prxy5606's picture
Training in progress, step 200, checkpoint
0b3b447 verified
{
"best_metric": 1.6063930988311768,
"best_model_checkpoint": "miner_id_24/checkpoint-200",
"epoch": 0.1172504763300601,
"eval_steps": 50,
"global_step": 200,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0005862523816503004,
"grad_norm": 71.74431610107422,
"learning_rate": 1e-05,
"loss": 13.8691,
"step": 1
},
{
"epoch": 0.0005862523816503004,
"eval_loss": 3.616081714630127,
"eval_runtime": 225.8,
"eval_samples_per_second": 12.724,
"eval_steps_per_second": 3.184,
"step": 1
},
{
"epoch": 0.0011725047633006009,
"grad_norm": 78.9216079711914,
"learning_rate": 2e-05,
"loss": 13.9133,
"step": 2
},
{
"epoch": 0.0017587571449509014,
"grad_norm": 69.60846710205078,
"learning_rate": 3e-05,
"loss": 12.7652,
"step": 3
},
{
"epoch": 0.0023450095266012018,
"grad_norm": 55.5763053894043,
"learning_rate": 4e-05,
"loss": 9.8582,
"step": 4
},
{
"epoch": 0.0029312619082515023,
"grad_norm": 25.325239181518555,
"learning_rate": 5e-05,
"loss": 8.2207,
"step": 5
},
{
"epoch": 0.003517514289901803,
"grad_norm": 15.54898738861084,
"learning_rate": 6e-05,
"loss": 7.8553,
"step": 6
},
{
"epoch": 0.004103766671552103,
"grad_norm": 6.679100513458252,
"learning_rate": 7e-05,
"loss": 7.1132,
"step": 7
},
{
"epoch": 0.0046900190532024036,
"grad_norm": 6.3928022384643555,
"learning_rate": 8e-05,
"loss": 7.3109,
"step": 8
},
{
"epoch": 0.005276271434852704,
"grad_norm": 3.7989559173583984,
"learning_rate": 9e-05,
"loss": 7.1344,
"step": 9
},
{
"epoch": 0.005862523816503005,
"grad_norm": 5.412967681884766,
"learning_rate": 0.0001,
"loss": 6.4554,
"step": 10
},
{
"epoch": 0.006448776198153305,
"grad_norm": 4.018998622894287,
"learning_rate": 9.999316524962345e-05,
"loss": 5.984,
"step": 11
},
{
"epoch": 0.007035028579803606,
"grad_norm": 5.7428107261657715,
"learning_rate": 9.997266286704631e-05,
"loss": 6.6835,
"step": 12
},
{
"epoch": 0.007621280961453906,
"grad_norm": 4.269711017608643,
"learning_rate": 9.993849845741524e-05,
"loss": 6.5248,
"step": 13
},
{
"epoch": 0.008207533343104206,
"grad_norm": 2.978231906890869,
"learning_rate": 9.989068136093873e-05,
"loss": 5.9893,
"step": 14
},
{
"epoch": 0.008793785724754507,
"grad_norm": 3.280388593673706,
"learning_rate": 9.98292246503335e-05,
"loss": 6.2859,
"step": 15
},
{
"epoch": 0.009380038106404807,
"grad_norm": 3.077812910079956,
"learning_rate": 9.975414512725057e-05,
"loss": 6.7801,
"step": 16
},
{
"epoch": 0.009966290488055108,
"grad_norm": 3.040489673614502,
"learning_rate": 9.966546331768191e-05,
"loss": 6.6661,
"step": 17
},
{
"epoch": 0.010552542869705408,
"grad_norm": 3.116974115371704,
"learning_rate": 9.956320346634876e-05,
"loss": 6.3934,
"step": 18
},
{
"epoch": 0.011138795251355709,
"grad_norm": 3.060584783554077,
"learning_rate": 9.944739353007344e-05,
"loss": 6.4177,
"step": 19
},
{
"epoch": 0.01172504763300601,
"grad_norm": 3.299783229827881,
"learning_rate": 9.931806517013612e-05,
"loss": 6.4753,
"step": 20
},
{
"epoch": 0.01231130001465631,
"grad_norm": 3.0765109062194824,
"learning_rate": 9.917525374361912e-05,
"loss": 6.4795,
"step": 21
},
{
"epoch": 0.01289755239630661,
"grad_norm": 3.0756661891937256,
"learning_rate": 9.901899829374047e-05,
"loss": 6.211,
"step": 22
},
{
"epoch": 0.013483804777956911,
"grad_norm": 2.891641616821289,
"learning_rate": 9.884934153917997e-05,
"loss": 6.336,
"step": 23
},
{
"epoch": 0.014070057159607212,
"grad_norm": 3.514195680618286,
"learning_rate": 9.86663298624003e-05,
"loss": 6.739,
"step": 24
},
{
"epoch": 0.014656309541257512,
"grad_norm": 2.8506174087524414,
"learning_rate": 9.847001329696653e-05,
"loss": 6.5377,
"step": 25
},
{
"epoch": 0.015242561922907813,
"grad_norm": 2.9577016830444336,
"learning_rate": 9.826044551386744e-05,
"loss": 6.6655,
"step": 26
},
{
"epoch": 0.01582881430455811,
"grad_norm": 3.104137420654297,
"learning_rate": 9.803768380684242e-05,
"loss": 7.1886,
"step": 27
},
{
"epoch": 0.016415066686208412,
"grad_norm": 3.215820074081421,
"learning_rate": 9.780178907671789e-05,
"loss": 6.6964,
"step": 28
},
{
"epoch": 0.017001319067858713,
"grad_norm": 3.065380096435547,
"learning_rate": 9.755282581475769e-05,
"loss": 6.735,
"step": 29
},
{
"epoch": 0.017587571449509013,
"grad_norm": 3.0146641731262207,
"learning_rate": 9.729086208503174e-05,
"loss": 6.8454,
"step": 30
},
{
"epoch": 0.018173823831159314,
"grad_norm": 3.3363120555877686,
"learning_rate": 9.701596950580806e-05,
"loss": 6.8841,
"step": 31
},
{
"epoch": 0.018760076212809614,
"grad_norm": 3.1610114574432373,
"learning_rate": 9.672822322997305e-05,
"loss": 6.5538,
"step": 32
},
{
"epoch": 0.019346328594459915,
"grad_norm": 3.559464454650879,
"learning_rate": 9.642770192448536e-05,
"loss": 7.4027,
"step": 33
},
{
"epoch": 0.019932580976110215,
"grad_norm": 3.6785998344421387,
"learning_rate": 9.611448774886924e-05,
"loss": 7.2259,
"step": 34
},
{
"epoch": 0.020518833357760516,
"grad_norm": 3.6969072818756104,
"learning_rate": 9.578866633275288e-05,
"loss": 6.8629,
"step": 35
},
{
"epoch": 0.021105085739410816,
"grad_norm": 3.533625364303589,
"learning_rate": 9.545032675245813e-05,
"loss": 6.5136,
"step": 36
},
{
"epoch": 0.021691338121061117,
"grad_norm": 3.2969021797180176,
"learning_rate": 9.509956150664796e-05,
"loss": 6.7494,
"step": 37
},
{
"epoch": 0.022277590502711418,
"grad_norm": 3.5021414756774902,
"learning_rate": 9.473646649103818e-05,
"loss": 6.4376,
"step": 38
},
{
"epoch": 0.022863842884361718,
"grad_norm": 3.596881628036499,
"learning_rate": 9.43611409721806e-05,
"loss": 6.2761,
"step": 39
},
{
"epoch": 0.02345009526601202,
"grad_norm": 3.4956023693084717,
"learning_rate": 9.397368756032445e-05,
"loss": 6.6019,
"step": 40
},
{
"epoch": 0.02403634764766232,
"grad_norm": 3.799384117126465,
"learning_rate": 9.357421218136386e-05,
"loss": 6.3625,
"step": 41
},
{
"epoch": 0.02462260002931262,
"grad_norm": 3.76020884513855,
"learning_rate": 9.316282404787871e-05,
"loss": 7.6828,
"step": 42
},
{
"epoch": 0.02520885241096292,
"grad_norm": 3.880293607711792,
"learning_rate": 9.273963562927695e-05,
"loss": 7.4852,
"step": 43
},
{
"epoch": 0.02579510479261322,
"grad_norm": 3.8231923580169678,
"learning_rate": 9.230476262104677e-05,
"loss": 6.9405,
"step": 44
},
{
"epoch": 0.02638135717426352,
"grad_norm": 4.1071038246154785,
"learning_rate": 9.185832391312644e-05,
"loss": 6.8187,
"step": 45
},
{
"epoch": 0.026967609555913822,
"grad_norm": 3.8722639083862305,
"learning_rate": 9.140044155740101e-05,
"loss": 6.8968,
"step": 46
},
{
"epoch": 0.027553861937564122,
"grad_norm": 4.049685001373291,
"learning_rate": 9.093124073433463e-05,
"loss": 7.0898,
"step": 47
},
{
"epoch": 0.028140114319214423,
"grad_norm": 4.8560357093811035,
"learning_rate": 9.045084971874738e-05,
"loss": 8.2837,
"step": 48
},
{
"epoch": 0.028726366700864724,
"grad_norm": 5.141579627990723,
"learning_rate": 8.995939984474624e-05,
"loss": 7.0076,
"step": 49
},
{
"epoch": 0.029312619082515024,
"grad_norm": 5.118967056274414,
"learning_rate": 8.945702546981969e-05,
"loss": 8.1159,
"step": 50
},
{
"epoch": 0.029312619082515024,
"eval_loss": 1.837236762046814,
"eval_runtime": 227.1315,
"eval_samples_per_second": 12.649,
"eval_steps_per_second": 3.166,
"step": 50
},
{
"epoch": 0.029898871464165325,
"grad_norm": 35.49456787109375,
"learning_rate": 8.894386393810563e-05,
"loss": 8.8848,
"step": 51
},
{
"epoch": 0.030485123845815625,
"grad_norm": 10.488907814025879,
"learning_rate": 8.842005554284296e-05,
"loss": 7.3923,
"step": 52
},
{
"epoch": 0.031071376227465926,
"grad_norm": 3.1175405979156494,
"learning_rate": 8.788574348801675e-05,
"loss": 6.0721,
"step": 53
},
{
"epoch": 0.03165762860911622,
"grad_norm": 2.8991098403930664,
"learning_rate": 8.73410738492077e-05,
"loss": 6.1196,
"step": 54
},
{
"epoch": 0.03224388099076653,
"grad_norm": 2.571641206741333,
"learning_rate": 8.678619553365659e-05,
"loss": 6.3167,
"step": 55
},
{
"epoch": 0.032830133372416824,
"grad_norm": 2.7571520805358887,
"learning_rate": 8.622126023955446e-05,
"loss": 6.8518,
"step": 56
},
{
"epoch": 0.03341638575406713,
"grad_norm": 2.2308900356292725,
"learning_rate": 8.564642241456986e-05,
"loss": 5.8886,
"step": 57
},
{
"epoch": 0.034002638135717425,
"grad_norm": 2.1759371757507324,
"learning_rate": 8.506183921362443e-05,
"loss": 6.0425,
"step": 58
},
{
"epoch": 0.03458889051736773,
"grad_norm": 3.0100531578063965,
"learning_rate": 8.44676704559283e-05,
"loss": 6.7173,
"step": 59
},
{
"epoch": 0.035175142899018026,
"grad_norm": 2.506157159805298,
"learning_rate": 8.386407858128706e-05,
"loss": 6.4661,
"step": 60
},
{
"epoch": 0.03576139528066833,
"grad_norm": 2.425422191619873,
"learning_rate": 8.32512286056924e-05,
"loss": 5.8649,
"step": 61
},
{
"epoch": 0.03634764766231863,
"grad_norm": 2.6796298027038574,
"learning_rate": 8.262928807620843e-05,
"loss": 5.6195,
"step": 62
},
{
"epoch": 0.03693390004396893,
"grad_norm": 2.490652322769165,
"learning_rate": 8.199842702516583e-05,
"loss": 6.3357,
"step": 63
},
{
"epoch": 0.03752015242561923,
"grad_norm": 2.3136560916900635,
"learning_rate": 8.135881792367686e-05,
"loss": 6.3827,
"step": 64
},
{
"epoch": 0.03810640480726953,
"grad_norm": 2.845165491104126,
"learning_rate": 8.07106356344834e-05,
"loss": 6.0737,
"step": 65
},
{
"epoch": 0.03869265718891983,
"grad_norm": 2.4424049854278564,
"learning_rate": 8.005405736415126e-05,
"loss": 5.8786,
"step": 66
},
{
"epoch": 0.039278909570570134,
"grad_norm": 2.281189203262329,
"learning_rate": 7.938926261462366e-05,
"loss": 5.859,
"step": 67
},
{
"epoch": 0.03986516195222043,
"grad_norm": 2.4373369216918945,
"learning_rate": 7.871643313414718e-05,
"loss": 6.5304,
"step": 68
},
{
"epoch": 0.040451414333870735,
"grad_norm": 3.3283677101135254,
"learning_rate": 7.803575286758364e-05,
"loss": 6.8858,
"step": 69
},
{
"epoch": 0.04103766671552103,
"grad_norm": 2.647940158843994,
"learning_rate": 7.734740790612136e-05,
"loss": 6.7807,
"step": 70
},
{
"epoch": 0.04162391909717133,
"grad_norm": 2.4119699001312256,
"learning_rate": 7.66515864363997e-05,
"loss": 6.3713,
"step": 71
},
{
"epoch": 0.04221017147882163,
"grad_norm": 2.6970508098602295,
"learning_rate": 7.594847868906076e-05,
"loss": 6.5585,
"step": 72
},
{
"epoch": 0.04279642386047193,
"grad_norm": 2.729961633682251,
"learning_rate": 7.52382768867422e-05,
"loss": 6.2155,
"step": 73
},
{
"epoch": 0.043382676242122234,
"grad_norm": 2.4872384071350098,
"learning_rate": 7.452117519152542e-05,
"loss": 6.465,
"step": 74
},
{
"epoch": 0.04396892862377253,
"grad_norm": 2.584740161895752,
"learning_rate": 7.379736965185368e-05,
"loss": 6.2198,
"step": 75
},
{
"epoch": 0.044555181005422835,
"grad_norm": 2.4839394092559814,
"learning_rate": 7.30670581489344e-05,
"loss": 5.9417,
"step": 76
},
{
"epoch": 0.04514143338707313,
"grad_norm": 2.538069725036621,
"learning_rate": 7.233044034264034e-05,
"loss": 5.9775,
"step": 77
},
{
"epoch": 0.045727685768723436,
"grad_norm": 2.699746608734131,
"learning_rate": 7.158771761692464e-05,
"loss": 6.4739,
"step": 78
},
{
"epoch": 0.04631393815037373,
"grad_norm": 2.685896873474121,
"learning_rate": 7.083909302476453e-05,
"loss": 6.3922,
"step": 79
},
{
"epoch": 0.04690019053202404,
"grad_norm": 2.727782726287842,
"learning_rate": 7.008477123264848e-05,
"loss": 6.9726,
"step": 80
},
{
"epoch": 0.047486442913674334,
"grad_norm": 2.8873696327209473,
"learning_rate": 6.932495846462261e-05,
"loss": 6.9436,
"step": 81
},
{
"epoch": 0.04807269529532464,
"grad_norm": 2.8404133319854736,
"learning_rate": 6.855986244591104e-05,
"loss": 6.3638,
"step": 82
},
{
"epoch": 0.048658947676974935,
"grad_norm": 2.9060897827148438,
"learning_rate": 6.778969234612584e-05,
"loss": 6.5394,
"step": 83
},
{
"epoch": 0.04924520005862524,
"grad_norm": 2.985032320022583,
"learning_rate": 6.701465872208216e-05,
"loss": 6.4281,
"step": 84
},
{
"epoch": 0.04983145244027554,
"grad_norm": 3.1234097480773926,
"learning_rate": 6.623497346023418e-05,
"loss": 6.9645,
"step": 85
},
{
"epoch": 0.05041770482192584,
"grad_norm": 3.1589691638946533,
"learning_rate": 6.545084971874738e-05,
"loss": 6.8246,
"step": 86
},
{
"epoch": 0.05100395720357614,
"grad_norm": 3.082123041152954,
"learning_rate": 6.466250186922325e-05,
"loss": 6.4129,
"step": 87
},
{
"epoch": 0.05159020958522644,
"grad_norm": 3.1589043140411377,
"learning_rate": 6.387014543809223e-05,
"loss": 6.932,
"step": 88
},
{
"epoch": 0.05217646196687674,
"grad_norm": 3.284149169921875,
"learning_rate": 6.307399704769099e-05,
"loss": 6.9355,
"step": 89
},
{
"epoch": 0.05276271434852704,
"grad_norm": 3.1623196601867676,
"learning_rate": 6.227427435703997e-05,
"loss": 7.1432,
"step": 90
},
{
"epoch": 0.05334896673017734,
"grad_norm": 3.01210880279541,
"learning_rate": 6.147119600233758e-05,
"loss": 6.7221,
"step": 91
},
{
"epoch": 0.053935219111827644,
"grad_norm": 3.1389036178588867,
"learning_rate": 6.066498153718735e-05,
"loss": 6.1897,
"step": 92
},
{
"epoch": 0.05452147149347794,
"grad_norm": 3.4790282249450684,
"learning_rate": 5.985585137257401e-05,
"loss": 7.1784,
"step": 93
},
{
"epoch": 0.055107723875128245,
"grad_norm": 3.912142276763916,
"learning_rate": 5.90440267166055e-05,
"loss": 7.0445,
"step": 94
},
{
"epoch": 0.05569397625677854,
"grad_norm": 3.462918281555176,
"learning_rate": 5.8229729514036705e-05,
"loss": 6.9702,
"step": 95
},
{
"epoch": 0.056280228638428846,
"grad_norm": 4.0536627769470215,
"learning_rate": 5.74131823855921e-05,
"loss": 6.9405,
"step": 96
},
{
"epoch": 0.05686648102007914,
"grad_norm": 3.9330832958221436,
"learning_rate": 5.6594608567103456e-05,
"loss": 7.1096,
"step": 97
},
{
"epoch": 0.05745273340172945,
"grad_norm": 4.333833694458008,
"learning_rate": 5.577423184847932e-05,
"loss": 7.2487,
"step": 98
},
{
"epoch": 0.058038985783379744,
"grad_norm": 4.501316070556641,
"learning_rate": 5.495227651252315e-05,
"loss": 7.852,
"step": 99
},
{
"epoch": 0.05862523816503005,
"grad_norm": 4.297638893127441,
"learning_rate": 5.4128967273616625e-05,
"loss": 7.0243,
"step": 100
},
{
"epoch": 0.05862523816503005,
"eval_loss": 1.6908631324768066,
"eval_runtime": 226.9683,
"eval_samples_per_second": 12.658,
"eval_steps_per_second": 3.168,
"step": 100
},
{
"epoch": 0.059211490546680345,
"grad_norm": 10.180007934570312,
"learning_rate": 5.330452921628497e-05,
"loss": 8.4237,
"step": 101
},
{
"epoch": 0.05979774292833065,
"grad_norm": 7.255772590637207,
"learning_rate": 5.247918773366112e-05,
"loss": 7.707,
"step": 102
},
{
"epoch": 0.060383995309980946,
"grad_norm": 2.8105390071868896,
"learning_rate": 5.165316846586541e-05,
"loss": 6.4831,
"step": 103
},
{
"epoch": 0.06097024769163125,
"grad_norm": 2.000762939453125,
"learning_rate": 5.0826697238317935e-05,
"loss": 6.3403,
"step": 104
},
{
"epoch": 0.06155650007328155,
"grad_norm": 1.9792354106903076,
"learning_rate": 5e-05,
"loss": 5.6166,
"step": 105
},
{
"epoch": 0.06214275245493185,
"grad_norm": 2.2282116413116455,
"learning_rate": 4.917330276168208e-05,
"loss": 6.9028,
"step": 106
},
{
"epoch": 0.06272900483658214,
"grad_norm": 2.1197075843811035,
"learning_rate": 4.834683153413459e-05,
"loss": 5.7175,
"step": 107
},
{
"epoch": 0.06331525721823245,
"grad_norm": 2.1858396530151367,
"learning_rate": 4.7520812266338885e-05,
"loss": 5.9439,
"step": 108
},
{
"epoch": 0.06390150959988275,
"grad_norm": 2.093513011932373,
"learning_rate": 4.669547078371504e-05,
"loss": 5.7939,
"step": 109
},
{
"epoch": 0.06448776198153305,
"grad_norm": 2.5304839611053467,
"learning_rate": 4.5871032726383386e-05,
"loss": 6.4176,
"step": 110
},
{
"epoch": 0.06507401436318334,
"grad_norm": 2.635596513748169,
"learning_rate": 4.504772348747687e-05,
"loss": 6.478,
"step": 111
},
{
"epoch": 0.06566026674483365,
"grad_norm": 2.2483584880828857,
"learning_rate": 4.4225768151520694e-05,
"loss": 6.2564,
"step": 112
},
{
"epoch": 0.06624651912648395,
"grad_norm": 2.1168601512908936,
"learning_rate": 4.3405391432896555e-05,
"loss": 6.0574,
"step": 113
},
{
"epoch": 0.06683277150813426,
"grad_norm": 2.2489209175109863,
"learning_rate": 4.2586817614407895e-05,
"loss": 6.5691,
"step": 114
},
{
"epoch": 0.06741902388978455,
"grad_norm": 2.27750563621521,
"learning_rate": 4.17702704859633e-05,
"loss": 6.1844,
"step": 115
},
{
"epoch": 0.06800527627143485,
"grad_norm": 2.2860987186431885,
"learning_rate": 4.095597328339452e-05,
"loss": 6.1519,
"step": 116
},
{
"epoch": 0.06859152865308515,
"grad_norm": 2.290987968444824,
"learning_rate": 4.0144148627425993e-05,
"loss": 6.5961,
"step": 117
},
{
"epoch": 0.06917778103473546,
"grad_norm": 2.3825812339782715,
"learning_rate": 3.933501846281267e-05,
"loss": 6.2614,
"step": 118
},
{
"epoch": 0.06976403341638575,
"grad_norm": 2.404409408569336,
"learning_rate": 3.852880399766243e-05,
"loss": 6.8128,
"step": 119
},
{
"epoch": 0.07035028579803605,
"grad_norm": 2.317049503326416,
"learning_rate": 3.772572564296005e-05,
"loss": 6.3945,
"step": 120
},
{
"epoch": 0.07093653817968636,
"grad_norm": 2.479034900665283,
"learning_rate": 3.6926002952309016e-05,
"loss": 6.4291,
"step": 121
},
{
"epoch": 0.07152279056133666,
"grad_norm": 2.488262414932251,
"learning_rate": 3.612985456190778e-05,
"loss": 6.6535,
"step": 122
},
{
"epoch": 0.07210904294298695,
"grad_norm": 2.7070815563201904,
"learning_rate": 3.533749813077677e-05,
"loss": 6.4235,
"step": 123
},
{
"epoch": 0.07269529532463725,
"grad_norm": 2.623577833175659,
"learning_rate": 3.4549150281252636e-05,
"loss": 6.815,
"step": 124
},
{
"epoch": 0.07328154770628756,
"grad_norm": 2.7124648094177246,
"learning_rate": 3.3765026539765834e-05,
"loss": 6.3577,
"step": 125
},
{
"epoch": 0.07386780008793786,
"grad_norm": 2.5578460693359375,
"learning_rate": 3.298534127791785e-05,
"loss": 6.6705,
"step": 126
},
{
"epoch": 0.07445405246958815,
"grad_norm": 2.7071213722229004,
"learning_rate": 3.221030765387417e-05,
"loss": 6.3228,
"step": 127
},
{
"epoch": 0.07504030485123846,
"grad_norm": 2.724385976791382,
"learning_rate": 3.144013755408895e-05,
"loss": 6.1514,
"step": 128
},
{
"epoch": 0.07562655723288876,
"grad_norm": 2.6133148670196533,
"learning_rate": 3.0675041535377405e-05,
"loss": 6.0927,
"step": 129
},
{
"epoch": 0.07621280961453906,
"grad_norm": 2.5122416019439697,
"learning_rate": 2.991522876735154e-05,
"loss": 5.5315,
"step": 130
},
{
"epoch": 0.07679906199618936,
"grad_norm": 3.1386067867279053,
"learning_rate": 2.916090697523549e-05,
"loss": 6.3387,
"step": 131
},
{
"epoch": 0.07738531437783966,
"grad_norm": 2.9565436840057373,
"learning_rate": 2.8412282383075363e-05,
"loss": 6.5669,
"step": 132
},
{
"epoch": 0.07797156675948996,
"grad_norm": 3.0717828273773193,
"learning_rate": 2.766955965735968e-05,
"loss": 6.9754,
"step": 133
},
{
"epoch": 0.07855781914114027,
"grad_norm": 2.854853630065918,
"learning_rate": 2.693294185106562e-05,
"loss": 6.9432,
"step": 134
},
{
"epoch": 0.07914407152279056,
"grad_norm": 2.7369515895843506,
"learning_rate": 2.6202630348146324e-05,
"loss": 5.9499,
"step": 135
},
{
"epoch": 0.07973032390444086,
"grad_norm": 2.9582712650299072,
"learning_rate": 2.547882480847461e-05,
"loss": 6.0952,
"step": 136
},
{
"epoch": 0.08031657628609117,
"grad_norm": 3.1780998706817627,
"learning_rate": 2.476172311325783e-05,
"loss": 6.8335,
"step": 137
},
{
"epoch": 0.08090282866774147,
"grad_norm": 3.0727474689483643,
"learning_rate": 2.405152131093926e-05,
"loss": 6.2819,
"step": 138
},
{
"epoch": 0.08148908104939176,
"grad_norm": 3.8813369274139404,
"learning_rate": 2.3348413563600325e-05,
"loss": 6.7358,
"step": 139
},
{
"epoch": 0.08207533343104206,
"grad_norm": 3.075451612472534,
"learning_rate": 2.2652592093878666e-05,
"loss": 6.041,
"step": 140
},
{
"epoch": 0.08266158581269237,
"grad_norm": 3.4926958084106445,
"learning_rate": 2.196424713241637e-05,
"loss": 6.8879,
"step": 141
},
{
"epoch": 0.08324783819434266,
"grad_norm": 3.591356039047241,
"learning_rate": 2.128356686585282e-05,
"loss": 6.7446,
"step": 142
},
{
"epoch": 0.08383409057599296,
"grad_norm": 3.528189182281494,
"learning_rate": 2.061073738537635e-05,
"loss": 6.9325,
"step": 143
},
{
"epoch": 0.08442034295764327,
"grad_norm": 3.581657886505127,
"learning_rate": 1.9945942635848748e-05,
"loss": 6.967,
"step": 144
},
{
"epoch": 0.08500659533929357,
"grad_norm": 3.52889347076416,
"learning_rate": 1.928936436551661e-05,
"loss": 6.8557,
"step": 145
},
{
"epoch": 0.08559284772094386,
"grad_norm": 3.518007755279541,
"learning_rate": 1.8641182076323148e-05,
"loss": 7.0728,
"step": 146
},
{
"epoch": 0.08617910010259416,
"grad_norm": 3.710296869277954,
"learning_rate": 1.800157297483417e-05,
"loss": 7.4821,
"step": 147
},
{
"epoch": 0.08676535248424447,
"grad_norm": 3.8919053077697754,
"learning_rate": 1.7370711923791567e-05,
"loss": 7.2119,
"step": 148
},
{
"epoch": 0.08735160486589477,
"grad_norm": 3.9789481163024902,
"learning_rate": 1.6748771394307585e-05,
"loss": 7.3836,
"step": 149
},
{
"epoch": 0.08793785724754506,
"grad_norm": 4.608246803283691,
"learning_rate": 1.6135921418712956e-05,
"loss": 8.3462,
"step": 150
},
{
"epoch": 0.08793785724754506,
"eval_loss": 1.631693720817566,
"eval_runtime": 227.0982,
"eval_samples_per_second": 12.651,
"eval_steps_per_second": 3.166,
"step": 150
},
{
"epoch": 0.08852410962919537,
"grad_norm": 4.644277572631836,
"learning_rate": 1.553232954407171e-05,
"loss": 8.4804,
"step": 151
},
{
"epoch": 0.08911036201084567,
"grad_norm": 4.785318851470947,
"learning_rate": 1.4938160786375572e-05,
"loss": 7.111,
"step": 152
},
{
"epoch": 0.08969661439249597,
"grad_norm": 4.977895259857178,
"learning_rate": 1.435357758543015e-05,
"loss": 6.9439,
"step": 153
},
{
"epoch": 0.09028286677414626,
"grad_norm": 3.7211222648620605,
"learning_rate": 1.3778739760445552e-05,
"loss": 6.414,
"step": 154
},
{
"epoch": 0.09086911915579657,
"grad_norm": 2.7649683952331543,
"learning_rate": 1.3213804466343421e-05,
"loss": 6.0524,
"step": 155
},
{
"epoch": 0.09145537153744687,
"grad_norm": 2.1293816566467285,
"learning_rate": 1.2658926150792322e-05,
"loss": 5.562,
"step": 156
},
{
"epoch": 0.09204162391909718,
"grad_norm": 2.197725772857666,
"learning_rate": 1.2114256511983274e-05,
"loss": 6.7056,
"step": 157
},
{
"epoch": 0.09262787630074747,
"grad_norm": 2.0989270210266113,
"learning_rate": 1.157994445715706e-05,
"loss": 5.9067,
"step": 158
},
{
"epoch": 0.09321412868239777,
"grad_norm": 2.1401162147521973,
"learning_rate": 1.1056136061894384e-05,
"loss": 5.0098,
"step": 159
},
{
"epoch": 0.09380038106404807,
"grad_norm": 2.345038414001465,
"learning_rate": 1.0542974530180327e-05,
"loss": 5.6253,
"step": 160
},
{
"epoch": 0.09438663344569838,
"grad_norm": 2.064814567565918,
"learning_rate": 1.0040600155253765e-05,
"loss": 5.4931,
"step": 161
},
{
"epoch": 0.09497288582734867,
"grad_norm": 2.0150678157806396,
"learning_rate": 9.549150281252633e-06,
"loss": 5.7947,
"step": 162
},
{
"epoch": 0.09555913820899897,
"grad_norm": 2.36637282371521,
"learning_rate": 9.068759265665384e-06,
"loss": 6.0822,
"step": 163
},
{
"epoch": 0.09614539059064928,
"grad_norm": 2.2767763137817383,
"learning_rate": 8.599558442598998e-06,
"loss": 6.5392,
"step": 164
},
{
"epoch": 0.09673164297229958,
"grad_norm": 2.239847421646118,
"learning_rate": 8.141676086873572e-06,
"loss": 6.1831,
"step": 165
},
{
"epoch": 0.09731789535394987,
"grad_norm": 2.3377020359039307,
"learning_rate": 7.695237378953223e-06,
"loss": 6.2192,
"step": 166
},
{
"epoch": 0.09790414773560017,
"grad_norm": 2.487506628036499,
"learning_rate": 7.260364370723044e-06,
"loss": 5.9929,
"step": 167
},
{
"epoch": 0.09849040011725048,
"grad_norm": 2.350316286087036,
"learning_rate": 6.837175952121306e-06,
"loss": 6.0822,
"step": 168
},
{
"epoch": 0.09907665249890078,
"grad_norm": 2.542607069015503,
"learning_rate": 6.425787818636131e-06,
"loss": 6.0007,
"step": 169
},
{
"epoch": 0.09966290488055107,
"grad_norm": 2.3959882259368896,
"learning_rate": 6.026312439675552e-06,
"loss": 6.0989,
"step": 170
},
{
"epoch": 0.10024915726220138,
"grad_norm": 2.9211270809173584,
"learning_rate": 5.6388590278194096e-06,
"loss": 6.1464,
"step": 171
},
{
"epoch": 0.10083540964385168,
"grad_norm": 2.5673844814300537,
"learning_rate": 5.263533508961827e-06,
"loss": 6.3327,
"step": 172
},
{
"epoch": 0.10142166202550199,
"grad_norm": 2.360288619995117,
"learning_rate": 4.900438493352055e-06,
"loss": 5.8837,
"step": 173
},
{
"epoch": 0.10200791440715228,
"grad_norm": 2.5725009441375732,
"learning_rate": 4.549673247541875e-06,
"loss": 6.207,
"step": 174
},
{
"epoch": 0.10259416678880258,
"grad_norm": 2.560316801071167,
"learning_rate": 4.2113336672471245e-06,
"loss": 6.0591,
"step": 175
},
{
"epoch": 0.10318041917045288,
"grad_norm": 2.5278682708740234,
"learning_rate": 3.885512251130763e-06,
"loss": 6.532,
"step": 176
},
{
"epoch": 0.10376667155210317,
"grad_norm": 2.692450761795044,
"learning_rate": 3.5722980755146517e-06,
"loss": 6.6783,
"step": 177
},
{
"epoch": 0.10435292393375348,
"grad_norm": 2.8818061351776123,
"learning_rate": 3.271776770026963e-06,
"loss": 7.0181,
"step": 178
},
{
"epoch": 0.10493917631540378,
"grad_norm": 2.8357906341552734,
"learning_rate": 2.9840304941919415e-06,
"loss": 7.0833,
"step": 179
},
{
"epoch": 0.10552542869705409,
"grad_norm": 2.8222532272338867,
"learning_rate": 2.7091379149682685e-06,
"loss": 6.5395,
"step": 180
},
{
"epoch": 0.10611168107870438,
"grad_norm": 2.79948353767395,
"learning_rate": 2.4471741852423237e-06,
"loss": 6.7513,
"step": 181
},
{
"epoch": 0.10669793346035468,
"grad_norm": 2.742783546447754,
"learning_rate": 2.1982109232821178e-06,
"loss": 6.7368,
"step": 182
},
{
"epoch": 0.10728418584200498,
"grad_norm": 2.8662562370300293,
"learning_rate": 1.962316193157593e-06,
"loss": 6.0122,
"step": 183
},
{
"epoch": 0.10787043822365529,
"grad_norm": 2.9705612659454346,
"learning_rate": 1.7395544861325718e-06,
"loss": 6.7583,
"step": 184
},
{
"epoch": 0.10845669060530558,
"grad_norm": 2.8730576038360596,
"learning_rate": 1.5299867030334814e-06,
"loss": 6.0586,
"step": 185
},
{
"epoch": 0.10904294298695588,
"grad_norm": 3.270841121673584,
"learning_rate": 1.333670137599713e-06,
"loss": 6.9656,
"step": 186
},
{
"epoch": 0.10962919536860619,
"grad_norm": 3.0216994285583496,
"learning_rate": 1.1506584608200367e-06,
"loss": 6.4309,
"step": 187
},
{
"epoch": 0.11021544775025649,
"grad_norm": 3.350586414337158,
"learning_rate": 9.810017062595322e-07,
"loss": 7.2117,
"step": 188
},
{
"epoch": 0.11080170013190678,
"grad_norm": 3.269277811050415,
"learning_rate": 8.247462563808817e-07,
"loss": 7.1121,
"step": 189
},
{
"epoch": 0.11138795251355708,
"grad_norm": 3.1367297172546387,
"learning_rate": 6.819348298638839e-07,
"loss": 6.5725,
"step": 190
},
{
"epoch": 0.11197420489520739,
"grad_norm": 3.2576162815093994,
"learning_rate": 5.526064699265753e-07,
"loss": 6.8892,
"step": 191
},
{
"epoch": 0.11256045727685769,
"grad_norm": 3.5447022914886475,
"learning_rate": 4.367965336512403e-07,
"loss": 7.2643,
"step": 192
},
{
"epoch": 0.11314670965850798,
"grad_norm": 3.4383511543273926,
"learning_rate": 3.3453668231809286e-07,
"loss": 6.7315,
"step": 193
},
{
"epoch": 0.11373296204015829,
"grad_norm": 3.5435619354248047,
"learning_rate": 2.458548727494292e-07,
"loss": 6.8162,
"step": 194
},
{
"epoch": 0.11431921442180859,
"grad_norm": 3.544842004776001,
"learning_rate": 1.7077534966650766e-07,
"loss": 6.9079,
"step": 195
},
{
"epoch": 0.1149054668034589,
"grad_norm": 3.6281445026397705,
"learning_rate": 1.0931863906127327e-07,
"loss": 6.7825,
"step": 196
},
{
"epoch": 0.11549171918510918,
"grad_norm": 3.8765647411346436,
"learning_rate": 6.150154258476315e-08,
"loss": 7.7639,
"step": 197
},
{
"epoch": 0.11607797156675949,
"grad_norm": 3.739752769470215,
"learning_rate": 2.7337132953697554e-08,
"loss": 6.9701,
"step": 198
},
{
"epoch": 0.11666422394840979,
"grad_norm": 5.229872226715088,
"learning_rate": 6.834750376549792e-09,
"loss": 7.4868,
"step": 199
},
{
"epoch": 0.1172504763300601,
"grad_norm": 4.8796491622924805,
"learning_rate": 0.0,
"loss": 7.6656,
"step": 200
},
{
"epoch": 0.1172504763300601,
"eval_loss": 1.6063930988311768,
"eval_runtime": 227.0847,
"eval_samples_per_second": 12.652,
"eval_steps_per_second": 3.166,
"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": 2.966802063603794e+17,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}