GaetanMichelet's picture
Model save
2f122e9 verified
raw
history blame
21.3 kB
{
"best_metric": 0.8535944819450378,
"best_model_checkpoint": "data/Mistral-7B_task-3_180-samples_config-1_full_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": 1.006831169128418,
"learning_rate": 1.1764705882352942e-06,
"loss": 1.2204,
"step": 1
},
{
"epoch": 0.11764705882352941,
"grad_norm": 1.0581775903701782,
"learning_rate": 2.3529411764705885e-06,
"loss": 1.2637,
"step": 2
},
{
"epoch": 0.23529411764705882,
"grad_norm": 1.1468743085861206,
"learning_rate": 4.705882352941177e-06,
"loss": 1.2479,
"step": 4
},
{
"epoch": 0.35294117647058826,
"grad_norm": 1.0014772415161133,
"learning_rate": 7.058823529411765e-06,
"loss": 1.2599,
"step": 6
},
{
"epoch": 0.47058823529411764,
"grad_norm": 0.9159674644470215,
"learning_rate": 9.411764705882354e-06,
"loss": 1.2265,
"step": 8
},
{
"epoch": 0.5882352941176471,
"grad_norm": 0.7531934380531311,
"learning_rate": 1.1764705882352942e-05,
"loss": 1.1748,
"step": 10
},
{
"epoch": 0.7058823529411765,
"grad_norm": 0.715920627117157,
"learning_rate": 1.411764705882353e-05,
"loss": 1.1544,
"step": 12
},
{
"epoch": 0.8235294117647058,
"grad_norm": 0.6371190547943115,
"learning_rate": 1.647058823529412e-05,
"loss": 1.1739,
"step": 14
},
{
"epoch": 0.9411764705882353,
"grad_norm": 0.48628872632980347,
"learning_rate": 1.8823529411764708e-05,
"loss": 1.1289,
"step": 16
},
{
"epoch": 1.0,
"eval_loss": 1.10905122756958,
"eval_runtime": 39.2544,
"eval_samples_per_second": 0.917,
"eval_steps_per_second": 0.917,
"step": 17
},
{
"epoch": 1.0588235294117647,
"grad_norm": 0.42620494961738586,
"learning_rate": 2.1176470588235296e-05,
"loss": 1.1148,
"step": 18
},
{
"epoch": 1.1764705882352942,
"grad_norm": 0.3535543978214264,
"learning_rate": 2.3529411764705884e-05,
"loss": 1.1102,
"step": 20
},
{
"epoch": 1.2941176470588236,
"grad_norm": 0.3400056064128876,
"learning_rate": 2.5882352941176475e-05,
"loss": 1.0581,
"step": 22
},
{
"epoch": 1.4117647058823528,
"grad_norm": 0.35508406162261963,
"learning_rate": 2.823529411764706e-05,
"loss": 1.0388,
"step": 24
},
{
"epoch": 1.5294117647058822,
"grad_norm": 0.30929434299468994,
"learning_rate": 3.058823529411765e-05,
"loss": 1.0202,
"step": 26
},
{
"epoch": 1.6470588235294117,
"grad_norm": 0.36725738644599915,
"learning_rate": 3.294117647058824e-05,
"loss": 1.0127,
"step": 28
},
{
"epoch": 1.7647058823529411,
"grad_norm": 0.5205434560775757,
"learning_rate": 3.529411764705883e-05,
"loss": 0.9881,
"step": 30
},
{
"epoch": 1.8823529411764706,
"grad_norm": 0.4649356007575989,
"learning_rate": 3.7647058823529415e-05,
"loss": 0.96,
"step": 32
},
{
"epoch": 2.0,
"grad_norm": 0.5073856115341187,
"learning_rate": 4e-05,
"loss": 0.9469,
"step": 34
},
{
"epoch": 2.0,
"eval_loss": 0.9380963444709778,
"eval_runtime": 39.2614,
"eval_samples_per_second": 0.917,
"eval_steps_per_second": 0.917,
"step": 34
},
{
"epoch": 2.1176470588235294,
"grad_norm": 0.40834659337997437,
"learning_rate": 4.235294117647059e-05,
"loss": 0.8899,
"step": 36
},
{
"epoch": 2.235294117647059,
"grad_norm": 0.373359352350235,
"learning_rate": 4.470588235294118e-05,
"loss": 0.8759,
"step": 38
},
{
"epoch": 2.3529411764705883,
"grad_norm": 0.3235837519168854,
"learning_rate": 4.705882352941177e-05,
"loss": 0.8659,
"step": 40
},
{
"epoch": 2.4705882352941178,
"grad_norm": 0.28911545872688293,
"learning_rate": 4.9411764705882355e-05,
"loss": 0.8688,
"step": 42
},
{
"epoch": 2.588235294117647,
"grad_norm": 0.31285884976387024,
"learning_rate": 5.176470588235295e-05,
"loss": 0.8292,
"step": 44
},
{
"epoch": 2.7058823529411766,
"grad_norm": 0.38900378346443176,
"learning_rate": 5.411764705882353e-05,
"loss": 0.8591,
"step": 46
},
{
"epoch": 2.8235294117647056,
"grad_norm": 0.2806384861469269,
"learning_rate": 5.647058823529412e-05,
"loss": 0.8531,
"step": 48
},
{
"epoch": 2.9411764705882355,
"grad_norm": 0.2884605824947357,
"learning_rate": 5.882352941176471e-05,
"loss": 0.8431,
"step": 50
},
{
"epoch": 3.0,
"eval_loss": 0.8753496408462524,
"eval_runtime": 39.2618,
"eval_samples_per_second": 0.917,
"eval_steps_per_second": 0.917,
"step": 51
},
{
"epoch": 3.0588235294117645,
"grad_norm": 0.24852576851844788,
"learning_rate": 6.11764705882353e-05,
"loss": 0.8292,
"step": 52
},
{
"epoch": 3.176470588235294,
"grad_norm": 0.30960407853126526,
"learning_rate": 6.352941176470588e-05,
"loss": 0.7893,
"step": 54
},
{
"epoch": 3.2941176470588234,
"grad_norm": 0.27496299147605896,
"learning_rate": 6.588235294117648e-05,
"loss": 0.8491,
"step": 56
},
{
"epoch": 3.411764705882353,
"grad_norm": 0.3357207477092743,
"learning_rate": 6.823529411764707e-05,
"loss": 0.8077,
"step": 58
},
{
"epoch": 3.5294117647058822,
"grad_norm": 0.2762078046798706,
"learning_rate": 7.058823529411765e-05,
"loss": 0.7715,
"step": 60
},
{
"epoch": 3.6470588235294117,
"grad_norm": 0.3182898461818695,
"learning_rate": 7.294117647058823e-05,
"loss": 0.8552,
"step": 62
},
{
"epoch": 3.764705882352941,
"grad_norm": 0.37789037823677063,
"learning_rate": 7.529411764705883e-05,
"loss": 0.7889,
"step": 64
},
{
"epoch": 3.8823529411764706,
"grad_norm": 0.30749833583831787,
"learning_rate": 7.764705882352942e-05,
"loss": 0.779,
"step": 66
},
{
"epoch": 4.0,
"grad_norm": 0.3048383593559265,
"learning_rate": 8e-05,
"loss": 0.777,
"step": 68
},
{
"epoch": 4.0,
"eval_loss": 0.8566266298294067,
"eval_runtime": 39.2693,
"eval_samples_per_second": 0.917,
"eval_steps_per_second": 0.917,
"step": 68
},
{
"epoch": 4.117647058823529,
"grad_norm": 0.265333890914917,
"learning_rate": 8.23529411764706e-05,
"loss": 0.8258,
"step": 70
},
{
"epoch": 4.235294117647059,
"grad_norm": 0.35155731439590454,
"learning_rate": 8.470588235294118e-05,
"loss": 0.7214,
"step": 72
},
{
"epoch": 4.352941176470588,
"grad_norm": 0.33545365929603577,
"learning_rate": 8.705882352941177e-05,
"loss": 0.7831,
"step": 74
},
{
"epoch": 4.470588235294118,
"grad_norm": 0.3298399746417999,
"learning_rate": 8.941176470588236e-05,
"loss": 0.73,
"step": 76
},
{
"epoch": 4.588235294117647,
"grad_norm": 0.37279918789863586,
"learning_rate": 9.176470588235295e-05,
"loss": 0.7484,
"step": 78
},
{
"epoch": 4.705882352941177,
"grad_norm": 0.34875956177711487,
"learning_rate": 9.411764705882353e-05,
"loss": 0.7775,
"step": 80
},
{
"epoch": 4.823529411764706,
"grad_norm": 0.4093116223812103,
"learning_rate": 9.647058823529412e-05,
"loss": 0.7367,
"step": 82
},
{
"epoch": 4.9411764705882355,
"grad_norm": 0.3761855661869049,
"learning_rate": 9.882352941176471e-05,
"loss": 0.7472,
"step": 84
},
{
"epoch": 5.0,
"eval_loss": 0.8535944819450378,
"eval_runtime": 39.246,
"eval_samples_per_second": 0.917,
"eval_steps_per_second": 0.917,
"step": 85
},
{
"epoch": 5.0588235294117645,
"grad_norm": 0.49026307463645935,
"learning_rate": 9.99995783847866e-05,
"loss": 0.6786,
"step": 86
},
{
"epoch": 5.176470588235294,
"grad_norm": 0.4592975080013275,
"learning_rate": 9.999620550574153e-05,
"loss": 0.6761,
"step": 88
},
{
"epoch": 5.294117647058823,
"grad_norm": 0.5038520693778992,
"learning_rate": 9.998945997517956e-05,
"loss": 0.717,
"step": 90
},
{
"epoch": 5.411764705882353,
"grad_norm": 0.5567565560340881,
"learning_rate": 9.997934224814173e-05,
"loss": 0.7264,
"step": 92
},
{
"epoch": 5.529411764705882,
"grad_norm": 0.4944419860839844,
"learning_rate": 9.996585300715116e-05,
"loss": 0.6856,
"step": 94
},
{
"epoch": 5.647058823529412,
"grad_norm": 0.5155047178268433,
"learning_rate": 9.994899316216708e-05,
"loss": 0.6846,
"step": 96
},
{
"epoch": 5.764705882352941,
"grad_norm": 0.540981113910675,
"learning_rate": 9.992876385052345e-05,
"loss": 0.6964,
"step": 98
},
{
"epoch": 5.882352941176471,
"grad_norm": 0.5093909502029419,
"learning_rate": 9.990516643685222e-05,
"loss": 0.7093,
"step": 100
},
{
"epoch": 6.0,
"grad_norm": 0.5550987720489502,
"learning_rate": 9.987820251299122e-05,
"loss": 0.6439,
"step": 102
},
{
"epoch": 6.0,
"eval_loss": 0.8731997013092041,
"eval_runtime": 39.6921,
"eval_samples_per_second": 0.907,
"eval_steps_per_second": 0.907,
"step": 102
},
{
"epoch": 6.117647058823529,
"grad_norm": 0.5347613096237183,
"learning_rate": 9.984787389787688e-05,
"loss": 0.5958,
"step": 104
},
{
"epoch": 6.235294117647059,
"grad_norm": 0.7279263138771057,
"learning_rate": 9.981418263742148e-05,
"loss": 0.5987,
"step": 106
},
{
"epoch": 6.352941176470588,
"grad_norm": 0.7128389477729797,
"learning_rate": 9.977713100437509e-05,
"loss": 0.5529,
"step": 108
},
{
"epoch": 6.470588235294118,
"grad_norm": 0.8643244504928589,
"learning_rate": 9.973672149817232e-05,
"loss": 0.6111,
"step": 110
},
{
"epoch": 6.588235294117647,
"grad_norm": 0.7364321947097778,
"learning_rate": 9.96929568447637e-05,
"loss": 0.5764,
"step": 112
},
{
"epoch": 6.705882352941177,
"grad_norm": 0.6547777056694031,
"learning_rate": 9.964583999643174e-05,
"loss": 0.6471,
"step": 114
},
{
"epoch": 6.823529411764706,
"grad_norm": 0.6347489953041077,
"learning_rate": 9.95953741315919e-05,
"loss": 0.6507,
"step": 116
},
{
"epoch": 6.9411764705882355,
"grad_norm": 0.682847261428833,
"learning_rate": 9.954156265457801e-05,
"loss": 0.6021,
"step": 118
},
{
"epoch": 7.0,
"eval_loss": 0.8924597501754761,
"eval_runtime": 39.6888,
"eval_samples_per_second": 0.907,
"eval_steps_per_second": 0.907,
"step": 119
},
{
"epoch": 7.0588235294117645,
"grad_norm": 0.7113699913024902,
"learning_rate": 9.948440919541278e-05,
"loss": 0.5745,
"step": 120
},
{
"epoch": 7.176470588235294,
"grad_norm": 1.007275104522705,
"learning_rate": 9.942391760956277e-05,
"loss": 0.5183,
"step": 122
},
{
"epoch": 7.294117647058823,
"grad_norm": 0.891048789024353,
"learning_rate": 9.936009197767845e-05,
"loss": 0.5167,
"step": 124
},
{
"epoch": 7.411764705882353,
"grad_norm": 0.8606879115104675,
"learning_rate": 9.929293660531888e-05,
"loss": 0.4857,
"step": 126
},
{
"epoch": 7.529411764705882,
"grad_norm": 0.8929439187049866,
"learning_rate": 9.922245602266118e-05,
"loss": 0.4976,
"step": 128
},
{
"epoch": 7.647058823529412,
"grad_norm": 1.078784704208374,
"learning_rate": 9.91486549841951e-05,
"loss": 0.5303,
"step": 130
},
{
"epoch": 7.764705882352941,
"grad_norm": 1.2825535535812378,
"learning_rate": 9.90715384684021e-05,
"loss": 0.4733,
"step": 132
},
{
"epoch": 7.882352941176471,
"grad_norm": 1.2167457342147827,
"learning_rate": 9.899111167741966e-05,
"loss": 0.5633,
"step": 134
},
{
"epoch": 8.0,
"grad_norm": 0.8761590123176575,
"learning_rate": 9.890738003669029e-05,
"loss": 0.4804,
"step": 136
},
{
"epoch": 8.0,
"eval_loss": 0.9462372660636902,
"eval_runtime": 39.2558,
"eval_samples_per_second": 0.917,
"eval_steps_per_second": 0.917,
"step": 136
},
{
"epoch": 8.117647058823529,
"grad_norm": 0.8890438079833984,
"learning_rate": 9.882034919459555e-05,
"loss": 0.4116,
"step": 138
},
{
"epoch": 8.235294117647058,
"grad_norm": 1.226324439048767,
"learning_rate": 9.873002502207503e-05,
"loss": 0.4069,
"step": 140
},
{
"epoch": 8.352941176470589,
"grad_norm": 0.9295585751533508,
"learning_rate": 9.863641361223024e-05,
"loss": 0.4283,
"step": 142
},
{
"epoch": 8.470588235294118,
"grad_norm": 1.0363649129867554,
"learning_rate": 9.853952127991372e-05,
"loss": 0.4398,
"step": 144
},
{
"epoch": 8.588235294117647,
"grad_norm": 1.0597994327545166,
"learning_rate": 9.843935456130295e-05,
"loss": 0.462,
"step": 146
},
{
"epoch": 8.705882352941176,
"grad_norm": 1.2128883600234985,
"learning_rate": 9.833592021345937e-05,
"loss": 0.4501,
"step": 148
},
{
"epoch": 8.823529411764707,
"grad_norm": 0.9421849846839905,
"learning_rate": 9.822922521387276e-05,
"loss": 0.3946,
"step": 150
},
{
"epoch": 8.941176470588236,
"grad_norm": 0.9474720358848572,
"learning_rate": 9.811927675999036e-05,
"loss": 0.387,
"step": 152
},
{
"epoch": 9.0,
"eval_loss": 0.9822432398796082,
"eval_runtime": 39.2609,
"eval_samples_per_second": 0.917,
"eval_steps_per_second": 0.917,
"step": 153
},
{
"epoch": 9.058823529411764,
"grad_norm": 0.8546085357666016,
"learning_rate": 9.800608226873142e-05,
"loss": 0.4075,
"step": 154
},
{
"epoch": 9.176470588235293,
"grad_norm": 1.0153013467788696,
"learning_rate": 9.788964937598689e-05,
"loss": 0.3345,
"step": 156
},
{
"epoch": 9.294117647058824,
"grad_norm": 1.4712640047073364,
"learning_rate": 9.776998593610428e-05,
"loss": 0.3438,
"step": 158
},
{
"epoch": 9.411764705882353,
"grad_norm": 0.9602189660072327,
"learning_rate": 9.764710002135784e-05,
"loss": 0.3503,
"step": 160
},
{
"epoch": 9.529411764705882,
"grad_norm": 0.9028332233428955,
"learning_rate": 9.752099992140399e-05,
"loss": 0.3387,
"step": 162
},
{
"epoch": 9.647058823529411,
"grad_norm": 0.9782208204269409,
"learning_rate": 9.739169414272217e-05,
"loss": 0.3506,
"step": 164
},
{
"epoch": 9.764705882352942,
"grad_norm": 1.2242997884750366,
"learning_rate": 9.725919140804099e-05,
"loss": 0.3644,
"step": 166
},
{
"epoch": 9.882352941176471,
"grad_norm": 0.9222318530082703,
"learning_rate": 9.71235006557497e-05,
"loss": 0.2964,
"step": 168
},
{
"epoch": 10.0,
"grad_norm": 0.9740263223648071,
"learning_rate": 9.698463103929542e-05,
"loss": 0.3473,
"step": 170
},
{
"epoch": 10.0,
"eval_loss": 1.0299735069274902,
"eval_runtime": 39.2424,
"eval_samples_per_second": 0.917,
"eval_steps_per_second": 0.917,
"step": 170
},
{
"epoch": 10.117647058823529,
"grad_norm": 0.8984984159469604,
"learning_rate": 9.684259192656553e-05,
"loss": 0.2512,
"step": 172
},
{
"epoch": 10.235294117647058,
"grad_norm": 1.6402689218521118,
"learning_rate": 9.669739289925577e-05,
"loss": 0.2714,
"step": 174
},
{
"epoch": 10.352941176470589,
"grad_norm": 1.1548532247543335,
"learning_rate": 9.654904375222385e-05,
"loss": 0.3002,
"step": 176
},
{
"epoch": 10.470588235294118,
"grad_norm": 0.9068163633346558,
"learning_rate": 9.639755449282875e-05,
"loss": 0.2501,
"step": 178
},
{
"epoch": 10.588235294117647,
"grad_norm": 0.9034165740013123,
"learning_rate": 9.62429353402556e-05,
"loss": 0.2905,
"step": 180
},
{
"epoch": 10.705882352941176,
"grad_norm": 1.0328618288040161,
"learning_rate": 9.608519672482636e-05,
"loss": 0.2594,
"step": 182
},
{
"epoch": 10.823529411764707,
"grad_norm": 0.9995335936546326,
"learning_rate": 9.592434928729616e-05,
"loss": 0.2863,
"step": 184
},
{
"epoch": 10.941176470588236,
"grad_norm": 1.099188208580017,
"learning_rate": 9.576040387813552e-05,
"loss": 0.2927,
"step": 186
},
{
"epoch": 11.0,
"eval_loss": 1.0959703922271729,
"eval_runtime": 39.2464,
"eval_samples_per_second": 0.917,
"eval_steps_per_second": 0.917,
"step": 187
},
{
"epoch": 11.058823529411764,
"grad_norm": 0.8442018628120422,
"learning_rate": 9.559337155679842e-05,
"loss": 0.2627,
"step": 188
},
{
"epoch": 11.176470588235293,
"grad_norm": 0.8898816108703613,
"learning_rate": 9.542326359097619e-05,
"loss": 0.2173,
"step": 190
},
{
"epoch": 11.294117647058824,
"grad_norm": 1.1321330070495605,
"learning_rate": 9.525009145583745e-05,
"loss": 0.2462,
"step": 192
},
{
"epoch": 11.411764705882353,
"grad_norm": 1.0442326068878174,
"learning_rate": 9.507386683325404e-05,
"loss": 0.1592,
"step": 194
},
{
"epoch": 11.529411764705882,
"grad_norm": 0.9421147108078003,
"learning_rate": 9.489460161101291e-05,
"loss": 0.2396,
"step": 196
},
{
"epoch": 11.647058823529411,
"grad_norm": 1.037330985069275,
"learning_rate": 9.471230788201429e-05,
"loss": 0.2216,
"step": 198
},
{
"epoch": 11.764705882352942,
"grad_norm": 1.0113916397094727,
"learning_rate": 9.452699794345581e-05,
"loss": 0.2243,
"step": 200
},
{
"epoch": 11.882352941176471,
"grad_norm": 1.1335500478744507,
"learning_rate": 9.43386842960031e-05,
"loss": 0.2156,
"step": 202
},
{
"epoch": 12.0,
"grad_norm": 1.0136862993240356,
"learning_rate": 9.414737964294636e-05,
"loss": 0.1918,
"step": 204
},
{
"epoch": 12.0,
"eval_loss": 1.1832014322280884,
"eval_runtime": 39.2459,
"eval_samples_per_second": 0.917,
"eval_steps_per_second": 0.917,
"step": 204
},
{
"epoch": 12.0,
"step": 204,
"total_flos": 1.6007026687187354e+17,
"train_loss": 0.6416382959076002,
"train_runtime": 5941.4459,
"train_samples_per_second": 1.145,
"train_steps_per_second": 0.143
}
],
"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": 1.6007026687187354e+17,
"train_batch_size": 1,
"trial_name": null,
"trial_params": null
}