712487899322,
"grad_norm": 0.04584355279803276,
"learning_rate": 2.4471741852423237e-06,
"loss": 0.0135,
"step": 181
},
{
"epoch": 0.7047434656340755,
"grad_norm": 0.03790602087974548,
"learning_rate": 2.1982109232821178e-06,
"loss": 0.0132,
"step": 182
},
{
"epoch": 0.7086156824782188,
"grad_norm": 0.044886309653520584,
"learning_rate": 1.962316193157593e-06,
"loss": 0.0141,
"step": 183
},
{
"epoch": 0.712487899322362,
"grad_norm": 0.04411059245467186,
"learning_rate": 1.7395544861325718e-06,
"loss": 0.0179,
"step": 184
},
{
"epoch": 0.7163601161665053,
"grad_norm": 0.042997557669878006,
"learning_rate": 1.5299867030334814e-06,
"loss": 0.0159,
"step": 185
},
{
"epoch": 0.7202323330106486,
"grad_norm": 0.04554186388850212,
"learning_rate": 1.333670137599713e-06,
"loss": 0.0118,
"step": 186
},
{
"epoch": 0.7241045498547919,
"grad_norm": 0.06200898066163063,
"learning_rate": 1.1506584608200367e-06,
"loss": 0.0109,
"step": 187
},
{
"epoch": 0.7279767666989352,
"grad_norm": 0.05879402905702591,
"learning_rate": 9.810017062595322e-07,
"loss": 0.0164,
"step": 188
},
{
"epoch": 0.7318489835430784,
"grad_norm": 0.07631424814462662,
"learning_rate": 8.247462563808817e-07,
"loss": 0.0199,
"step": 189
},
{
"epoch": 0.7357212003872217,
"grad_norm": 0.046292923390865326,
"learning_rate": 6.819348298638839e-07,
"loss": 0.0174,
"step": 190
},
{
"epoch": 0.739593417231365,
"grad_norm": 0.04581916332244873,
"learning_rate": 5.526064699265753e-07,
"loss": 0.02,
"step": 191
},
{
"epoch": 0.7434656340755083,
"grad_norm": 0.0862080305814743,
"learning_rate": 4.367965336512403e-07,
"loss": 0.0215,
"step": 192
},
{
"epoch": 0.7473378509196515,
"grad_norm": 0.04763956740498543,
"learning_rate": 3.3453668231809286e-07,
"loss": 0.0153,
"step": 193
},
{
"epoch": 0.7512100677637947,
"grad_norm": 0.0430004857480526,
"learning_rate": 2.458548727494292e-07,
"loss": 0.0084,
"step": 194
},
{
"epoch": 0.755082284607938,
"grad_norm": 0.07984476536512375,
"learning_rate": 1.7077534966650766e-07,
"loss": 0.017,
"step": 195
},
{
"epoch": 0.7589545014520813,
"grad_norm": 0.06302456557750702,
"learning_rate": 1.0931863906127327e-07,
"loss": 0.0221,
"step": 196
},
{
"epoch": 0.7628267182962246,
"grad_norm": 0.07533060759305954,
"learning_rate": 6.150154258476315e-08,
"loss": 0.0126,
"step": 197
},
{
"epoch": 0.7666989351403679,
"grad_norm": 0.08316206932067871,
"learning_rate": 2.7337132953697554e-08,
"loss": 0.0154,
"step": 198
},
{
"epoch": 0.7705711519845111,
"grad_norm": 0.08352073282003403,
"learning_rate": 6.834750376549792e-09,
"loss": 0.0222,
"step": 199
},
{
"epoch": 0.7744433688286544,
"grad_norm": 0.07341562956571579,
"learning_rate": 0.0,
"loss": 0.0151,
"step": 200
},
{
"epoch": 0.7744433688286544,
"eval_loss": 0.016775405034422874,
"eval_runtime": 31.0108,
"eval_samples_per_second": 14.027,
"eval_steps_per_second": 3.515,
"step": 200
}
],
"logging_steps": 1,
"max_steps": 200,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 50,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 5,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 0
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 2.661017318326272e+17,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}