GaetanMichelet's picture
Model save
d01cc71 verified
raw
history blame
21.3 kB
{
"best_metric": 0.3313491940498352,
"best_model_checkpoint": "data/Llama-31-8B_task-3_180-samples_config-1_auto/checkpoint-85",
"epoch": 12.0,
"eval_steps": 500,
"global_step": 204,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.058823529411764705,
"grad_norm": 2.790146827697754,
"learning_rate": 1.1764705882352942e-06,
"loss": 2.4521,
"step": 1
},
{
"epoch": 0.11764705882352941,
"grad_norm": 1.3707395792007446,
"learning_rate": 2.3529411764705885e-06,
"loss": 1.7077,
"step": 2
},
{
"epoch": 0.23529411764705882,
"grad_norm": 2.8815231323242188,
"learning_rate": 4.705882352941177e-06,
"loss": 2.6331,
"step": 4
},
{
"epoch": 0.35294117647058826,
"grad_norm": 1.3376513719558716,
"learning_rate": 7.058823529411765e-06,
"loss": 2.3661,
"step": 6
},
{
"epoch": 0.47058823529411764,
"grad_norm": 2.828890323638916,
"learning_rate": 9.411764705882354e-06,
"loss": 2.1508,
"step": 8
},
{
"epoch": 0.5882352941176471,
"grad_norm": 2.8286173343658447,
"learning_rate": 1.1764705882352942e-05,
"loss": 2.2319,
"step": 10
},
{
"epoch": 0.7058823529411765,
"grad_norm": 2.2810916900634766,
"learning_rate": 1.411764705882353e-05,
"loss": 1.808,
"step": 12
},
{
"epoch": 0.8235294117647058,
"grad_norm": 3.351749897003174,
"learning_rate": 1.647058823529412e-05,
"loss": 2.1354,
"step": 14
},
{
"epoch": 0.9411764705882353,
"grad_norm": 1.3132500648498535,
"learning_rate": 1.8823529411764708e-05,
"loss": 1.7081,
"step": 16
},
{
"epoch": 1.0,
"eval_loss": 1.5541911125183105,
"eval_runtime": 32.0115,
"eval_samples_per_second": 1.125,
"eval_steps_per_second": 1.125,
"step": 17
},
{
"epoch": 1.0588235294117647,
"grad_norm": 0.9471787810325623,
"learning_rate": 2.1176470588235296e-05,
"loss": 1.4844,
"step": 18
},
{
"epoch": 1.1764705882352942,
"grad_norm": 2.1010115146636963,
"learning_rate": 2.3529411764705884e-05,
"loss": 1.4457,
"step": 20
},
{
"epoch": 1.2941176470588236,
"grad_norm": 1.4327553510665894,
"learning_rate": 2.5882352941176475e-05,
"loss": 1.1948,
"step": 22
},
{
"epoch": 1.4117647058823528,
"grad_norm": 1.9643908739089966,
"learning_rate": 2.823529411764706e-05,
"loss": 0.9873,
"step": 24
},
{
"epoch": 1.5294117647058822,
"grad_norm": 1.6198688745498657,
"learning_rate": 3.058823529411765e-05,
"loss": 0.7604,
"step": 26
},
{
"epoch": 1.6470588235294117,
"grad_norm": 1.122072458267212,
"learning_rate": 3.294117647058824e-05,
"loss": 0.6013,
"step": 28
},
{
"epoch": 1.7647058823529411,
"grad_norm": 1.1838219165802002,
"learning_rate": 3.529411764705883e-05,
"loss": 0.7327,
"step": 30
},
{
"epoch": 1.8823529411764706,
"grad_norm": 1.0292763710021973,
"learning_rate": 3.7647058823529415e-05,
"loss": 0.4018,
"step": 32
},
{
"epoch": 2.0,
"grad_norm": 1.8941810131072998,
"learning_rate": 4e-05,
"loss": 0.509,
"step": 34
},
{
"epoch": 2.0,
"eval_loss": 0.47733280062675476,
"eval_runtime": 32.0078,
"eval_samples_per_second": 1.125,
"eval_steps_per_second": 1.125,
"step": 34
},
{
"epoch": 2.1176470588235294,
"grad_norm": 0.6447968482971191,
"learning_rate": 4.235294117647059e-05,
"loss": 0.4526,
"step": 36
},
{
"epoch": 2.235294117647059,
"grad_norm": 0.7567365169525146,
"learning_rate": 4.470588235294118e-05,
"loss": 0.4536,
"step": 38
},
{
"epoch": 2.3529411764705883,
"grad_norm": 0.8407445549964905,
"learning_rate": 4.705882352941177e-05,
"loss": 0.4453,
"step": 40
},
{
"epoch": 2.4705882352941178,
"grad_norm": 0.3435295522212982,
"learning_rate": 4.9411764705882355e-05,
"loss": 0.325,
"step": 42
},
{
"epoch": 2.588235294117647,
"grad_norm": 0.3069871664047241,
"learning_rate": 5.176470588235295e-05,
"loss": 0.3309,
"step": 44
},
{
"epoch": 2.7058823529411766,
"grad_norm": 0.37769752740859985,
"learning_rate": 5.411764705882353e-05,
"loss": 0.3642,
"step": 46
},
{
"epoch": 2.8235294117647056,
"grad_norm": 0.37647154927253723,
"learning_rate": 5.647058823529412e-05,
"loss": 0.3983,
"step": 48
},
{
"epoch": 2.9411764705882355,
"grad_norm": 0.4306583106517792,
"learning_rate": 5.882352941176471e-05,
"loss": 0.3144,
"step": 50
},
{
"epoch": 3.0,
"eval_loss": 0.3655799627304077,
"eval_runtime": 32.007,
"eval_samples_per_second": 1.125,
"eval_steps_per_second": 1.125,
"step": 51
},
{
"epoch": 3.0588235294117645,
"grad_norm": 0.3212827742099762,
"learning_rate": 6.11764705882353e-05,
"loss": 0.2755,
"step": 52
},
{
"epoch": 3.176470588235294,
"grad_norm": 1.307051658630371,
"learning_rate": 6.352941176470588e-05,
"loss": 0.448,
"step": 54
},
{
"epoch": 3.2941176470588234,
"grad_norm": 0.37125203013420105,
"learning_rate": 6.588235294117648e-05,
"loss": 0.312,
"step": 56
},
{
"epoch": 3.411764705882353,
"grad_norm": 0.23212695121765137,
"learning_rate": 6.823529411764707e-05,
"loss": 0.4181,
"step": 58
},
{
"epoch": 3.5294117647058822,
"grad_norm": 5.962123870849609,
"learning_rate": 7.058823529411765e-05,
"loss": 0.258,
"step": 60
},
{
"epoch": 3.6470588235294117,
"grad_norm": 0.6083526611328125,
"learning_rate": 7.294117647058823e-05,
"loss": 0.2953,
"step": 62
},
{
"epoch": 3.764705882352941,
"grad_norm": 0.3373955190181732,
"learning_rate": 7.529411764705883e-05,
"loss": 0.4026,
"step": 64
},
{
"epoch": 3.8823529411764706,
"grad_norm": 0.45089852809906006,
"learning_rate": 7.764705882352942e-05,
"loss": 0.2389,
"step": 66
},
{
"epoch": 4.0,
"grad_norm": 0.4510911703109741,
"learning_rate": 8e-05,
"loss": 0.2899,
"step": 68
},
{
"epoch": 4.0,
"eval_loss": 0.34543025493621826,
"eval_runtime": 32.0083,
"eval_samples_per_second": 1.125,
"eval_steps_per_second": 1.125,
"step": 68
},
{
"epoch": 4.117647058823529,
"grad_norm": 0.642993688583374,
"learning_rate": 8.23529411764706e-05,
"loss": 0.265,
"step": 70
},
{
"epoch": 4.235294117647059,
"grad_norm": 0.37745243310928345,
"learning_rate": 8.470588235294118e-05,
"loss": 0.2576,
"step": 72
},
{
"epoch": 4.352941176470588,
"grad_norm": 0.4048821032047272,
"learning_rate": 8.705882352941177e-05,
"loss": 0.3338,
"step": 74
},
{
"epoch": 4.470588235294118,
"grad_norm": 0.40954768657684326,
"learning_rate": 8.941176470588236e-05,
"loss": 0.3065,
"step": 76
},
{
"epoch": 4.588235294117647,
"grad_norm": 0.30904123187065125,
"learning_rate": 9.176470588235295e-05,
"loss": 0.3121,
"step": 78
},
{
"epoch": 4.705882352941177,
"grad_norm": 1.0630900859832764,
"learning_rate": 9.411764705882353e-05,
"loss": 0.2534,
"step": 80
},
{
"epoch": 4.823529411764706,
"grad_norm": 0.4571320712566376,
"learning_rate": 9.647058823529412e-05,
"loss": 0.3327,
"step": 82
},
{
"epoch": 4.9411764705882355,
"grad_norm": 0.42991459369659424,
"learning_rate": 9.882352941176471e-05,
"loss": 0.2162,
"step": 84
},
{
"epoch": 5.0,
"eval_loss": 0.3313491940498352,
"eval_runtime": 32.0012,
"eval_samples_per_second": 1.125,
"eval_steps_per_second": 1.125,
"step": 85
},
{
"epoch": 5.0588235294117645,
"grad_norm": 0.4001903831958771,
"learning_rate": 9.99995783847866e-05,
"loss": 0.2581,
"step": 86
},
{
"epoch": 5.176470588235294,
"grad_norm": 0.4010772705078125,
"learning_rate": 9.999620550574153e-05,
"loss": 0.2951,
"step": 88
},
{
"epoch": 5.294117647058823,
"grad_norm": 1.2183829545974731,
"learning_rate": 9.998945997517956e-05,
"loss": 0.2299,
"step": 90
},
{
"epoch": 5.411764705882353,
"grad_norm": 0.0022620977833867073,
"learning_rate": 9.997934224814173e-05,
"loss": 0.0719,
"step": 92
},
{
"epoch": 5.529411764705882,
"grad_norm": 0.49284520745277405,
"learning_rate": 9.996585300715116e-05,
"loss": 0.2196,
"step": 94
},
{
"epoch": 5.647058823529412,
"grad_norm": 0.47940441966056824,
"learning_rate": 9.994899316216708e-05,
"loss": 0.2111,
"step": 96
},
{
"epoch": 5.764705882352941,
"grad_norm": 0.5573323965072632,
"learning_rate": 9.992876385052345e-05,
"loss": 0.2654,
"step": 98
},
{
"epoch": 5.882352941176471,
"grad_norm": 0.4234023094177246,
"learning_rate": 9.990516643685222e-05,
"loss": 0.2256,
"step": 100
},
{
"epoch": 6.0,
"grad_norm": 0.678525984287262,
"learning_rate": 9.987820251299122e-05,
"loss": 0.3465,
"step": 102
},
{
"epoch": 6.0,
"eval_loss": 0.33739909529685974,
"eval_runtime": 32.0036,
"eval_samples_per_second": 1.125,
"eval_steps_per_second": 1.125,
"step": 102
},
{
"epoch": 6.117647058823529,
"grad_norm": 0.4869462251663208,
"learning_rate": 9.984787389787688e-05,
"loss": 0.1337,
"step": 104
},
{
"epoch": 6.235294117647059,
"grad_norm": 0.45321589708328247,
"learning_rate": 9.981418263742148e-05,
"loss": 0.2013,
"step": 106
},
{
"epoch": 6.352941176470588,
"grad_norm": 0.3684188425540924,
"learning_rate": 9.977713100437509e-05,
"loss": 0.2076,
"step": 108
},
{
"epoch": 6.470588235294118,
"grad_norm": 0.41488441824913025,
"learning_rate": 9.973672149817232e-05,
"loss": 0.1307,
"step": 110
},
{
"epoch": 6.588235294117647,
"grad_norm": 0.5205825567245483,
"learning_rate": 9.96929568447637e-05,
"loss": 0.1358,
"step": 112
},
{
"epoch": 6.705882352941177,
"grad_norm": 0.5574342608451843,
"learning_rate": 9.964583999643174e-05,
"loss": 0.1133,
"step": 114
},
{
"epoch": 6.823529411764706,
"grad_norm": 0.8607386350631714,
"learning_rate": 9.95953741315919e-05,
"loss": 0.2207,
"step": 116
},
{
"epoch": 6.9411764705882355,
"grad_norm": 0.7382214069366455,
"learning_rate": 9.954156265457801e-05,
"loss": 0.2498,
"step": 118
},
{
"epoch": 7.0,
"eval_loss": 0.35563692450523376,
"eval_runtime": 31.9979,
"eval_samples_per_second": 1.125,
"eval_steps_per_second": 1.125,
"step": 119
},
{
"epoch": 7.0588235294117645,
"grad_norm": 0.5253345966339111,
"learning_rate": 9.948440919541278e-05,
"loss": 0.2012,
"step": 120
},
{
"epoch": 7.176470588235294,
"grad_norm": 0.616706371307373,
"learning_rate": 9.942391760956277e-05,
"loss": 0.1718,
"step": 122
},
{
"epoch": 7.294117647058823,
"grad_norm": 0.5785579681396484,
"learning_rate": 9.936009197767845e-05,
"loss": 0.1278,
"step": 124
},
{
"epoch": 7.411764705882353,
"grad_norm": 0.8303074240684509,
"learning_rate": 9.929293660531888e-05,
"loss": 0.1065,
"step": 126
},
{
"epoch": 7.529411764705882,
"grad_norm": 0.8201299905776978,
"learning_rate": 9.922245602266118e-05,
"loss": 0.1027,
"step": 128
},
{
"epoch": 7.647058823529412,
"grad_norm": 0.5928418040275574,
"learning_rate": 9.91486549841951e-05,
"loss": 0.091,
"step": 130
},
{
"epoch": 7.764705882352941,
"grad_norm": 3.87727952003479,
"learning_rate": 9.90715384684021e-05,
"loss": 0.1228,
"step": 132
},
{
"epoch": 7.882352941176471,
"grad_norm": 0.5786693692207336,
"learning_rate": 9.899111167741966e-05,
"loss": 0.1583,
"step": 134
},
{
"epoch": 8.0,
"grad_norm": 0.5984454154968262,
"learning_rate": 9.890738003669029e-05,
"loss": 0.1023,
"step": 136
},
{
"epoch": 8.0,
"eval_loss": 0.41042014956474304,
"eval_runtime": 32.0113,
"eval_samples_per_second": 1.125,
"eval_steps_per_second": 1.125,
"step": 136
},
{
"epoch": 8.117647058823529,
"grad_norm": 0.5814339518547058,
"learning_rate": 9.882034919459555e-05,
"loss": 0.0595,
"step": 138
},
{
"epoch": 8.235294117647058,
"grad_norm": 0.7130110263824463,
"learning_rate": 9.873002502207503e-05,
"loss": 0.0864,
"step": 140
},
{
"epoch": 8.352941176470589,
"grad_norm": 0.7068061232566833,
"learning_rate": 9.863641361223024e-05,
"loss": 0.0951,
"step": 142
},
{
"epoch": 8.470588235294118,
"grad_norm": 0.0006599414627999067,
"learning_rate": 9.853952127991372e-05,
"loss": 0.0686,
"step": 144
},
{
"epoch": 8.588235294117647,
"grad_norm": 0.8574017882347107,
"learning_rate": 9.843935456130295e-05,
"loss": 0.0731,
"step": 146
},
{
"epoch": 8.705882352941176,
"grad_norm": 0.38401010632514954,
"learning_rate": 9.833592021345937e-05,
"loss": 0.0227,
"step": 148
},
{
"epoch": 8.823529411764707,
"grad_norm": 0.6860135793685913,
"learning_rate": 9.822922521387276e-05,
"loss": 0.0732,
"step": 150
},
{
"epoch": 8.941176470588236,
"grad_norm": 1.105839490890503,
"learning_rate": 9.811927675999036e-05,
"loss": 0.0862,
"step": 152
},
{
"epoch": 9.0,
"eval_loss": 0.4675668179988861,
"eval_runtime": 32.0127,
"eval_samples_per_second": 1.125,
"eval_steps_per_second": 1.125,
"step": 153
},
{
"epoch": 9.058823529411764,
"grad_norm": 0.5514603853225708,
"learning_rate": 9.800608226873142e-05,
"loss": 0.0442,
"step": 154
},
{
"epoch": 9.176470588235293,
"grad_norm": 0.3878594636917114,
"learning_rate": 9.788964937598689e-05,
"loss": 0.0347,
"step": 156
},
{
"epoch": 9.294117647058824,
"grad_norm": 0.5091602802276611,
"learning_rate": 9.776998593610428e-05,
"loss": 0.0354,
"step": 158
},
{
"epoch": 9.411764705882353,
"grad_norm": 0.5891442894935608,
"learning_rate": 9.764710002135784e-05,
"loss": 0.0444,
"step": 160
},
{
"epoch": 9.529411764705882,
"grad_norm": 0.6681481003761292,
"learning_rate": 9.752099992140399e-05,
"loss": 0.0281,
"step": 162
},
{
"epoch": 9.647058823529411,
"grad_norm": 0.5979675650596619,
"learning_rate": 9.739169414272217e-05,
"loss": 0.0385,
"step": 164
},
{
"epoch": 9.764705882352942,
"grad_norm": 0.8215705156326294,
"learning_rate": 9.725919140804099e-05,
"loss": 0.0464,
"step": 166
},
{
"epoch": 9.882352941176471,
"grad_norm": 0.4677208364009857,
"learning_rate": 9.71235006557497e-05,
"loss": 0.0284,
"step": 168
},
{
"epoch": 10.0,
"grad_norm": 0.5602480173110962,
"learning_rate": 9.698463103929542e-05,
"loss": 0.0549,
"step": 170
},
{
"epoch": 10.0,
"eval_loss": 0.49783653020858765,
"eval_runtime": 32.0118,
"eval_samples_per_second": 1.125,
"eval_steps_per_second": 1.125,
"step": 170
},
{
"epoch": 10.117647058823529,
"grad_norm": 0.38908106088638306,
"learning_rate": 9.684259192656553e-05,
"loss": 0.0192,
"step": 172
},
{
"epoch": 10.235294117647058,
"grad_norm": 0.6568523049354553,
"learning_rate": 9.669739289925577e-05,
"loss": 0.0176,
"step": 174
},
{
"epoch": 10.352941176470589,
"grad_norm": 0.6142391562461853,
"learning_rate": 9.654904375222385e-05,
"loss": 0.0137,
"step": 176
},
{
"epoch": 10.470588235294118,
"grad_norm": 0.6784031391143799,
"learning_rate": 9.639755449282875e-05,
"loss": 0.0305,
"step": 178
},
{
"epoch": 10.588235294117647,
"grad_norm": 0.5321065783500671,
"learning_rate": 9.62429353402556e-05,
"loss": 0.0226,
"step": 180
},
{
"epoch": 10.705882352941176,
"grad_norm": 0.5628299117088318,
"learning_rate": 9.608519672482636e-05,
"loss": 0.0551,
"step": 182
},
{
"epoch": 10.823529411764707,
"grad_norm": 0.4615156054496765,
"learning_rate": 9.592434928729616e-05,
"loss": 0.0304,
"step": 184
},
{
"epoch": 10.941176470588236,
"grad_norm": 0.7079306244850159,
"learning_rate": 9.576040387813552e-05,
"loss": 0.032,
"step": 186
},
{
"epoch": 11.0,
"eval_loss": 0.5855510234832764,
"eval_runtime": 32.0018,
"eval_samples_per_second": 1.125,
"eval_steps_per_second": 1.125,
"step": 187
},
{
"epoch": 11.058823529411764,
"grad_norm": 0.2959321439266205,
"learning_rate": 9.559337155679842e-05,
"loss": 0.0096,
"step": 188
},
{
"epoch": 11.176470588235293,
"grad_norm": 0.6475893259048462,
"learning_rate": 9.542326359097619e-05,
"loss": 0.0203,
"step": 190
},
{
"epoch": 11.294117647058824,
"grad_norm": 1.12827730178833,
"learning_rate": 9.525009145583745e-05,
"loss": 0.0221,
"step": 192
},
{
"epoch": 11.411764705882353,
"grad_norm": 0.5682121515274048,
"learning_rate": 9.507386683325404e-05,
"loss": 0.0179,
"step": 194
},
{
"epoch": 11.529411764705882,
"grad_norm": 0.4497404396533966,
"learning_rate": 9.489460161101291e-05,
"loss": 0.0236,
"step": 196
},
{
"epoch": 11.647058823529411,
"grad_norm": 0.08139002323150635,
"learning_rate": 9.471230788201429e-05,
"loss": 0.009,
"step": 198
},
{
"epoch": 11.764705882352942,
"grad_norm": 0.5133498311042786,
"learning_rate": 9.452699794345581e-05,
"loss": 0.0204,
"step": 200
},
{
"epoch": 11.882352941176471,
"grad_norm": 0.38405758142471313,
"learning_rate": 9.43386842960031e-05,
"loss": 0.011,
"step": 202
},
{
"epoch": 12.0,
"grad_norm": 0.24333085119724274,
"learning_rate": 9.414737964294636e-05,
"loss": 0.0072,
"step": 204
},
{
"epoch": 12.0,
"eval_loss": 0.5622949600219727,
"eval_runtime": 32.0008,
"eval_samples_per_second": 1.125,
"eval_steps_per_second": 1.125,
"step": 204
},
{
"epoch": 12.0,
"step": 204,
"total_flos": 1.2893298226941133e+17,
"train_loss": 0.38738249295719845,
"train_runtime": 4719.6721,
"train_samples_per_second": 1.441,
"train_steps_per_second": 0.18
}
],
"logging_steps": 2,
"max_steps": 850,
"num_input_tokens_seen": 0,
"num_train_epochs": 50,
"save_steps": 25,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 7,
"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": 1.2893298226941133e+17,
"train_batch_size": 1,
"trial_name": null,
"trial_params": null
}