| { |
| "best_global_step": null, |
| "best_metric": null, |
| "best_model_checkpoint": null, |
| "epoch": 5.0, |
| "eval_steps": 50, |
| "global_step": 765, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 0.06568144499178982, |
| "grad_norm": 23.778915405273438, |
| "learning_rate": 1.1688311688311688e-05, |
| "loss": 11.1593, |
| "step": 10 |
| }, |
| { |
| "epoch": 0.13136288998357964, |
| "grad_norm": 16.608760833740234, |
| "learning_rate": 2.4675324675324678e-05, |
| "loss": 8.0129, |
| "step": 20 |
| }, |
| { |
| "epoch": 0.19704433497536947, |
| "grad_norm": 1.3987914323806763, |
| "learning_rate": 3.7662337662337665e-05, |
| "loss": 1.6387, |
| "step": 30 |
| }, |
| { |
| "epoch": 0.2627257799671593, |
| "grad_norm": 1.8992557525634766, |
| "learning_rate": 5.064935064935065e-05, |
| "loss": 0.4754, |
| "step": 40 |
| }, |
| { |
| "epoch": 0.3284072249589491, |
| "grad_norm": 0.8001347780227661, |
| "learning_rate": 6.363636363636364e-05, |
| "loss": 0.4542, |
| "step": 50 |
| }, |
| { |
| "epoch": 0.3284072249589491, |
| "eval_loss": 0.4499332308769226, |
| "eval_runtime": 758.3241, |
| "eval_samples_per_second": 20.188, |
| "eval_steps_per_second": 0.316, |
| "step": 50 |
| }, |
| { |
| "epoch": 0.39408866995073893, |
| "grad_norm": 0.47190120816230774, |
| "learning_rate": 7.662337662337662e-05, |
| "loss": 0.4372, |
| "step": 60 |
| }, |
| { |
| "epoch": 0.45977011494252873, |
| "grad_norm": 0.5638025403022766, |
| "learning_rate": 8.961038961038961e-05, |
| "loss": 0.4289, |
| "step": 70 |
| }, |
| { |
| "epoch": 0.5254515599343186, |
| "grad_norm": 0.4038947522640228, |
| "learning_rate": 9.999791493378921e-05, |
| "loss": 0.4059, |
| "step": 80 |
| }, |
| { |
| "epoch": 0.5911330049261084, |
| "grad_norm": 0.17405395209789276, |
| "learning_rate": 9.992495587429129e-05, |
| "loss": 0.4065, |
| "step": 90 |
| }, |
| { |
| "epoch": 0.6568144499178982, |
| "grad_norm": 0.2470746487379074, |
| "learning_rate": 9.97479173391143e-05, |
| "loss": 0.392, |
| "step": 100 |
| }, |
| { |
| "epoch": 0.6568144499178982, |
| "eval_loss": 0.3926284909248352, |
| "eval_runtime": 757.2757, |
| "eval_samples_per_second": 20.216, |
| "eval_steps_per_second": 0.317, |
| "step": 100 |
| }, |
| { |
| "epoch": 0.722495894909688, |
| "grad_norm": 0.3697839081287384, |
| "learning_rate": 9.946716840375551e-05, |
| "loss": 0.4104, |
| "step": 110 |
| }, |
| { |
| "epoch": 0.7881773399014779, |
| "grad_norm": 0.4284563362598419, |
| "learning_rate": 9.908329435069495e-05, |
| "loss": 0.4002, |
| "step": 120 |
| }, |
| { |
| "epoch": 0.8538587848932676, |
| "grad_norm": 0.23430955410003662, |
| "learning_rate": 9.859709544924624e-05, |
| "loss": 0.3943, |
| "step": 130 |
| }, |
| { |
| "epoch": 0.9195402298850575, |
| "grad_norm": 0.2440187633037567, |
| "learning_rate": 9.800958528722036e-05, |
| "loss": 0.3891, |
| "step": 140 |
| }, |
| { |
| "epoch": 0.9852216748768473, |
| "grad_norm": 0.1979193389415741, |
| "learning_rate": 9.732198865788047e-05, |
| "loss": 0.3933, |
| "step": 150 |
| }, |
| { |
| "epoch": 0.9852216748768473, |
| "eval_loss": 0.3885968029499054, |
| "eval_runtime": 757.125, |
| "eval_samples_per_second": 20.22, |
| "eval_steps_per_second": 0.317, |
| "step": 150 |
| }, |
| { |
| "epoch": 1.0459770114942528, |
| "grad_norm": 0.2124597281217575, |
| "learning_rate": 9.653573900659292e-05, |
| "loss": 0.3817, |
| "step": 160 |
| }, |
| { |
| "epoch": 1.1116584564860428, |
| "grad_norm": 0.14501869678497314, |
| "learning_rate": 9.56524754424971e-05, |
| "loss": 0.3808, |
| "step": 170 |
| }, |
| { |
| "epoch": 1.1773399014778325, |
| "grad_norm": 0.17397305369377136, |
| "learning_rate": 9.467403932142452e-05, |
| "loss": 0.3836, |
| "step": 180 |
| }, |
| { |
| "epoch": 1.2430213464696223, |
| "grad_norm": 0.2558547556400299, |
| "learning_rate": 9.360247040719039e-05, |
| "loss": 0.3953, |
| "step": 190 |
| }, |
| { |
| "epoch": 1.3087027914614122, |
| "grad_norm": 0.2716054618358612, |
| "learning_rate": 9.24400026192603e-05, |
| "loss": 0.3696, |
| "step": 200 |
| }, |
| { |
| "epoch": 1.3087027914614122, |
| "eval_loss": 0.38374823331832886, |
| "eval_runtime": 757.3043, |
| "eval_samples_per_second": 20.215, |
| "eval_steps_per_second": 0.317, |
| "step": 200 |
| }, |
| { |
| "epoch": 1.374384236453202, |
| "grad_norm": 0.36536920070648193, |
| "learning_rate": 9.118905937565722e-05, |
| "loss": 0.3876, |
| "step": 210 |
| }, |
| { |
| "epoch": 1.4400656814449917, |
| "grad_norm": 0.390596479177475, |
| "learning_rate": 8.985224854081726e-05, |
| "loss": 0.3896, |
| "step": 220 |
| }, |
| { |
| "epoch": 1.5057471264367817, |
| "grad_norm": 0.31378212571144104, |
| "learning_rate": 8.84323569889266e-05, |
| "loss": 0.3921, |
| "step": 230 |
| }, |
| { |
| "epoch": 1.5714285714285714, |
| "grad_norm": 0.21976451575756073, |
| "learning_rate": 8.693234479407353e-05, |
| "loss": 0.3734, |
| "step": 240 |
| }, |
| { |
| "epoch": 1.6371100164203614, |
| "grad_norm": 0.20274367928504944, |
| "learning_rate": 8.535533905932738e-05, |
| "loss": 0.3711, |
| "step": 250 |
| }, |
| { |
| "epoch": 1.6371100164203614, |
| "eval_loss": 0.3857766389846802, |
| "eval_runtime": 757.2508, |
| "eval_samples_per_second": 20.217, |
| "eval_steps_per_second": 0.317, |
| "step": 250 |
| }, |
| { |
| "epoch": 1.702791461412151, |
| "grad_norm": 0.3137906491756439, |
| "learning_rate": 8.370462739760923e-05, |
| "loss": 0.3761, |
| "step": 260 |
| }, |
| { |
| "epoch": 1.7684729064039408, |
| "grad_norm": 0.5217385292053223, |
| "learning_rate": 8.198365107794457e-05, |
| "loss": 0.3783, |
| "step": 270 |
| }, |
| { |
| "epoch": 1.8341543513957306, |
| "grad_norm": 0.21547040343284607, |
| "learning_rate": 8.019599785138635e-05, |
| "loss": 0.379, |
| "step": 280 |
| }, |
| { |
| "epoch": 1.8998357963875205, |
| "grad_norm": 0.22457750141620636, |
| "learning_rate": 7.834539447156424e-05, |
| "loss": 0.3797, |
| "step": 290 |
| }, |
| { |
| "epoch": 1.9655172413793105, |
| "grad_norm": 0.24211543798446655, |
| "learning_rate": 7.643569892545267e-05, |
| "loss": 0.3776, |
| "step": 300 |
| }, |
| { |
| "epoch": 1.9655172413793105, |
| "eval_loss": 0.3805686831474304, |
| "eval_runtime": 757.2414, |
| "eval_samples_per_second": 20.217, |
| "eval_steps_per_second": 0.317, |
| "step": 300 |
| }, |
| { |
| "epoch": 2.026272577996716, |
| "grad_norm": 0.4717698097229004, |
| "learning_rate": 7.447089239055428e-05, |
| "loss": 0.3699, |
| "step": 310 |
| }, |
| { |
| "epoch": 2.0919540229885056, |
| "grad_norm": 0.1722123920917511, |
| "learning_rate": 7.245507093526574e-05, |
| "loss": 0.376, |
| "step": 320 |
| }, |
| { |
| "epoch": 2.1576354679802954, |
| "grad_norm": 0.23734314739704132, |
| "learning_rate": 7.039243697972857e-05, |
| "loss": 0.3661, |
| "step": 330 |
| }, |
| { |
| "epoch": 2.2233169129720856, |
| "grad_norm": 0.2563398778438568, |
| "learning_rate": 6.828729053496629e-05, |
| "loss": 0.3654, |
| "step": 340 |
| }, |
| { |
| "epoch": 2.2889983579638753, |
| "grad_norm": 0.4312366247177124, |
| "learning_rate": 6.614402023857232e-05, |
| "loss": 0.363, |
| "step": 350 |
| }, |
| { |
| "epoch": 2.2889983579638753, |
| "eval_loss": 0.39721259474754333, |
| "eval_runtime": 758.0462, |
| "eval_samples_per_second": 20.195, |
| "eval_steps_per_second": 0.317, |
| "step": 350 |
| }, |
| { |
| "epoch": 2.354679802955665, |
| "grad_norm": 0.3123910427093506, |
| "learning_rate": 6.39670942056362e-05, |
| "loss": 0.3656, |
| "step": 360 |
| }, |
| { |
| "epoch": 2.4203612479474548, |
| "grad_norm": 0.43575626611709595, |
| "learning_rate": 6.17610507139818e-05, |
| "loss": 0.3662, |
| "step": 370 |
| }, |
| { |
| "epoch": 2.4860426929392445, |
| "grad_norm": 0.2875679135322571, |
| "learning_rate": 5.9530488743135746e-05, |
| "loss": 0.3648, |
| "step": 380 |
| }, |
| { |
| "epoch": 2.5517241379310347, |
| "grad_norm": 0.2927298843860626, |
| "learning_rate": 5.728005838675025e-05, |
| "loss": 0.3704, |
| "step": 390 |
| }, |
| { |
| "epoch": 2.6174055829228244, |
| "grad_norm": 0.20038872957229614, |
| "learning_rate": 5.5014451158466975e-05, |
| "loss": 0.3725, |
| "step": 400 |
| }, |
| { |
| "epoch": 2.6174055829228244, |
| "eval_loss": 0.39082425832748413, |
| "eval_runtime": 757.7828, |
| "eval_samples_per_second": 20.202, |
| "eval_steps_per_second": 0.317, |
| "step": 400 |
| }, |
| { |
| "epoch": 2.683087027914614, |
| "grad_norm": 0.3112049996852875, |
| "learning_rate": 5.273839021143218e-05, |
| "loss": 0.3534, |
| "step": 410 |
| }, |
| { |
| "epoch": 2.748768472906404, |
| "grad_norm": 0.3891284167766571, |
| "learning_rate": 5.045662049185229e-05, |
| "loss": 0.3662, |
| "step": 420 |
| }, |
| { |
| "epoch": 2.8144499178981937, |
| "grad_norm": 0.25988757610321045, |
| "learning_rate": 4.817389884711705e-05, |
| "loss": 0.37, |
| "step": 430 |
| }, |
| { |
| "epoch": 2.8801313628899834, |
| "grad_norm": 0.23573455214500427, |
| "learning_rate": 4.589498410911215e-05, |
| "loss": 0.3638, |
| "step": 440 |
| }, |
| { |
| "epoch": 2.945812807881773, |
| "grad_norm": 0.4288446605205536, |
| "learning_rate": 4.362462717339461e-05, |
| "loss": 0.3638, |
| "step": 450 |
| }, |
| { |
| "epoch": 2.945812807881773, |
| "eval_loss": 0.38178473711013794, |
| "eval_runtime": 757.5923, |
| "eval_samples_per_second": 20.207, |
| "eval_steps_per_second": 0.317, |
| "step": 450 |
| }, |
| { |
| "epoch": 3.006568144499179, |
| "grad_norm": 0.38512226939201355, |
| "learning_rate": 4.1367561094913335e-05, |
| "loss": 0.3559, |
| "step": 460 |
| }, |
| { |
| "epoch": 3.0722495894909687, |
| "grad_norm": 0.44673025608062744, |
| "learning_rate": 3.9128491220922156e-05, |
| "loss": 0.345, |
| "step": 470 |
| }, |
| { |
| "epoch": 3.1379310344827585, |
| "grad_norm": 0.36454498767852783, |
| "learning_rate": 3.6912085381655734e-05, |
| "loss": 0.3487, |
| "step": 480 |
| }, |
| { |
| "epoch": 3.2036124794745486, |
| "grad_norm": 0.59967041015625, |
| "learning_rate": 3.472296415921783e-05, |
| "loss": 0.3549, |
| "step": 490 |
| }, |
| { |
| "epoch": 3.2692939244663384, |
| "grad_norm": 0.3978519141674042, |
| "learning_rate": 3.256569125496858e-05, |
| "loss": 0.351, |
| "step": 500 |
| }, |
| { |
| "epoch": 3.2692939244663384, |
| "eval_loss": 0.3886831998825073, |
| "eval_runtime": 757.7412, |
| "eval_samples_per_second": 20.203, |
| "eval_steps_per_second": 0.317, |
| "step": 500 |
| }, |
| { |
| "epoch": 3.334975369458128, |
| "grad_norm": 0.4203931987285614, |
| "learning_rate": 3.0444763975492208e-05, |
| "loss": 0.3495, |
| "step": 510 |
| }, |
| { |
| "epoch": 3.400656814449918, |
| "grad_norm": 0.5428864359855652, |
| "learning_rate": 2.836460385697911e-05, |
| "loss": 0.3498, |
| "step": 520 |
| }, |
| { |
| "epoch": 3.4663382594417076, |
| "grad_norm": 0.45395535230636597, |
| "learning_rate": 2.6329547447567836e-05, |
| "loss": 0.3479, |
| "step": 530 |
| }, |
| { |
| "epoch": 3.5320197044334973, |
| "grad_norm": 0.5014253854751587, |
| "learning_rate": 2.4343837266863246e-05, |
| "loss": 0.3393, |
| "step": 540 |
| }, |
| { |
| "epoch": 3.5977011494252875, |
| "grad_norm": 0.6780768632888794, |
| "learning_rate": 2.24116129614777e-05, |
| "loss": 0.3458, |
| "step": 550 |
| }, |
| { |
| "epoch": 3.5977011494252875, |
| "eval_loss": 0.39063215255737305, |
| "eval_runtime": 757.4915, |
| "eval_samples_per_second": 20.21, |
| "eval_steps_per_second": 0.317, |
| "step": 550 |
| }, |
| { |
| "epoch": 3.6633825944170773, |
| "grad_norm": 0.40080639719963074, |
| "learning_rate": 2.0536902675033548e-05, |
| "loss": 0.3509, |
| "step": 560 |
| }, |
| { |
| "epoch": 3.729064039408867, |
| "grad_norm": 0.38429707288742065, |
| "learning_rate": 1.8723614650617723e-05, |
| "loss": 0.3429, |
| "step": 570 |
| }, |
| { |
| "epoch": 3.7947454844006567, |
| "grad_norm": 0.46875861287117004, |
| "learning_rate": 1.697552908319553e-05, |
| "loss": 0.3433, |
| "step": 580 |
| }, |
| { |
| "epoch": 3.8604269293924465, |
| "grad_norm": 0.35113444924354553, |
| "learning_rate": 1.5296290238968303e-05, |
| "loss": 0.341, |
| "step": 590 |
| }, |
| { |
| "epoch": 3.9261083743842367, |
| "grad_norm": 0.4000733494758606, |
| "learning_rate": 1.3689398858104751e-05, |
| "loss": 0.3426, |
| "step": 600 |
| }, |
| { |
| "epoch": 3.9261083743842367, |
| "eval_loss": 0.38916587829589844, |
| "eval_runtime": 757.8418, |
| "eval_samples_per_second": 20.201, |
| "eval_steps_per_second": 0.317, |
| "step": 600 |
| }, |
| { |
| "epoch": 3.9917898193760264, |
| "grad_norm": 0.5007103681564331, |
| "learning_rate": 1.2158204856683176e-05, |
| "loss": 0.3432, |
| "step": 610 |
| }, |
| { |
| "epoch": 4.052545155993432, |
| "grad_norm": 0.5261009931564331, |
| "learning_rate": 1.0705900343059855e-05, |
| "loss": 0.32, |
| "step": 620 |
| }, |
| { |
| "epoch": 4.1182266009852215, |
| "grad_norm": 0.5950102806091309, |
| "learning_rate": 9.335512963221732e-06, |
| "loss": 0.3169, |
| "step": 630 |
| }, |
| { |
| "epoch": 4.183908045977011, |
| "grad_norm": 0.8160276412963867, |
| "learning_rate": 8.049899588997244e-06, |
| "loss": 0.3324, |
| "step": 640 |
| }, |
| { |
| "epoch": 4.249589490968801, |
| "grad_norm": 0.6215735673904419, |
| "learning_rate": 6.851740362282788e-06, |
| "loss": 0.3216, |
| "step": 650 |
| }, |
| { |
| "epoch": 4.249589490968801, |
| "eval_loss": 0.4052900969982147, |
| "eval_runtime": 757.6371, |
| "eval_samples_per_second": 20.206, |
| "eval_steps_per_second": 0.317, |
| "step": 650 |
| }, |
| { |
| "epoch": 4.315270935960591, |
| "grad_norm": 0.7963327169418335, |
| "learning_rate": 5.743533107701593e-06, |
| "loss": 0.3218, |
| "step": 660 |
| }, |
| { |
| "epoch": 4.380952380952381, |
| "grad_norm": 0.5660962462425232, |
| "learning_rate": 4.727588125342669e-06, |
| "loss": 0.3213, |
| "step": 670 |
| }, |
| { |
| "epoch": 4.446633825944171, |
| "grad_norm": 0.7453513145446777, |
| "learning_rate": 3.8060233744356633e-06, |
| "loss": 0.326, |
| "step": 680 |
| }, |
| { |
| "epoch": 4.512315270935961, |
| "grad_norm": 0.7786881923675537, |
| "learning_rate": 2.9807600580021634e-06, |
| "loss": 0.3132, |
| "step": 690 |
| }, |
| { |
| "epoch": 4.577996715927751, |
| "grad_norm": 0.8105347156524658, |
| "learning_rate": 2.253518617688377e-06, |
| "loss": 0.3219, |
| "step": 700 |
| }, |
| { |
| "epoch": 4.577996715927751, |
| "eval_loss": 0.4105878174304962, |
| "eval_runtime": 757.7357, |
| "eval_samples_per_second": 20.204, |
| "eval_steps_per_second": 0.317, |
| "step": 700 |
| }, |
| { |
| "epoch": 4.64367816091954, |
| "grad_norm": 0.7195111513137817, |
| "learning_rate": 1.6258151471287396e-06, |
| "loss": 0.3172, |
| "step": 710 |
| }, |
| { |
| "epoch": 4.70935960591133, |
| "grad_norm": 0.8316687345504761, |
| "learning_rate": 1.0989582313175374e-06, |
| "loss": 0.3301, |
| "step": 720 |
| }, |
| { |
| "epoch": 4.77504105090312, |
| "grad_norm": 0.8696787357330322, |
| "learning_rate": 6.74046218577673e-07, |
| "loss": 0.3231, |
| "step": 730 |
| }, |
| { |
| "epoch": 4.8407224958949095, |
| "grad_norm": 0.7424209117889404, |
| "learning_rate": 3.5196493081366967e-07, |
| "loss": 0.3222, |
| "step": 740 |
| }, |
| { |
| "epoch": 4.906403940886699, |
| "grad_norm": 0.7921685576438904, |
| "learning_rate": 1.333858168224178e-07, |
| "loss": 0.318, |
| "step": 750 |
| }, |
| { |
| "epoch": 4.906403940886699, |
| "eval_loss": 0.40994852781295776, |
| "eval_runtime": 757.7888, |
| "eval_samples_per_second": 20.202, |
| "eval_steps_per_second": 0.317, |
| "step": 750 |
| }, |
| { |
| "epoch": 4.972085385878489, |
| "grad_norm": 0.7382909655570984, |
| "learning_rate": 1.8764552511485457e-08, |
| "loss": 0.3227, |
| "step": 760 |
| }, |
| { |
| "epoch": 5.0, |
| "step": 765, |
| "total_flos": 1.0568745850559791e+19, |
| "train_loss": 0.6214593920053221, |
| "train_runtime": 42475.8289, |
| "train_samples_per_second": 4.583, |
| "train_steps_per_second": 0.018 |
| } |
| ], |
| "logging_steps": 10, |
| "max_steps": 765, |
| "num_input_tokens_seen": 0, |
| "num_train_epochs": 5, |
| "save_steps": 50, |
| "stateful_callbacks": { |
| "TrainerControl": { |
| "args": { |
| "should_epoch_stop": false, |
| "should_evaluate": false, |
| "should_log": false, |
| "should_save": true, |
| "should_training_stop": true |
| }, |
| "attributes": {} |
| } |
| }, |
| "total_flos": 1.0568745850559791e+19, |
| "train_batch_size": 8, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|