0x1202's picture
Training in progress, step 100, checkpoint
11c525b verified
{
"best_metric": 11.921051025390625,
"best_model_checkpoint": "miner_id_24/checkpoint-100",
"epoch": 0.4672897196261682,
"eval_steps": 25,
"global_step": 100,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.004672897196261682,
"grad_norm": 0.012287290766835213,
"learning_rate": 2.9999999999999997e-05,
"loss": 11.9336,
"step": 1
},
{
"epoch": 0.004672897196261682,
"eval_loss": 11.933741569519043,
"eval_runtime": 0.3116,
"eval_samples_per_second": 160.464,
"eval_steps_per_second": 22.465,
"step": 1
},
{
"epoch": 0.009345794392523364,
"grad_norm": 0.007687127683311701,
"learning_rate": 5.9999999999999995e-05,
"loss": 11.9349,
"step": 2
},
{
"epoch": 0.014018691588785047,
"grad_norm": 0.011557426303625107,
"learning_rate": 8.999999999999999e-05,
"loss": 11.9336,
"step": 3
},
{
"epoch": 0.018691588785046728,
"grad_norm": 0.0096749821677804,
"learning_rate": 0.00011999999999999999,
"loss": 11.9343,
"step": 4
},
{
"epoch": 0.02336448598130841,
"grad_norm": 0.011569755151867867,
"learning_rate": 0.00015,
"loss": 11.9332,
"step": 5
},
{
"epoch": 0.028037383177570093,
"grad_norm": 0.009253166615962982,
"learning_rate": 0.00017999999999999998,
"loss": 11.9324,
"step": 6
},
{
"epoch": 0.03271028037383177,
"grad_norm": 0.014671793207526207,
"learning_rate": 0.00020999999999999998,
"loss": 11.9335,
"step": 7
},
{
"epoch": 0.037383177570093455,
"grad_norm": 0.009677017107605934,
"learning_rate": 0.00023999999999999998,
"loss": 11.9347,
"step": 8
},
{
"epoch": 0.04205607476635514,
"grad_norm": 0.010931613855063915,
"learning_rate": 0.00027,
"loss": 11.9333,
"step": 9
},
{
"epoch": 0.04672897196261682,
"grad_norm": 0.007789121475070715,
"learning_rate": 0.0003,
"loss": 11.9356,
"step": 10
},
{
"epoch": 0.0514018691588785,
"grad_norm": 0.01007977407425642,
"learning_rate": 0.0002999794957488703,
"loss": 11.933,
"step": 11
},
{
"epoch": 0.056074766355140186,
"grad_norm": 0.011012083850800991,
"learning_rate": 0.0002999179886011389,
"loss": 11.9328,
"step": 12
},
{
"epoch": 0.06074766355140187,
"grad_norm": 0.011678499169647694,
"learning_rate": 0.0002998154953722457,
"loss": 11.934,
"step": 13
},
{
"epoch": 0.06542056074766354,
"grad_norm": 0.00791614968329668,
"learning_rate": 0.00029967204408281613,
"loss": 11.9359,
"step": 14
},
{
"epoch": 0.07009345794392523,
"grad_norm": 0.011806285940110683,
"learning_rate": 0.00029948767395100045,
"loss": 11.9335,
"step": 15
},
{
"epoch": 0.07476635514018691,
"grad_norm": 0.013282974250614643,
"learning_rate": 0.0002992624353817517,
"loss": 11.9321,
"step": 16
},
{
"epoch": 0.0794392523364486,
"grad_norm": 0.010643936693668365,
"learning_rate": 0.0002989963899530457,
"loss": 11.9329,
"step": 17
},
{
"epoch": 0.08411214953271028,
"grad_norm": 0.009988749399781227,
"learning_rate": 0.00029868961039904624,
"loss": 11.9339,
"step": 18
},
{
"epoch": 0.08878504672897196,
"grad_norm": 0.012497678399085999,
"learning_rate": 0.00029834218059022024,
"loss": 11.933,
"step": 19
},
{
"epoch": 0.09345794392523364,
"grad_norm": 0.01283989381045103,
"learning_rate": 0.00029795419551040833,
"loss": 11.9325,
"step": 20
},
{
"epoch": 0.09813084112149532,
"grad_norm": 0.011552334763109684,
"learning_rate": 0.00029752576123085736,
"loss": 11.9321,
"step": 21
},
{
"epoch": 0.102803738317757,
"grad_norm": 0.012469599023461342,
"learning_rate": 0.0002970569948812214,
"loss": 11.9342,
"step": 22
},
{
"epoch": 0.10747663551401869,
"grad_norm": 0.013510530814528465,
"learning_rate": 0.0002965480246175399,
"loss": 11.9341,
"step": 23
},
{
"epoch": 0.11214953271028037,
"grad_norm": 0.015959424898028374,
"learning_rate": 0.0002959989895872009,
"loss": 11.9338,
"step": 24
},
{
"epoch": 0.11682242990654206,
"grad_norm": 0.017688067629933357,
"learning_rate": 0.0002954100398908995,
"loss": 11.9333,
"step": 25
},
{
"epoch": 0.11682242990654206,
"eval_loss": 11.932760238647461,
"eval_runtime": 0.3111,
"eval_samples_per_second": 160.696,
"eval_steps_per_second": 22.497,
"step": 25
},
{
"epoch": 0.12149532710280374,
"grad_norm": 0.018132586032152176,
"learning_rate": 0.0002947813365416023,
"loss": 11.9355,
"step": 26
},
{
"epoch": 0.1261682242990654,
"grad_norm": 0.01555582694709301,
"learning_rate": 0.0002941130514205272,
"loss": 11.9327,
"step": 27
},
{
"epoch": 0.1308411214953271,
"grad_norm": 0.010587092489004135,
"learning_rate": 0.0002934053672301536,
"loss": 11.9306,
"step": 28
},
{
"epoch": 0.13551401869158877,
"grad_norm": 0.016130341216921806,
"learning_rate": 0.00029265847744427303,
"loss": 11.934,
"step": 29
},
{
"epoch": 0.14018691588785046,
"grad_norm": 0.016748711466789246,
"learning_rate": 0.00029187258625509513,
"loss": 11.9327,
"step": 30
},
{
"epoch": 0.14485981308411214,
"grad_norm": 0.02337314747273922,
"learning_rate": 0.00029104790851742417,
"loss": 11.9312,
"step": 31
},
{
"epoch": 0.14953271028037382,
"grad_norm": 0.031070569530129433,
"learning_rate": 0.0002901846696899191,
"loss": 11.931,
"step": 32
},
{
"epoch": 0.1542056074766355,
"grad_norm": 0.030112041160464287,
"learning_rate": 0.00028928310577345606,
"loss": 11.931,
"step": 33
},
{
"epoch": 0.1588785046728972,
"grad_norm": 0.025763792917132378,
"learning_rate": 0.0002883434632466077,
"loss": 11.9341,
"step": 34
},
{
"epoch": 0.16355140186915887,
"grad_norm": 0.020702293142676353,
"learning_rate": 0.00028736599899825856,
"loss": 11.9302,
"step": 35
},
{
"epoch": 0.16822429906542055,
"grad_norm": 0.032018788158893585,
"learning_rate": 0.00028635098025737434,
"loss": 11.9305,
"step": 36
},
{
"epoch": 0.17289719626168223,
"grad_norm": 0.03408855199813843,
"learning_rate": 0.00028529868451994384,
"loss": 11.9297,
"step": 37
},
{
"epoch": 0.17757009345794392,
"grad_norm": 0.03538135811686516,
"learning_rate": 0.0002842093994731145,
"loss": 11.9297,
"step": 38
},
{
"epoch": 0.1822429906542056,
"grad_norm": 0.042890459299087524,
"learning_rate": 0.00028308342291654174,
"loss": 11.931,
"step": 39
},
{
"epoch": 0.18691588785046728,
"grad_norm": 0.04696235433220863,
"learning_rate": 0.00028192106268097334,
"loss": 11.9326,
"step": 40
},
{
"epoch": 0.19158878504672897,
"grad_norm": 0.04607512429356575,
"learning_rate": 0.00028072263654409154,
"loss": 11.9304,
"step": 41
},
{
"epoch": 0.19626168224299065,
"grad_norm": 0.059835415333509445,
"learning_rate": 0.0002794884721436361,
"loss": 11.9319,
"step": 42
},
{
"epoch": 0.20093457943925233,
"grad_norm": 0.041718047112226486,
"learning_rate": 0.00027821890688783083,
"loss": 11.9292,
"step": 43
},
{
"epoch": 0.205607476635514,
"grad_norm": 0.06262337416410446,
"learning_rate": 0.0002769142878631403,
"loss": 11.9337,
"step": 44
},
{
"epoch": 0.2102803738317757,
"grad_norm": 0.054845791310071945,
"learning_rate": 0.00027557497173937923,
"loss": 11.9268,
"step": 45
},
{
"epoch": 0.21495327102803738,
"grad_norm": 0.0817423015832901,
"learning_rate": 0.000274201324672203,
"loss": 11.9276,
"step": 46
},
{
"epoch": 0.21962616822429906,
"grad_norm": 0.0744045227766037,
"learning_rate": 0.00027279372220300385,
"loss": 11.9311,
"step": 47
},
{
"epoch": 0.22429906542056074,
"grad_norm": 0.092995785176754,
"learning_rate": 0.0002713525491562421,
"loss": 11.9277,
"step": 48
},
{
"epoch": 0.22897196261682243,
"grad_norm": 0.07758913189172745,
"learning_rate": 0.00026987819953423867,
"loss": 11.929,
"step": 49
},
{
"epoch": 0.2336448598130841,
"grad_norm": 0.0959334447979927,
"learning_rate": 0.00026837107640945905,
"loss": 11.932,
"step": 50
},
{
"epoch": 0.2336448598130841,
"eval_loss": 11.926326751708984,
"eval_runtime": 0.309,
"eval_samples_per_second": 161.815,
"eval_steps_per_second": 22.654,
"step": 50
},
{
"epoch": 0.2383177570093458,
"grad_norm": 0.0555480420589447,
"learning_rate": 0.0002668315918143169,
"loss": 11.9239,
"step": 51
},
{
"epoch": 0.24299065420560748,
"grad_norm": 0.03427752107381821,
"learning_rate": 0.00026526016662852886,
"loss": 11.9273,
"step": 52
},
{
"epoch": 0.24766355140186916,
"grad_norm": 0.051935601979494095,
"learning_rate": 0.00026365723046405023,
"loss": 11.9254,
"step": 53
},
{
"epoch": 0.2523364485981308,
"grad_norm": 0.05068502947688103,
"learning_rate": 0.0002620232215476231,
"loss": 11.9243,
"step": 54
},
{
"epoch": 0.2570093457943925,
"grad_norm": 0.042215969413518906,
"learning_rate": 0.0002603585866009697,
"loss": 11.9256,
"step": 55
},
{
"epoch": 0.2616822429906542,
"grad_norm": 0.03927940875291824,
"learning_rate": 0.00025866378071866334,
"loss": 11.9255,
"step": 56
},
{
"epoch": 0.26635514018691586,
"grad_norm": 0.041530344635248184,
"learning_rate": 0.00025693926724370956,
"loss": 11.9267,
"step": 57
},
{
"epoch": 0.27102803738317754,
"grad_norm": 0.05640103295445442,
"learning_rate": 0.00025518551764087326,
"loss": 11.9244,
"step": 58
},
{
"epoch": 0.2757009345794392,
"grad_norm": 0.039908554404973984,
"learning_rate": 0.00025340301136778483,
"loss": 11.9261,
"step": 59
},
{
"epoch": 0.2803738317757009,
"grad_norm": 0.03271481394767761,
"learning_rate": 0.00025159223574386114,
"loss": 11.9258,
"step": 60
},
{
"epoch": 0.2850467289719626,
"grad_norm": 0.0314725823700428,
"learning_rate": 0.0002497536858170772,
"loss": 11.9223,
"step": 61
},
{
"epoch": 0.2897196261682243,
"grad_norm": 0.03497527167201042,
"learning_rate": 0.00024788786422862526,
"loss": 11.9226,
"step": 62
},
{
"epoch": 0.29439252336448596,
"grad_norm": 0.03343958035111427,
"learning_rate": 0.00024599528107549745,
"loss": 11.9246,
"step": 63
},
{
"epoch": 0.29906542056074764,
"grad_norm": 0.03223850205540657,
"learning_rate": 0.00024407645377103054,
"loss": 11.9208,
"step": 64
},
{
"epoch": 0.3037383177570093,
"grad_norm": 0.03138720244169235,
"learning_rate": 0.00024213190690345018,
"loss": 11.9224,
"step": 65
},
{
"epoch": 0.308411214953271,
"grad_norm": 0.02842772752046585,
"learning_rate": 0.00024016217209245374,
"loss": 11.9213,
"step": 66
},
{
"epoch": 0.3130841121495327,
"grad_norm": 0.033133890479803085,
"learning_rate": 0.00023816778784387094,
"loss": 11.9225,
"step": 67
},
{
"epoch": 0.3177570093457944,
"grad_norm": 0.032245416194200516,
"learning_rate": 0.0002361492994024415,
"loss": 11.9209,
"step": 68
},
{
"epoch": 0.32242990654205606,
"grad_norm": 0.026734715327620506,
"learning_rate": 0.0002341072586027509,
"loss": 11.925,
"step": 69
},
{
"epoch": 0.32710280373831774,
"grad_norm": 0.025514936074614525,
"learning_rate": 0.00023204222371836405,
"loss": 11.9217,
"step": 70
},
{
"epoch": 0.3317757009345794,
"grad_norm": 0.018397009000182152,
"learning_rate": 0.00022995475930919905,
"loss": 11.9264,
"step": 71
},
{
"epoch": 0.3364485981308411,
"grad_norm": 0.017135081812739372,
"learning_rate": 0.00022784543606718227,
"loss": 11.9244,
"step": 72
},
{
"epoch": 0.3411214953271028,
"grad_norm": 0.02699720673263073,
"learning_rate": 0.00022571483066022657,
"loss": 11.9216,
"step": 73
},
{
"epoch": 0.34579439252336447,
"grad_norm": 0.024376867339015007,
"learning_rate": 0.0002235635255745762,
"loss": 11.9232,
"step": 74
},
{
"epoch": 0.35046728971962615,
"grad_norm": 0.023777619004249573,
"learning_rate": 0.00022139210895556104,
"loss": 11.9243,
"step": 75
},
{
"epoch": 0.35046728971962615,
"eval_loss": 11.921453475952148,
"eval_runtime": 0.3108,
"eval_samples_per_second": 160.851,
"eval_steps_per_second": 22.519,
"step": 75
},
{
"epoch": 0.35514018691588783,
"grad_norm": 0.02467428147792816,
"learning_rate": 0.00021920117444680317,
"loss": 11.9218,
"step": 76
},
{
"epoch": 0.3598130841121495,
"grad_norm": 0.014774040319025517,
"learning_rate": 0.00021699132102792097,
"loss": 11.9219,
"step": 77
},
{
"epoch": 0.3644859813084112,
"grad_norm": 0.01568908616900444,
"learning_rate": 0.0002147631528507739,
"loss": 11.9206,
"step": 78
},
{
"epoch": 0.3691588785046729,
"grad_norm": 0.021154990419745445,
"learning_rate": 0.00021251727907429355,
"loss": 11.9222,
"step": 79
},
{
"epoch": 0.37383177570093457,
"grad_norm": 0.01931612752377987,
"learning_rate": 0.0002102543136979454,
"loss": 11.9229,
"step": 80
},
{
"epoch": 0.37850467289719625,
"grad_norm": 0.02147780731320381,
"learning_rate": 0.0002079748753938678,
"loss": 11.923,
"step": 81
},
{
"epoch": 0.38317757009345793,
"grad_norm": 0.01698346436023712,
"learning_rate": 0.0002056795873377331,
"loss": 11.9215,
"step": 82
},
{
"epoch": 0.3878504672897196,
"grad_norm": 0.021959029138088226,
"learning_rate": 0.00020336907703837748,
"loss": 11.9202,
"step": 83
},
{
"epoch": 0.3925233644859813,
"grad_norm": 0.018221363425254822,
"learning_rate": 0.00020104397616624645,
"loss": 11.9213,
"step": 84
},
{
"epoch": 0.397196261682243,
"grad_norm": 0.014806934632360935,
"learning_rate": 0.00019870492038070252,
"loss": 11.921,
"step": 85
},
{
"epoch": 0.40186915887850466,
"grad_norm": 0.019513826817274094,
"learning_rate": 0.0001963525491562421,
"loss": 11.9189,
"step": 86
},
{
"epoch": 0.40654205607476634,
"grad_norm": 0.01412623468786478,
"learning_rate": 0.0001939875056076697,
"loss": 11.9225,
"step": 87
},
{
"epoch": 0.411214953271028,
"grad_norm": 0.01801372691988945,
"learning_rate": 0.00019161043631427666,
"loss": 11.9201,
"step": 88
},
{
"epoch": 0.4158878504672897,
"grad_norm": 0.019024653360247612,
"learning_rate": 0.00018922199114307294,
"loss": 11.9205,
"step": 89
},
{
"epoch": 0.4205607476635514,
"grad_norm": 0.021895864978432655,
"learning_rate": 0.00018682282307111987,
"loss": 11.9216,
"step": 90
},
{
"epoch": 0.4252336448598131,
"grad_norm": 0.025304431095719337,
"learning_rate": 0.00018441358800701273,
"loss": 11.9214,
"step": 91
},
{
"epoch": 0.42990654205607476,
"grad_norm": 0.0259839054197073,
"learning_rate": 0.00018199494461156203,
"loss": 11.9253,
"step": 92
},
{
"epoch": 0.43457943925233644,
"grad_norm": 0.04013689234852791,
"learning_rate": 0.000179567554117722,
"loss": 11.9211,
"step": 93
},
{
"epoch": 0.4392523364485981,
"grad_norm": 0.032571107149124146,
"learning_rate": 0.00017713208014981648,
"loss": 11.9246,
"step": 94
},
{
"epoch": 0.4439252336448598,
"grad_norm": 0.04223785176873207,
"learning_rate": 0.00017468918854211007,
"loss": 11.9277,
"step": 95
},
{
"epoch": 0.4485981308411215,
"grad_norm": 0.01614546775817871,
"learning_rate": 0.00017223954715677627,
"loss": 11.9202,
"step": 96
},
{
"epoch": 0.4532710280373832,
"grad_norm": 0.05689317733049393,
"learning_rate": 0.00016978382570131034,
"loss": 11.9215,
"step": 97
},
{
"epoch": 0.45794392523364486,
"grad_norm": 0.04419248178601265,
"learning_rate": 0.00016732269554543794,
"loss": 11.9244,
"step": 98
},
{
"epoch": 0.46261682242990654,
"grad_norm": 0.05944395065307617,
"learning_rate": 0.00016485682953756942,
"loss": 11.9218,
"step": 99
},
{
"epoch": 0.4672897196261682,
"grad_norm": 0.05680546537041664,
"learning_rate": 0.00016238690182084986,
"loss": 11.9257,
"step": 100
},
{
"epoch": 0.4672897196261682,
"eval_loss": 11.921051025390625,
"eval_runtime": 0.3127,
"eval_samples_per_second": 159.909,
"eval_steps_per_second": 22.387,
"step": 100
}
],
"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": 1,
"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": false
},
"attributes": {}
}
},
"total_flos": 159262310400.0,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}