phi3-lora-sciq3 / checkpoint-120 /trainer_state.json
mikasenghaas's picture
Upload folder using huggingface_hub
aa54da2 verified
{
"best_metric": 1.0082221031188965,
"best_model_checkpoint": "./output/checkpoints/2024-06-11_15-07-46/checkpoint-120",
"epoch": 2.7906976744186047,
"eval_steps": 1,
"global_step": 120,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.023255813953488372,
"grad_norm": 3.230428695678711,
"learning_rate": 3.0769230769230774e-05,
"loss": 5.1513,
"step": 1
},
{
"epoch": 0.023255813953488372,
"eval_loss": 5.098567485809326,
"eval_runtime": 10.4425,
"eval_samples_per_second": 11.204,
"eval_steps_per_second": 0.766,
"step": 1
},
{
"epoch": 0.046511627906976744,
"grad_norm": 3.204726219177246,
"learning_rate": 6.153846153846155e-05,
"loss": 5.1556,
"step": 2
},
{
"epoch": 0.046511627906976744,
"eval_loss": 5.000132083892822,
"eval_runtime": 10.4412,
"eval_samples_per_second": 11.206,
"eval_steps_per_second": 0.766,
"step": 2
},
{
"epoch": 0.06976744186046512,
"grad_norm": 3.1961917877197266,
"learning_rate": 9.230769230769232e-05,
"loss": 4.9354,
"step": 3
},
{
"epoch": 0.06976744186046512,
"eval_loss": 4.540091514587402,
"eval_runtime": 10.4665,
"eval_samples_per_second": 11.178,
"eval_steps_per_second": 0.764,
"step": 3
},
{
"epoch": 0.09302325581395349,
"grad_norm": 3.3630478382110596,
"learning_rate": 0.0001230769230769231,
"loss": 4.5394,
"step": 4
},
{
"epoch": 0.09302325581395349,
"eval_loss": 3.6481263637542725,
"eval_runtime": 10.5,
"eval_samples_per_second": 11.143,
"eval_steps_per_second": 0.762,
"step": 4
},
{
"epoch": 0.11627906976744186,
"grad_norm": 3.4904136657714844,
"learning_rate": 0.00015384615384615385,
"loss": 3.6545,
"step": 5
},
{
"epoch": 0.11627906976744186,
"eval_loss": 2.6286702156066895,
"eval_runtime": 10.4841,
"eval_samples_per_second": 11.16,
"eval_steps_per_second": 0.763,
"step": 5
},
{
"epoch": 0.13953488372093023,
"grad_norm": 2.7318434715270996,
"learning_rate": 0.00018461538461538463,
"loss": 2.5645,
"step": 6
},
{
"epoch": 0.13953488372093023,
"eval_loss": 2.047227144241333,
"eval_runtime": 10.5229,
"eval_samples_per_second": 11.119,
"eval_steps_per_second": 0.76,
"step": 6
},
{
"epoch": 0.16279069767441862,
"grad_norm": 2.1703038215637207,
"learning_rate": 0.0002153846153846154,
"loss": 2.0145,
"step": 7
},
{
"epoch": 0.16279069767441862,
"eval_loss": 1.6754586696624756,
"eval_runtime": 10.513,
"eval_samples_per_second": 11.129,
"eval_steps_per_second": 0.761,
"step": 7
},
{
"epoch": 0.18604651162790697,
"grad_norm": 1.1857593059539795,
"learning_rate": 0.0002461538461538462,
"loss": 1.6469,
"step": 8
},
{
"epoch": 0.18604651162790697,
"eval_loss": 1.4785383939743042,
"eval_runtime": 10.4789,
"eval_samples_per_second": 11.165,
"eval_steps_per_second": 0.763,
"step": 8
},
{
"epoch": 0.20930232558139536,
"grad_norm": 0.94368976354599,
"learning_rate": 0.00027692307692307695,
"loss": 1.4676,
"step": 9
},
{
"epoch": 0.20930232558139536,
"eval_loss": 1.3956246376037598,
"eval_runtime": 10.5914,
"eval_samples_per_second": 11.047,
"eval_steps_per_second": 0.755,
"step": 9
},
{
"epoch": 0.23255813953488372,
"grad_norm": 1.3516250848770142,
"learning_rate": 0.0003076923076923077,
"loss": 1.377,
"step": 10
},
{
"epoch": 0.23255813953488372,
"eval_loss": 1.2937995195388794,
"eval_runtime": 10.5422,
"eval_samples_per_second": 11.098,
"eval_steps_per_second": 0.759,
"step": 10
},
{
"epoch": 0.2558139534883721,
"grad_norm": 0.21453160047531128,
"learning_rate": 0.00033846153846153846,
"loss": 1.2814,
"step": 11
},
{
"epoch": 0.2558139534883721,
"eval_loss": 1.258020281791687,
"eval_runtime": 10.4428,
"eval_samples_per_second": 11.204,
"eval_steps_per_second": 0.766,
"step": 11
},
{
"epoch": 0.27906976744186046,
"grad_norm": 0.1224498599767685,
"learning_rate": 0.00036923076923076927,
"loss": 1.2261,
"step": 12
},
{
"epoch": 0.27906976744186046,
"eval_loss": 1.228270411491394,
"eval_runtime": 10.5707,
"eval_samples_per_second": 11.068,
"eval_steps_per_second": 0.757,
"step": 12
},
{
"epoch": 0.3023255813953488,
"grad_norm": 0.11027181148529053,
"learning_rate": 0.0004,
"loss": 1.1848,
"step": 13
},
{
"epoch": 0.3023255813953488,
"eval_loss": 1.2002977132797241,
"eval_runtime": 10.5152,
"eval_samples_per_second": 11.127,
"eval_steps_per_second": 0.761,
"step": 13
},
{
"epoch": 0.32558139534883723,
"grad_norm": 0.14012101292610168,
"learning_rate": 0.0003965517241379311,
"loss": 1.1961,
"step": 14
},
{
"epoch": 0.32558139534883723,
"eval_loss": 1.1754467487335205,
"eval_runtime": 10.5013,
"eval_samples_per_second": 11.141,
"eval_steps_per_second": 0.762,
"step": 14
},
{
"epoch": 0.3488372093023256,
"grad_norm": 0.22193074226379395,
"learning_rate": 0.0003931034482758621,
"loss": 1.1407,
"step": 15
},
{
"epoch": 0.3488372093023256,
"eval_loss": 1.1523548364639282,
"eval_runtime": 10.4708,
"eval_samples_per_second": 11.174,
"eval_steps_per_second": 0.764,
"step": 15
},
{
"epoch": 0.37209302325581395,
"grad_norm": 0.15213920176029205,
"learning_rate": 0.00038965517241379313,
"loss": 1.1364,
"step": 16
},
{
"epoch": 0.37209302325581395,
"eval_loss": 1.1305698156356812,
"eval_runtime": 10.5494,
"eval_samples_per_second": 11.091,
"eval_steps_per_second": 0.758,
"step": 16
},
{
"epoch": 0.3953488372093023,
"grad_norm": 0.08833792805671692,
"learning_rate": 0.0003862068965517242,
"loss": 1.1057,
"step": 17
},
{
"epoch": 0.3953488372093023,
"eval_loss": 1.1136623620986938,
"eval_runtime": 10.6102,
"eval_samples_per_second": 11.027,
"eval_steps_per_second": 0.754,
"step": 17
},
{
"epoch": 0.4186046511627907,
"grad_norm": 0.07902093976736069,
"learning_rate": 0.0003827586206896552,
"loss": 1.089,
"step": 18
},
{
"epoch": 0.4186046511627907,
"eval_loss": 1.10086989402771,
"eval_runtime": 10.5681,
"eval_samples_per_second": 11.071,
"eval_steps_per_second": 0.757,
"step": 18
},
{
"epoch": 0.4418604651162791,
"grad_norm": 0.07194280624389648,
"learning_rate": 0.00037931034482758624,
"loss": 1.0849,
"step": 19
},
{
"epoch": 0.4418604651162791,
"eval_loss": 1.091064691543579,
"eval_runtime": 10.5436,
"eval_samples_per_second": 11.097,
"eval_steps_per_second": 0.759,
"step": 19
},
{
"epoch": 0.46511627906976744,
"grad_norm": 0.05419577285647392,
"learning_rate": 0.0003758620689655173,
"loss": 1.0729,
"step": 20
},
{
"epoch": 0.46511627906976744,
"eval_loss": 1.0844314098358154,
"eval_runtime": 10.46,
"eval_samples_per_second": 11.185,
"eval_steps_per_second": 0.765,
"step": 20
},
{
"epoch": 0.4883720930232558,
"grad_norm": 0.05308014526963234,
"learning_rate": 0.0003724137931034483,
"loss": 1.0576,
"step": 21
},
{
"epoch": 0.4883720930232558,
"eval_loss": 1.0792510509490967,
"eval_runtime": 10.5659,
"eval_samples_per_second": 11.073,
"eval_steps_per_second": 0.757,
"step": 21
},
{
"epoch": 0.5116279069767442,
"grad_norm": 0.05068132281303406,
"learning_rate": 0.00036896551724137935,
"loss": 1.0591,
"step": 22
},
{
"epoch": 0.5116279069767442,
"eval_loss": 1.074510931968689,
"eval_runtime": 10.5969,
"eval_samples_per_second": 11.041,
"eval_steps_per_second": 0.755,
"step": 22
},
{
"epoch": 0.5348837209302325,
"grad_norm": 0.05279520899057388,
"learning_rate": 0.00036551724137931036,
"loss": 1.0216,
"step": 23
},
{
"epoch": 0.5348837209302325,
"eval_loss": 1.0699939727783203,
"eval_runtime": 10.5288,
"eval_samples_per_second": 11.112,
"eval_steps_per_second": 0.76,
"step": 23
},
{
"epoch": 0.5581395348837209,
"grad_norm": 0.051589012145996094,
"learning_rate": 0.0003620689655172414,
"loss": 1.0384,
"step": 24
},
{
"epoch": 0.5581395348837209,
"eval_loss": 1.0660674571990967,
"eval_runtime": 10.4984,
"eval_samples_per_second": 11.145,
"eval_steps_per_second": 0.762,
"step": 24
},
{
"epoch": 0.5813953488372093,
"grad_norm": 0.04975143447518349,
"learning_rate": 0.0003586206896551724,
"loss": 1.0754,
"step": 25
},
{
"epoch": 0.5813953488372093,
"eval_loss": 1.0627647638320923,
"eval_runtime": 10.5768,
"eval_samples_per_second": 11.062,
"eval_steps_per_second": 0.756,
"step": 25
},
{
"epoch": 0.6046511627906976,
"grad_norm": 0.048871301114559174,
"learning_rate": 0.00035517241379310347,
"loss": 1.037,
"step": 26
},
{
"epoch": 0.6046511627906976,
"eval_loss": 1.0597318410873413,
"eval_runtime": 10.4738,
"eval_samples_per_second": 11.171,
"eval_steps_per_second": 0.764,
"step": 26
},
{
"epoch": 0.627906976744186,
"grad_norm": 0.05112334340810776,
"learning_rate": 0.00035172413793103447,
"loss": 1.0579,
"step": 27
},
{
"epoch": 0.627906976744186,
"eval_loss": 1.0566964149475098,
"eval_runtime": 10.5953,
"eval_samples_per_second": 11.043,
"eval_steps_per_second": 0.755,
"step": 27
},
{
"epoch": 0.6511627906976745,
"grad_norm": 0.08299978822469711,
"learning_rate": 0.0003482758620689655,
"loss": 1.039,
"step": 28
},
{
"epoch": 0.6511627906976745,
"eval_loss": 1.053879976272583,
"eval_runtime": 10.5064,
"eval_samples_per_second": 11.136,
"eval_steps_per_second": 0.761,
"step": 28
},
{
"epoch": 0.6744186046511628,
"grad_norm": 0.04733407124876976,
"learning_rate": 0.0003448275862068965,
"loss": 1.054,
"step": 29
},
{
"epoch": 0.6744186046511628,
"eval_loss": 1.0513161420822144,
"eval_runtime": 10.5869,
"eval_samples_per_second": 11.051,
"eval_steps_per_second": 0.756,
"step": 29
},
{
"epoch": 0.6976744186046512,
"grad_norm": 0.045666251331567764,
"learning_rate": 0.0003413793103448276,
"loss": 1.0237,
"step": 30
},
{
"epoch": 0.6976744186046512,
"eval_loss": 1.0490825176239014,
"eval_runtime": 10.5294,
"eval_samples_per_second": 11.112,
"eval_steps_per_second": 0.76,
"step": 30
},
{
"epoch": 0.7209302325581395,
"grad_norm": 0.04347428306937218,
"learning_rate": 0.00033793103448275864,
"loss": 1.0238,
"step": 31
},
{
"epoch": 0.7209302325581395,
"eval_loss": 1.0473451614379883,
"eval_runtime": 10.4778,
"eval_samples_per_second": 11.166,
"eval_steps_per_second": 0.764,
"step": 31
},
{
"epoch": 0.7441860465116279,
"grad_norm": 0.04594381898641586,
"learning_rate": 0.00033448275862068964,
"loss": 1.0339,
"step": 32
},
{
"epoch": 0.7441860465116279,
"eval_loss": 1.0460575819015503,
"eval_runtime": 10.4914,
"eval_samples_per_second": 11.152,
"eval_steps_per_second": 0.763,
"step": 32
},
{
"epoch": 0.7674418604651163,
"grad_norm": 0.049526289105415344,
"learning_rate": 0.0003310344827586207,
"loss": 1.0418,
"step": 33
},
{
"epoch": 0.7674418604651163,
"eval_loss": 1.04463791847229,
"eval_runtime": 10.4747,
"eval_samples_per_second": 11.17,
"eval_steps_per_second": 0.764,
"step": 33
},
{
"epoch": 0.7906976744186046,
"grad_norm": 0.04762812703847885,
"learning_rate": 0.00032758620689655175,
"loss": 1.0302,
"step": 34
},
{
"epoch": 0.7906976744186046,
"eval_loss": 1.042962670326233,
"eval_runtime": 10.6089,
"eval_samples_per_second": 11.028,
"eval_steps_per_second": 0.754,
"step": 34
},
{
"epoch": 0.813953488372093,
"grad_norm": 0.05331471934914589,
"learning_rate": 0.00032413793103448275,
"loss": 1.0401,
"step": 35
},
{
"epoch": 0.813953488372093,
"eval_loss": 1.0412102937698364,
"eval_runtime": 10.4972,
"eval_samples_per_second": 11.146,
"eval_steps_per_second": 0.762,
"step": 35
},
{
"epoch": 0.8372093023255814,
"grad_norm": 0.041780710220336914,
"learning_rate": 0.0003206896551724138,
"loss": 1.0038,
"step": 36
},
{
"epoch": 0.8372093023255814,
"eval_loss": 1.0397316217422485,
"eval_runtime": 10.4649,
"eval_samples_per_second": 11.18,
"eval_steps_per_second": 0.764,
"step": 36
},
{
"epoch": 0.8604651162790697,
"grad_norm": 0.04302731156349182,
"learning_rate": 0.00031724137931034486,
"loss": 1.0249,
"step": 37
},
{
"epoch": 0.8604651162790697,
"eval_loss": 1.0385717153549194,
"eval_runtime": 10.5101,
"eval_samples_per_second": 11.132,
"eval_steps_per_second": 0.761,
"step": 37
},
{
"epoch": 0.8837209302325582,
"grad_norm": 0.0549028106033802,
"learning_rate": 0.00031379310344827586,
"loss": 1.0128,
"step": 38
},
{
"epoch": 0.8837209302325582,
"eval_loss": 1.0375303030014038,
"eval_runtime": 10.479,
"eval_samples_per_second": 11.165,
"eval_steps_per_second": 0.763,
"step": 38
},
{
"epoch": 0.9069767441860465,
"grad_norm": 0.04620625823736191,
"learning_rate": 0.0003103448275862069,
"loss": 1.0278,
"step": 39
},
{
"epoch": 0.9069767441860465,
"eval_loss": 1.03622567653656,
"eval_runtime": 10.496,
"eval_samples_per_second": 11.147,
"eval_steps_per_second": 0.762,
"step": 39
},
{
"epoch": 0.9302325581395349,
"grad_norm": 0.04755247011780739,
"learning_rate": 0.00030689655172413797,
"loss": 1.0059,
"step": 40
},
{
"epoch": 0.9302325581395349,
"eval_loss": 1.0347106456756592,
"eval_runtime": 10.522,
"eval_samples_per_second": 11.12,
"eval_steps_per_second": 0.76,
"step": 40
},
{
"epoch": 0.9534883720930233,
"grad_norm": 0.04391615465283394,
"learning_rate": 0.00030344827586206897,
"loss": 1.0234,
"step": 41
},
{
"epoch": 0.9534883720930233,
"eval_loss": 1.033333420753479,
"eval_runtime": 10.5498,
"eval_samples_per_second": 11.09,
"eval_steps_per_second": 0.758,
"step": 41
},
{
"epoch": 0.9767441860465116,
"grad_norm": 0.04336484521627426,
"learning_rate": 0.00030000000000000003,
"loss": 0.9913,
"step": 42
},
{
"epoch": 0.9767441860465116,
"eval_loss": 1.0323785543441772,
"eval_runtime": 10.5082,
"eval_samples_per_second": 11.134,
"eval_steps_per_second": 0.761,
"step": 42
},
{
"epoch": 1.0,
"grad_norm": 0.07296782732009888,
"learning_rate": 0.0002965517241379311,
"loss": 0.9975,
"step": 43
},
{
"epoch": 1.0,
"eval_loss": 1.0313116312026978,
"eval_runtime": 10.5008,
"eval_samples_per_second": 11.142,
"eval_steps_per_second": 0.762,
"step": 43
},
{
"epoch": 1.0232558139534884,
"grad_norm": 0.041788019239902496,
"learning_rate": 0.0002931034482758621,
"loss": 0.9841,
"step": 44
},
{
"epoch": 1.0232558139534884,
"eval_loss": 1.0304553508758545,
"eval_runtime": 10.4812,
"eval_samples_per_second": 11.163,
"eval_steps_per_second": 0.763,
"step": 44
},
{
"epoch": 1.0465116279069768,
"grad_norm": 0.044039350003004074,
"learning_rate": 0.00028965517241379314,
"loss": 0.9804,
"step": 45
},
{
"epoch": 1.0465116279069768,
"eval_loss": 1.0297547578811646,
"eval_runtime": 10.5179,
"eval_samples_per_second": 11.124,
"eval_steps_per_second": 0.761,
"step": 45
},
{
"epoch": 1.069767441860465,
"grad_norm": 0.04108603671193123,
"learning_rate": 0.0002862068965517242,
"loss": 0.9993,
"step": 46
},
{
"epoch": 1.069767441860465,
"eval_loss": 1.029006838798523,
"eval_runtime": 10.536,
"eval_samples_per_second": 11.105,
"eval_steps_per_second": 0.759,
"step": 46
},
{
"epoch": 1.0930232558139534,
"grad_norm": 0.04773078113794327,
"learning_rate": 0.0002827586206896552,
"loss": 0.9748,
"step": 47
},
{
"epoch": 1.0930232558139534,
"eval_loss": 1.028093695640564,
"eval_runtime": 10.5568,
"eval_samples_per_second": 11.083,
"eval_steps_per_second": 0.758,
"step": 47
},
{
"epoch": 1.1162790697674418,
"grad_norm": 0.04372379183769226,
"learning_rate": 0.0002793103448275862,
"loss": 1.0025,
"step": 48
},
{
"epoch": 1.1162790697674418,
"eval_loss": 1.027159333229065,
"eval_runtime": 10.4931,
"eval_samples_per_second": 11.15,
"eval_steps_per_second": 0.762,
"step": 48
},
{
"epoch": 1.1395348837209303,
"grad_norm": 0.05692731961607933,
"learning_rate": 0.00027586206896551725,
"loss": 1.0038,
"step": 49
},
{
"epoch": 1.1395348837209303,
"eval_loss": 1.0262141227722168,
"eval_runtime": 10.5803,
"eval_samples_per_second": 11.058,
"eval_steps_per_second": 0.756,
"step": 49
},
{
"epoch": 1.1627906976744187,
"grad_norm": 0.04124248027801514,
"learning_rate": 0.00027241379310344825,
"loss": 0.9848,
"step": 50
},
{
"epoch": 1.1627906976744187,
"eval_loss": 1.0254372358322144,
"eval_runtime": 10.4687,
"eval_samples_per_second": 11.176,
"eval_steps_per_second": 0.764,
"step": 50
},
{
"epoch": 1.1860465116279069,
"grad_norm": 0.04371722787618637,
"learning_rate": 0.0002689655172413793,
"loss": 1.0188,
"step": 51
},
{
"epoch": 1.1860465116279069,
"eval_loss": 1.024755597114563,
"eval_runtime": 10.5207,
"eval_samples_per_second": 11.121,
"eval_steps_per_second": 0.76,
"step": 51
},
{
"epoch": 1.2093023255813953,
"grad_norm": 0.04607950523495674,
"learning_rate": 0.00026551724137931036,
"loss": 1.0058,
"step": 52
},
{
"epoch": 1.2093023255813953,
"eval_loss": 1.0241938829421997,
"eval_runtime": 10.5231,
"eval_samples_per_second": 11.118,
"eval_steps_per_second": 0.76,
"step": 52
},
{
"epoch": 1.2325581395348837,
"grad_norm": 0.05415044724941254,
"learning_rate": 0.00026206896551724137,
"loss": 0.9923,
"step": 53
},
{
"epoch": 1.2325581395348837,
"eval_loss": 1.0235437154769897,
"eval_runtime": 10.6072,
"eval_samples_per_second": 11.03,
"eval_steps_per_second": 0.754,
"step": 53
},
{
"epoch": 1.255813953488372,
"grad_norm": 0.06359652429819107,
"learning_rate": 0.0002586206896551724,
"loss": 0.9948,
"step": 54
},
{
"epoch": 1.255813953488372,
"eval_loss": 1.0229169130325317,
"eval_runtime": 10.5202,
"eval_samples_per_second": 11.122,
"eval_steps_per_second": 0.76,
"step": 54
},
{
"epoch": 1.2790697674418605,
"grad_norm": 0.058946821838617325,
"learning_rate": 0.0002551724137931035,
"loss": 1.0188,
"step": 55
},
{
"epoch": 1.2790697674418605,
"eval_loss": 1.0223369598388672,
"eval_runtime": 10.4661,
"eval_samples_per_second": 11.179,
"eval_steps_per_second": 0.764,
"step": 55
},
{
"epoch": 1.302325581395349,
"grad_norm": 0.05592051148414612,
"learning_rate": 0.0002517241379310345,
"loss": 0.9933,
"step": 56
},
{
"epoch": 1.302325581395349,
"eval_loss": 1.0219457149505615,
"eval_runtime": 10.5373,
"eval_samples_per_second": 11.103,
"eval_steps_per_second": 0.759,
"step": 56
},
{
"epoch": 1.3255813953488373,
"grad_norm": 0.05216487497091293,
"learning_rate": 0.00024827586206896553,
"loss": 0.9942,
"step": 57
},
{
"epoch": 1.3255813953488373,
"eval_loss": 1.0214743614196777,
"eval_runtime": 10.5663,
"eval_samples_per_second": 11.073,
"eval_steps_per_second": 0.757,
"step": 57
},
{
"epoch": 1.3488372093023255,
"grad_norm": 0.04820263013243675,
"learning_rate": 0.00024482758620689653,
"loss": 0.9758,
"step": 58
},
{
"epoch": 1.3488372093023255,
"eval_loss": 1.0210070610046387,
"eval_runtime": 10.4802,
"eval_samples_per_second": 11.164,
"eval_steps_per_second": 0.763,
"step": 58
},
{
"epoch": 1.372093023255814,
"grad_norm": 0.04773212969303131,
"learning_rate": 0.0002413793103448276,
"loss": 1.0005,
"step": 59
},
{
"epoch": 1.372093023255814,
"eval_loss": 1.0203553438186646,
"eval_runtime": 10.5585,
"eval_samples_per_second": 11.081,
"eval_steps_per_second": 0.758,
"step": 59
},
{
"epoch": 1.3953488372093024,
"grad_norm": 0.05814950540661812,
"learning_rate": 0.00023793103448275864,
"loss": 0.9629,
"step": 60
},
{
"epoch": 1.3953488372093024,
"eval_loss": 1.0196707248687744,
"eval_runtime": 10.4755,
"eval_samples_per_second": 11.169,
"eval_steps_per_second": 0.764,
"step": 60
},
{
"epoch": 1.4186046511627908,
"grad_norm": 0.052802279591560364,
"learning_rate": 0.00023448275862068965,
"loss": 0.9707,
"step": 61
},
{
"epoch": 1.4186046511627908,
"eval_loss": 1.0190174579620361,
"eval_runtime": 10.5033,
"eval_samples_per_second": 11.139,
"eval_steps_per_second": 0.762,
"step": 61
},
{
"epoch": 1.441860465116279,
"grad_norm": 0.04725794866681099,
"learning_rate": 0.0002310344827586207,
"loss": 1.0164,
"step": 62
},
{
"epoch": 1.441860465116279,
"eval_loss": 1.0183162689208984,
"eval_runtime": 10.4911,
"eval_samples_per_second": 11.152,
"eval_steps_per_second": 0.763,
"step": 62
},
{
"epoch": 1.4651162790697674,
"grad_norm": 0.050118036568164825,
"learning_rate": 0.00022758620689655176,
"loss": 0.9985,
"step": 63
},
{
"epoch": 1.4651162790697674,
"eval_loss": 1.0176469087600708,
"eval_runtime": 10.5936,
"eval_samples_per_second": 11.044,
"eval_steps_per_second": 0.755,
"step": 63
},
{
"epoch": 1.4883720930232558,
"grad_norm": 0.049090269953012466,
"learning_rate": 0.00022413793103448276,
"loss": 0.9873,
"step": 64
},
{
"epoch": 1.4883720930232558,
"eval_loss": 1.017175555229187,
"eval_runtime": 10.5197,
"eval_samples_per_second": 11.122,
"eval_steps_per_second": 0.76,
"step": 64
},
{
"epoch": 1.5116279069767442,
"grad_norm": 0.050224512815475464,
"learning_rate": 0.0002206896551724138,
"loss": 0.9896,
"step": 65
},
{
"epoch": 1.5116279069767442,
"eval_loss": 1.0169633626937866,
"eval_runtime": 10.5178,
"eval_samples_per_second": 11.124,
"eval_steps_per_second": 0.761,
"step": 65
},
{
"epoch": 1.5348837209302326,
"grad_norm": 0.0501309297978878,
"learning_rate": 0.00021724137931034484,
"loss": 0.9798,
"step": 66
},
{
"epoch": 1.5348837209302326,
"eval_loss": 1.0167036056518555,
"eval_runtime": 10.5339,
"eval_samples_per_second": 11.107,
"eval_steps_per_second": 0.759,
"step": 66
},
{
"epoch": 1.558139534883721,
"grad_norm": 0.051808878779411316,
"learning_rate": 0.00021379310344827584,
"loss": 1.0014,
"step": 67
},
{
"epoch": 1.558139534883721,
"eval_loss": 1.0162760019302368,
"eval_runtime": 10.5275,
"eval_samples_per_second": 11.114,
"eval_steps_per_second": 0.76,
"step": 67
},
{
"epoch": 1.5813953488372094,
"grad_norm": 0.0500907227396965,
"learning_rate": 0.0002103448275862069,
"loss": 0.9933,
"step": 68
},
{
"epoch": 1.5813953488372094,
"eval_loss": 1.0156968832015991,
"eval_runtime": 10.5784,
"eval_samples_per_second": 11.06,
"eval_steps_per_second": 0.756,
"step": 68
},
{
"epoch": 1.6046511627906976,
"grad_norm": 0.04874541610479355,
"learning_rate": 0.00020689655172413795,
"loss": 0.9668,
"step": 69
},
{
"epoch": 1.6046511627906976,
"eval_loss": 1.0152900218963623,
"eval_runtime": 10.5885,
"eval_samples_per_second": 11.05,
"eval_steps_per_second": 0.756,
"step": 69
},
{
"epoch": 1.627906976744186,
"grad_norm": 0.05222810059785843,
"learning_rate": 0.00020344827586206895,
"loss": 0.9792,
"step": 70
},
{
"epoch": 1.627906976744186,
"eval_loss": 1.0148221254348755,
"eval_runtime": 10.4824,
"eval_samples_per_second": 11.162,
"eval_steps_per_second": 0.763,
"step": 70
},
{
"epoch": 1.6511627906976745,
"grad_norm": 0.05117630958557129,
"learning_rate": 0.0002,
"loss": 0.9519,
"step": 71
},
{
"epoch": 1.6511627906976745,
"eval_loss": 1.0145394802093506,
"eval_runtime": 10.46,
"eval_samples_per_second": 11.185,
"eval_steps_per_second": 0.765,
"step": 71
},
{
"epoch": 1.6744186046511627,
"grad_norm": 0.04879862442612648,
"learning_rate": 0.00019655172413793104,
"loss": 0.9833,
"step": 72
},
{
"epoch": 1.6744186046511627,
"eval_loss": 1.01435124874115,
"eval_runtime": 10.6034,
"eval_samples_per_second": 11.034,
"eval_steps_per_second": 0.754,
"step": 72
},
{
"epoch": 1.697674418604651,
"grad_norm": 0.055211760103702545,
"learning_rate": 0.0001931034482758621,
"loss": 0.9782,
"step": 73
},
{
"epoch": 1.697674418604651,
"eval_loss": 1.014180064201355,
"eval_runtime": 10.5781,
"eval_samples_per_second": 11.061,
"eval_steps_per_second": 0.756,
"step": 73
},
{
"epoch": 1.7209302325581395,
"grad_norm": 0.05374753847718239,
"learning_rate": 0.00018965517241379312,
"loss": 0.9824,
"step": 74
},
{
"epoch": 1.7209302325581395,
"eval_loss": 1.0137970447540283,
"eval_runtime": 10.5389,
"eval_samples_per_second": 11.102,
"eval_steps_per_second": 0.759,
"step": 74
},
{
"epoch": 1.744186046511628,
"grad_norm": 0.053574249148368835,
"learning_rate": 0.00018620689655172415,
"loss": 0.9748,
"step": 75
},
{
"epoch": 1.744186046511628,
"eval_loss": 1.013289213180542,
"eval_runtime": 10.5759,
"eval_samples_per_second": 11.063,
"eval_steps_per_second": 0.756,
"step": 75
},
{
"epoch": 1.7674418604651163,
"grad_norm": 0.05111626163125038,
"learning_rate": 0.00018275862068965518,
"loss": 0.9842,
"step": 76
},
{
"epoch": 1.7674418604651163,
"eval_loss": 1.0127779245376587,
"eval_runtime": 10.5155,
"eval_samples_per_second": 11.126,
"eval_steps_per_second": 0.761,
"step": 76
},
{
"epoch": 1.7906976744186047,
"grad_norm": 0.05558936670422554,
"learning_rate": 0.0001793103448275862,
"loss": 0.9905,
"step": 77
},
{
"epoch": 1.7906976744186047,
"eval_loss": 1.0122755765914917,
"eval_runtime": 10.4815,
"eval_samples_per_second": 11.162,
"eval_steps_per_second": 0.763,
"step": 77
},
{
"epoch": 1.8139534883720931,
"grad_norm": 0.053616516292095184,
"learning_rate": 0.00017586206896551723,
"loss": 0.9615,
"step": 78
},
{
"epoch": 1.8139534883720931,
"eval_loss": 1.011860728263855,
"eval_runtime": 10.5398,
"eval_samples_per_second": 11.101,
"eval_steps_per_second": 0.759,
"step": 78
},
{
"epoch": 1.8372093023255816,
"grad_norm": 0.05707163363695145,
"learning_rate": 0.00017241379310344826,
"loss": 0.9583,
"step": 79
},
{
"epoch": 1.8372093023255816,
"eval_loss": 1.0115560293197632,
"eval_runtime": 10.5278,
"eval_samples_per_second": 11.113,
"eval_steps_per_second": 0.76,
"step": 79
},
{
"epoch": 1.8604651162790697,
"grad_norm": 0.05251218378543854,
"learning_rate": 0.00016896551724137932,
"loss": 1.0081,
"step": 80
},
{
"epoch": 1.8604651162790697,
"eval_loss": 1.01112699508667,
"eval_runtime": 10.5774,
"eval_samples_per_second": 11.061,
"eval_steps_per_second": 0.756,
"step": 80
},
{
"epoch": 1.8837209302325582,
"grad_norm": 0.05201508849859238,
"learning_rate": 0.00016551724137931035,
"loss": 0.9725,
"step": 81
},
{
"epoch": 1.8837209302325582,
"eval_loss": 1.0107312202453613,
"eval_runtime": 10.5289,
"eval_samples_per_second": 11.112,
"eval_steps_per_second": 0.76,
"step": 81
},
{
"epoch": 1.9069767441860463,
"grad_norm": 0.05595965310931206,
"learning_rate": 0.00016206896551724137,
"loss": 0.9979,
"step": 82
},
{
"epoch": 1.9069767441860463,
"eval_loss": 1.0103439092636108,
"eval_runtime": 10.463,
"eval_samples_per_second": 11.182,
"eval_steps_per_second": 0.765,
"step": 82
},
{
"epoch": 1.9302325581395348,
"grad_norm": 0.05475016310811043,
"learning_rate": 0.00015862068965517243,
"loss": 0.9965,
"step": 83
},
{
"epoch": 1.9302325581395348,
"eval_loss": 1.0099685192108154,
"eval_runtime": 10.5842,
"eval_samples_per_second": 11.054,
"eval_steps_per_second": 0.756,
"step": 83
},
{
"epoch": 1.9534883720930232,
"grad_norm": 0.05614636465907097,
"learning_rate": 0.00015517241379310346,
"loss": 0.9761,
"step": 84
},
{
"epoch": 1.9534883720930232,
"eval_loss": 1.009726643562317,
"eval_runtime": 10.5108,
"eval_samples_per_second": 11.131,
"eval_steps_per_second": 0.761,
"step": 84
},
{
"epoch": 1.9767441860465116,
"grad_norm": 0.05425894260406494,
"learning_rate": 0.00015172413793103449,
"loss": 0.9665,
"step": 85
},
{
"epoch": 1.9767441860465116,
"eval_loss": 1.0094804763793945,
"eval_runtime": 10.5158,
"eval_samples_per_second": 11.126,
"eval_steps_per_second": 0.761,
"step": 85
},
{
"epoch": 2.0,
"grad_norm": 0.08465206623077393,
"learning_rate": 0.00014827586206896554,
"loss": 0.9676,
"step": 86
},
{
"epoch": 2.0,
"eval_loss": 1.0091900825500488,
"eval_runtime": 10.4594,
"eval_samples_per_second": 11.186,
"eval_steps_per_second": 0.765,
"step": 86
},
{
"epoch": 2.0232558139534884,
"grad_norm": 0.05495611950755119,
"learning_rate": 0.00014482758620689657,
"loss": 0.9548,
"step": 87
},
{
"epoch": 2.0232558139534884,
"eval_loss": 1.0090184211730957,
"eval_runtime": 10.5403,
"eval_samples_per_second": 11.1,
"eval_steps_per_second": 0.759,
"step": 87
},
{
"epoch": 2.046511627906977,
"grad_norm": 0.051615942269563675,
"learning_rate": 0.0001413793103448276,
"loss": 0.9413,
"step": 88
},
{
"epoch": 2.046511627906977,
"eval_loss": 1.0091454982757568,
"eval_runtime": 10.5362,
"eval_samples_per_second": 11.105,
"eval_steps_per_second": 0.759,
"step": 88
},
{
"epoch": 2.0697674418604652,
"grad_norm": 0.06363032013177872,
"learning_rate": 0.00013793103448275863,
"loss": 0.9604,
"step": 89
},
{
"epoch": 2.0697674418604652,
"eval_loss": 1.0093193054199219,
"eval_runtime": 10.599,
"eval_samples_per_second": 11.039,
"eval_steps_per_second": 0.755,
"step": 89
},
{
"epoch": 2.0930232558139537,
"grad_norm": 0.05618719756603241,
"learning_rate": 0.00013448275862068965,
"loss": 0.9627,
"step": 90
},
{
"epoch": 2.0930232558139537,
"eval_loss": 1.0094503164291382,
"eval_runtime": 10.5453,
"eval_samples_per_second": 11.095,
"eval_steps_per_second": 0.759,
"step": 90
},
{
"epoch": 2.116279069767442,
"grad_norm": 0.061273831874132156,
"learning_rate": 0.00013103448275862068,
"loss": 0.9428,
"step": 91
},
{
"epoch": 2.116279069767442,
"eval_loss": 1.0095981359481812,
"eval_runtime": 10.5143,
"eval_samples_per_second": 11.128,
"eval_steps_per_second": 0.761,
"step": 91
},
{
"epoch": 2.13953488372093,
"grad_norm": 0.05564780905842781,
"learning_rate": 0.00012758620689655174,
"loss": 0.9774,
"step": 92
},
{
"epoch": 2.13953488372093,
"eval_loss": 1.009597897529602,
"eval_runtime": 10.4849,
"eval_samples_per_second": 11.159,
"eval_steps_per_second": 0.763,
"step": 92
},
{
"epoch": 2.1627906976744184,
"grad_norm": 0.05518029257655144,
"learning_rate": 0.00012413793103448277,
"loss": 0.9407,
"step": 93
},
{
"epoch": 2.1627906976744184,
"eval_loss": 1.0096217393875122,
"eval_runtime": 10.6044,
"eval_samples_per_second": 11.033,
"eval_steps_per_second": 0.754,
"step": 93
},
{
"epoch": 2.186046511627907,
"grad_norm": 0.05853220447897911,
"learning_rate": 0.0001206896551724138,
"loss": 0.9396,
"step": 94
},
{
"epoch": 2.186046511627907,
"eval_loss": 1.00962233543396,
"eval_runtime": 10.5343,
"eval_samples_per_second": 11.107,
"eval_steps_per_second": 0.759,
"step": 94
},
{
"epoch": 2.2093023255813953,
"grad_norm": 0.06098194420337677,
"learning_rate": 0.00011724137931034482,
"loss": 0.9705,
"step": 95
},
{
"epoch": 2.2093023255813953,
"eval_loss": 1.0093858242034912,
"eval_runtime": 10.4224,
"eval_samples_per_second": 11.226,
"eval_steps_per_second": 0.768,
"step": 95
},
{
"epoch": 2.2325581395348837,
"grad_norm": 0.05779768154025078,
"learning_rate": 0.00011379310344827588,
"loss": 0.9427,
"step": 96
},
{
"epoch": 2.2325581395348837,
"eval_loss": 1.0092523097991943,
"eval_runtime": 10.6138,
"eval_samples_per_second": 11.023,
"eval_steps_per_second": 0.754,
"step": 96
},
{
"epoch": 2.255813953488372,
"grad_norm": 0.059211816638708115,
"learning_rate": 0.0001103448275862069,
"loss": 0.9689,
"step": 97
},
{
"epoch": 2.255813953488372,
"eval_loss": 1.0091252326965332,
"eval_runtime": 10.504,
"eval_samples_per_second": 11.139,
"eval_steps_per_second": 0.762,
"step": 97
},
{
"epoch": 2.2790697674418605,
"grad_norm": 0.058523572981357574,
"learning_rate": 0.00010689655172413792,
"loss": 0.9459,
"step": 98
},
{
"epoch": 2.2790697674418605,
"eval_loss": 1.0091090202331543,
"eval_runtime": 10.5529,
"eval_samples_per_second": 11.087,
"eval_steps_per_second": 0.758,
"step": 98
},
{
"epoch": 2.302325581395349,
"grad_norm": 0.06452349573373795,
"learning_rate": 0.00010344827586206898,
"loss": 0.9434,
"step": 99
},
{
"epoch": 2.302325581395349,
"eval_loss": 1.0091310739517212,
"eval_runtime": 10.5481,
"eval_samples_per_second": 11.092,
"eval_steps_per_second": 0.758,
"step": 99
},
{
"epoch": 2.3255813953488373,
"grad_norm": 0.06188109889626503,
"learning_rate": 0.0001,
"loss": 0.9453,
"step": 100
},
{
"epoch": 2.3255813953488373,
"eval_loss": 1.0090867280960083,
"eval_runtime": 10.5427,
"eval_samples_per_second": 11.098,
"eval_steps_per_second": 0.759,
"step": 100
},
{
"epoch": 2.3488372093023258,
"grad_norm": 0.061615802347660065,
"learning_rate": 9.655172413793105e-05,
"loss": 0.9675,
"step": 101
},
{
"epoch": 2.3488372093023258,
"eval_loss": 1.008958101272583,
"eval_runtime": 10.62,
"eval_samples_per_second": 11.017,
"eval_steps_per_second": 0.753,
"step": 101
},
{
"epoch": 2.3720930232558137,
"grad_norm": 0.06509216129779816,
"learning_rate": 9.310344827586207e-05,
"loss": 0.9571,
"step": 102
},
{
"epoch": 2.3720930232558137,
"eval_loss": 1.008782982826233,
"eval_runtime": 10.5067,
"eval_samples_per_second": 11.136,
"eval_steps_per_second": 0.761,
"step": 102
},
{
"epoch": 2.395348837209302,
"grad_norm": 0.07000201940536499,
"learning_rate": 8.96551724137931e-05,
"loss": 0.9669,
"step": 103
},
{
"epoch": 2.395348837209302,
"eval_loss": 1.0085687637329102,
"eval_runtime": 10.5369,
"eval_samples_per_second": 11.104,
"eval_steps_per_second": 0.759,
"step": 103
},
{
"epoch": 2.4186046511627906,
"grad_norm": 0.06144480034708977,
"learning_rate": 8.620689655172413e-05,
"loss": 0.9592,
"step": 104
},
{
"epoch": 2.4186046511627906,
"eval_loss": 1.0085170269012451,
"eval_runtime": 10.5319,
"eval_samples_per_second": 11.109,
"eval_steps_per_second": 0.76,
"step": 104
},
{
"epoch": 2.441860465116279,
"grad_norm": 0.06189959496259689,
"learning_rate": 8.275862068965517e-05,
"loss": 0.9259,
"step": 105
},
{
"epoch": 2.441860465116279,
"eval_loss": 1.0085593461990356,
"eval_runtime": 10.501,
"eval_samples_per_second": 11.142,
"eval_steps_per_second": 0.762,
"step": 105
},
{
"epoch": 2.4651162790697674,
"grad_norm": 0.06781314313411713,
"learning_rate": 7.931034482758621e-05,
"loss": 0.945,
"step": 106
},
{
"epoch": 2.4651162790697674,
"eval_loss": 1.0086591243743896,
"eval_runtime": 10.536,
"eval_samples_per_second": 11.105,
"eval_steps_per_second": 0.759,
"step": 106
},
{
"epoch": 2.488372093023256,
"grad_norm": 0.06491964310407639,
"learning_rate": 7.586206896551724e-05,
"loss": 0.948,
"step": 107
},
{
"epoch": 2.488372093023256,
"eval_loss": 1.0086618661880493,
"eval_runtime": 10.5398,
"eval_samples_per_second": 11.101,
"eval_steps_per_second": 0.759,
"step": 107
},
{
"epoch": 2.511627906976744,
"grad_norm": 0.13770791888237,
"learning_rate": 7.241379310344828e-05,
"loss": 0.9631,
"step": 108
},
{
"epoch": 2.511627906976744,
"eval_loss": 1.008668303489685,
"eval_runtime": 10.4916,
"eval_samples_per_second": 11.152,
"eval_steps_per_second": 0.763,
"step": 108
},
{
"epoch": 2.5348837209302326,
"grad_norm": 0.06982796639204025,
"learning_rate": 6.896551724137931e-05,
"loss": 0.9315,
"step": 109
},
{
"epoch": 2.5348837209302326,
"eval_loss": 1.008758783340454,
"eval_runtime": 10.4002,
"eval_samples_per_second": 11.25,
"eval_steps_per_second": 0.769,
"step": 109
},
{
"epoch": 2.558139534883721,
"grad_norm": 0.06349999457597733,
"learning_rate": 6.551724137931034e-05,
"loss": 0.9433,
"step": 110
},
{
"epoch": 2.558139534883721,
"eval_loss": 1.0088914632797241,
"eval_runtime": 10.5022,
"eval_samples_per_second": 11.141,
"eval_steps_per_second": 0.762,
"step": 110
},
{
"epoch": 2.5813953488372094,
"grad_norm": 0.06294334679841995,
"learning_rate": 6.206896551724138e-05,
"loss": 0.9484,
"step": 111
},
{
"epoch": 2.5813953488372094,
"eval_loss": 1.0089675188064575,
"eval_runtime": 10.4932,
"eval_samples_per_second": 11.15,
"eval_steps_per_second": 0.762,
"step": 111
},
{
"epoch": 2.604651162790698,
"grad_norm": 0.06499718874692917,
"learning_rate": 5.862068965517241e-05,
"loss": 0.9519,
"step": 112
},
{
"epoch": 2.604651162790698,
"eval_loss": 1.0090423822402954,
"eval_runtime": 10.5478,
"eval_samples_per_second": 11.092,
"eval_steps_per_second": 0.758,
"step": 112
},
{
"epoch": 2.6279069767441863,
"grad_norm": 0.06928952783346176,
"learning_rate": 5.517241379310345e-05,
"loss": 0.9551,
"step": 113
},
{
"epoch": 2.6279069767441863,
"eval_loss": 1.008984923362732,
"eval_runtime": 10.493,
"eval_samples_per_second": 11.15,
"eval_steps_per_second": 0.762,
"step": 113
},
{
"epoch": 2.6511627906976747,
"grad_norm": 0.06725452095270157,
"learning_rate": 5.172413793103449e-05,
"loss": 0.9404,
"step": 114
},
{
"epoch": 2.6511627906976747,
"eval_loss": 1.0089396238327026,
"eval_runtime": 10.479,
"eval_samples_per_second": 11.165,
"eval_steps_per_second": 0.763,
"step": 114
},
{
"epoch": 2.6744186046511627,
"grad_norm": 0.06509212404489517,
"learning_rate": 4.827586206896552e-05,
"loss": 0.9377,
"step": 115
},
{
"epoch": 2.6744186046511627,
"eval_loss": 1.0088380575180054,
"eval_runtime": 10.4542,
"eval_samples_per_second": 11.192,
"eval_steps_per_second": 0.765,
"step": 115
},
{
"epoch": 2.697674418604651,
"grad_norm": 0.06430088728666306,
"learning_rate": 4.482758620689655e-05,
"loss": 0.9447,
"step": 116
},
{
"epoch": 2.697674418604651,
"eval_loss": 1.008760929107666,
"eval_runtime": 10.529,
"eval_samples_per_second": 11.112,
"eval_steps_per_second": 0.76,
"step": 116
},
{
"epoch": 2.7209302325581395,
"grad_norm": 0.07184050977230072,
"learning_rate": 4.1379310344827587e-05,
"loss": 0.9608,
"step": 117
},
{
"epoch": 2.7209302325581395,
"eval_loss": 1.0085643529891968,
"eval_runtime": 10.5269,
"eval_samples_per_second": 11.114,
"eval_steps_per_second": 0.76,
"step": 117
},
{
"epoch": 2.744186046511628,
"grad_norm": 0.06626931577920914,
"learning_rate": 3.793103448275862e-05,
"loss": 0.9459,
"step": 118
},
{
"epoch": 2.744186046511628,
"eval_loss": 1.008436918258667,
"eval_runtime": 10.526,
"eval_samples_per_second": 11.115,
"eval_steps_per_second": 0.76,
"step": 118
},
{
"epoch": 2.7674418604651163,
"grad_norm": 0.07003094255924225,
"learning_rate": 3.4482758620689657e-05,
"loss": 0.9601,
"step": 119
},
{
"epoch": 2.7674418604651163,
"eval_loss": 1.0083117485046387,
"eval_runtime": 10.6067,
"eval_samples_per_second": 11.031,
"eval_steps_per_second": 0.754,
"step": 119
},
{
"epoch": 2.7906976744186047,
"grad_norm": 0.06969019770622253,
"learning_rate": 3.103448275862069e-05,
"loss": 0.9154,
"step": 120
},
{
"epoch": 2.7906976744186047,
"eval_loss": 1.0082221031188965,
"eval_runtime": 10.5347,
"eval_samples_per_second": 11.106,
"eval_steps_per_second": 0.759,
"step": 120
}
],
"logging_steps": 1,
"max_steps": 129,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 10,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 4.40434490867712e+16,
"train_batch_size": 32,
"trial_name": null,
"trial_params": null
}