{ "best_metric": 0.03381282836198807, "best_model_checkpoint": "saves/psy-course/Llama-3.1-8B-Instruct/train/fold1/checkpoint-1350", "epoch": 4.994228549442093, "eval_steps": 50, "global_step": 3245, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.015390534821085032, "grad_norm": 5.0106048583984375, "learning_rate": 3.0769230769230774e-06, "loss": 1.6199, "step": 10 }, { "epoch": 0.030781069642170065, "grad_norm": 5.837756633758545, "learning_rate": 6.153846153846155e-06, "loss": 1.5918, "step": 20 }, { "epoch": 0.0461716044632551, "grad_norm": 7.694819927215576, "learning_rate": 9.230769230769232e-06, "loss": 1.3184, "step": 30 }, { "epoch": 0.06156213928434013, "grad_norm": 2.596924066543579, "learning_rate": 1.230769230769231e-05, "loss": 0.8797, "step": 40 }, { "epoch": 0.07695267410542517, "grad_norm": 1.5033406019210815, "learning_rate": 1.5384615384615387e-05, "loss": 0.5562, "step": 50 }, { "epoch": 0.07695267410542517, "eval_loss": 0.40699678659439087, "eval_runtime": 185.4981, "eval_samples_per_second": 6.232, "eval_steps_per_second": 6.232, "step": 50 }, { "epoch": 0.0923432089265102, "grad_norm": 0.904315173625946, "learning_rate": 1.8461538461538465e-05, "loss": 0.3409, "step": 60 }, { "epoch": 0.10773374374759523, "grad_norm": 1.0325497388839722, "learning_rate": 2.1538461538461542e-05, "loss": 0.2488, "step": 70 }, { "epoch": 0.12312427856868026, "grad_norm": 0.5230876803398132, "learning_rate": 2.461538461538462e-05, "loss": 0.1659, "step": 80 }, { "epoch": 0.1385148133897653, "grad_norm": 0.9011468887329102, "learning_rate": 2.7692307692307694e-05, "loss": 0.167, "step": 90 }, { "epoch": 0.15390534821085033, "grad_norm": 0.6379432678222656, "learning_rate": 3.0769230769230774e-05, "loss": 0.1226, "step": 100 }, { "epoch": 0.15390534821085033, "eval_loss": 0.09147929400205612, "eval_runtime": 188.019, "eval_samples_per_second": 6.148, "eval_steps_per_second": 6.148, "step": 100 }, { "epoch": 0.16929588303193535, "grad_norm": 0.8800907731056213, "learning_rate": 3.384615384615385e-05, "loss": 0.0863, "step": 110 }, { "epoch": 0.1846864178530204, "grad_norm": 0.41934528946876526, "learning_rate": 3.692307692307693e-05, "loss": 0.0894, "step": 120 }, { "epoch": 0.2000769526741054, "grad_norm": 0.8273314237594604, "learning_rate": 4e-05, "loss": 0.0754, "step": 130 }, { "epoch": 0.21546748749519046, "grad_norm": 0.9328588247299194, "learning_rate": 4.3076923076923084e-05, "loss": 0.0912, "step": 140 }, { "epoch": 0.2308580223162755, "grad_norm": 0.8604061007499695, "learning_rate": 4.615384615384616e-05, "loss": 0.0859, "step": 150 }, { "epoch": 0.2308580223162755, "eval_loss": 0.0644315704703331, "eval_runtime": 188.1359, "eval_samples_per_second": 6.144, "eval_steps_per_second": 6.144, "step": 150 }, { "epoch": 0.24624855713736052, "grad_norm": 1.4581396579742432, "learning_rate": 4.923076923076924e-05, "loss": 0.0727, "step": 160 }, { "epoch": 0.26163909195844554, "grad_norm": 0.7286003232002258, "learning_rate": 5.230769230769231e-05, "loss": 0.0806, "step": 170 }, { "epoch": 0.2770296267795306, "grad_norm": 0.9489079713821411, "learning_rate": 5.538461538461539e-05, "loss": 0.0615, "step": 180 }, { "epoch": 0.2924201616006156, "grad_norm": 0.828267514705658, "learning_rate": 5.846153846153847e-05, "loss": 0.0521, "step": 190 }, { "epoch": 0.30781069642170067, "grad_norm": 0.6866675615310669, "learning_rate": 6.153846153846155e-05, "loss": 0.0714, "step": 200 }, { "epoch": 0.30781069642170067, "eval_loss": 0.052990105003118515, "eval_runtime": 188.5543, "eval_samples_per_second": 6.131, "eval_steps_per_second": 6.131, "step": 200 }, { "epoch": 0.3232012312427857, "grad_norm": 0.725680410861969, "learning_rate": 6.461538461538462e-05, "loss": 0.0609, "step": 210 }, { "epoch": 0.3385917660638707, "grad_norm": 0.8611897826194763, "learning_rate": 6.76923076923077e-05, "loss": 0.0594, "step": 220 }, { "epoch": 0.35398230088495575, "grad_norm": 0.34665313363075256, "learning_rate": 7.076923076923078e-05, "loss": 0.0502, "step": 230 }, { "epoch": 0.3693728357060408, "grad_norm": 0.6683058738708496, "learning_rate": 7.384615384615386e-05, "loss": 0.0525, "step": 240 }, { "epoch": 0.38476337052712584, "grad_norm": 0.4202400743961334, "learning_rate": 7.692307692307693e-05, "loss": 0.054, "step": 250 }, { "epoch": 0.38476337052712584, "eval_loss": 0.049264274537563324, "eval_runtime": 188.1154, "eval_samples_per_second": 6.145, "eval_steps_per_second": 6.145, "step": 250 }, { "epoch": 0.4001539053482108, "grad_norm": 0.3903276324272156, "learning_rate": 8e-05, "loss": 0.0509, "step": 260 }, { "epoch": 0.41554444016929587, "grad_norm": 0.7589438557624817, "learning_rate": 8.307692307692309e-05, "loss": 0.0538, "step": 270 }, { "epoch": 0.4309349749903809, "grad_norm": 0.5696157217025757, "learning_rate": 8.615384615384617e-05, "loss": 0.0605, "step": 280 }, { "epoch": 0.44632550981146596, "grad_norm": 0.3944014608860016, "learning_rate": 8.923076923076924e-05, "loss": 0.0605, "step": 290 }, { "epoch": 0.461716044632551, "grad_norm": 0.588414192199707, "learning_rate": 9.230769230769232e-05, "loss": 0.0553, "step": 300 }, { "epoch": 0.461716044632551, "eval_loss": 0.04779207333922386, "eval_runtime": 187.659, "eval_samples_per_second": 6.16, "eval_steps_per_second": 6.16, "step": 300 }, { "epoch": 0.477106579453636, "grad_norm": 0.46967023611068726, "learning_rate": 9.53846153846154e-05, "loss": 0.0552, "step": 310 }, { "epoch": 0.49249711427472104, "grad_norm": 0.4400937259197235, "learning_rate": 9.846153846153848e-05, "loss": 0.0587, "step": 320 }, { "epoch": 0.5078876490958061, "grad_norm": 0.7571660876274109, "learning_rate": 9.999927654251793e-05, "loss": 0.0608, "step": 330 }, { "epoch": 0.5232781839168911, "grad_norm": 0.356673002243042, "learning_rate": 9.99934890082745e-05, "loss": 0.0566, "step": 340 }, { "epoch": 0.5386687187379762, "grad_norm": 0.4959634244441986, "learning_rate": 9.99819146097084e-05, "loss": 0.053, "step": 350 }, { "epoch": 0.5386687187379762, "eval_loss": 0.0478888563811779, "eval_runtime": 187.3914, "eval_samples_per_second": 6.169, "eval_steps_per_second": 6.169, "step": 350 }, { "epoch": 0.5540592535590612, "grad_norm": 0.3542782664299011, "learning_rate": 9.996455468658355e-05, "loss": 0.0679, "step": 360 }, { "epoch": 0.5694497883801463, "grad_norm": 0.49819979071617126, "learning_rate": 9.994141124835203e-05, "loss": 0.0511, "step": 370 }, { "epoch": 0.5848403232012312, "grad_norm": 0.37595507502555847, "learning_rate": 9.991248697392142e-05, "loss": 0.0499, "step": 380 }, { "epoch": 0.6002308580223162, "grad_norm": 0.8225634694099426, "learning_rate": 9.987778521134476e-05, "loss": 0.0364, "step": 390 }, { "epoch": 0.6156213928434013, "grad_norm": 0.4043976962566376, "learning_rate": 9.983730997743294e-05, "loss": 0.0645, "step": 400 }, { "epoch": 0.6156213928434013, "eval_loss": 0.048657890409231186, "eval_runtime": 187.2004, "eval_samples_per_second": 6.175, "eval_steps_per_second": 6.175, "step": 400 }, { "epoch": 0.6310119276644863, "grad_norm": 0.29372572898864746, "learning_rate": 9.979106595728978e-05, "loss": 0.0462, "step": 410 }, { "epoch": 0.6464024624855714, "grad_norm": 0.5222019553184509, "learning_rate": 9.973905850376977e-05, "loss": 0.0509, "step": 420 }, { "epoch": 0.6617929973066564, "grad_norm": 0.8109437227249146, "learning_rate": 9.968129363685833e-05, "loss": 0.0529, "step": 430 }, { "epoch": 0.6771835321277414, "grad_norm": 0.4393615424633026, "learning_rate": 9.961777804297514e-05, "loss": 0.0658, "step": 440 }, { "epoch": 0.6925740669488265, "grad_norm": 0.3185001015663147, "learning_rate": 9.954851907420009e-05, "loss": 0.0391, "step": 450 }, { "epoch": 0.6925740669488265, "eval_loss": 0.04509444162249565, "eval_runtime": 187.6444, "eval_samples_per_second": 6.161, "eval_steps_per_second": 6.161, "step": 450 }, { "epoch": 0.7079646017699115, "grad_norm": 0.4155886173248291, "learning_rate": 9.947352474742222e-05, "loss": 0.0422, "step": 460 }, { "epoch": 0.7233551365909965, "grad_norm": 0.31224191188812256, "learning_rate": 9.93928037434118e-05, "loss": 0.0336, "step": 470 }, { "epoch": 0.7387456714120816, "grad_norm": 0.4808642566204071, "learning_rate": 9.930636540581556e-05, "loss": 0.0403, "step": 480 }, { "epoch": 0.7541362062331666, "grad_norm": 0.18449532985687256, "learning_rate": 9.921421974007506e-05, "loss": 0.0452, "step": 490 }, { "epoch": 0.7695267410542517, "grad_norm": 0.48674625158309937, "learning_rate": 9.911637741226849e-05, "loss": 0.0339, "step": 500 }, { "epoch": 0.7695267410542517, "eval_loss": 0.04046137258410454, "eval_runtime": 187.9753, "eval_samples_per_second": 6.15, "eval_steps_per_second": 6.15, "step": 500 }, { "epoch": 0.7849172758753367, "grad_norm": 0.5263739228248596, "learning_rate": 9.90128497478762e-05, "loss": 0.0328, "step": 510 }, { "epoch": 0.8003078106964217, "grad_norm": 0.24675846099853516, "learning_rate": 9.890364873046965e-05, "loss": 0.0519, "step": 520 }, { "epoch": 0.8156983455175068, "grad_norm": 0.3642294704914093, "learning_rate": 9.878878700032427e-05, "loss": 0.0656, "step": 530 }, { "epoch": 0.8310888803385917, "grad_norm": 0.487305223941803, "learning_rate": 9.866827785295638e-05, "loss": 0.0456, "step": 540 }, { "epoch": 0.8464794151596768, "grad_norm": 0.2354636788368225, "learning_rate": 9.854213523758413e-05, "loss": 0.0513, "step": 550 }, { "epoch": 0.8464794151596768, "eval_loss": 0.04050951078534126, "eval_runtime": 188.1628, "eval_samples_per_second": 6.144, "eval_steps_per_second": 6.144, "step": 550 }, { "epoch": 0.8618699499807618, "grad_norm": 0.18946993350982666, "learning_rate": 9.841037375551294e-05, "loss": 0.0417, "step": 560 }, { "epoch": 0.8772604848018468, "grad_norm": 0.40360134840011597, "learning_rate": 9.827300865844527e-05, "loss": 0.0333, "step": 570 }, { "epoch": 0.8926510196229319, "grad_norm": 0.316399484872818, "learning_rate": 9.813005584671522e-05, "loss": 0.0362, "step": 580 }, { "epoch": 0.9080415544440169, "grad_norm": 0.4593469798564911, "learning_rate": 9.79815318674481e-05, "loss": 0.0579, "step": 590 }, { "epoch": 0.923432089265102, "grad_norm": 0.28380537033081055, "learning_rate": 9.782745391264498e-05, "loss": 0.0374, "step": 600 }, { "epoch": 0.923432089265102, "eval_loss": 0.03845710679888725, "eval_runtime": 187.7867, "eval_samples_per_second": 6.156, "eval_steps_per_second": 6.156, "step": 600 }, { "epoch": 0.938822624086187, "grad_norm": 0.2812202274799347, "learning_rate": 9.76678398171927e-05, "loss": 0.0377, "step": 610 }, { "epoch": 0.954213158907272, "grad_norm": 0.2947665750980377, "learning_rate": 9.750270805679945e-05, "loss": 0.053, "step": 620 }, { "epoch": 0.9696036937283571, "grad_norm": 0.33196261525154114, "learning_rate": 9.733207774585618e-05, "loss": 0.0484, "step": 630 }, { "epoch": 0.9849942285494421, "grad_norm": 0.27342891693115234, "learning_rate": 9.715596863522398e-05, "loss": 0.0355, "step": 640 }, { "epoch": 1.0003847633705272, "grad_norm": 0.8010798692703247, "learning_rate": 9.697440110994801e-05, "loss": 0.0334, "step": 650 }, { "epoch": 1.0003847633705272, "eval_loss": 0.03811522200703621, "eval_runtime": 187.6177, "eval_samples_per_second": 6.161, "eval_steps_per_second": 6.161, "step": 650 }, { "epoch": 1.0157752981916122, "grad_norm": 0.4056728780269623, "learning_rate": 9.678739618689775e-05, "loss": 0.0398, "step": 660 }, { "epoch": 1.0311658330126972, "grad_norm": 0.2418406456708908, "learning_rate": 9.659497551233431e-05, "loss": 0.038, "step": 670 }, { "epoch": 1.0465563678337821, "grad_norm": 0.28666359186172485, "learning_rate": 9.639716135940485e-05, "loss": 0.0351, "step": 680 }, { "epoch": 1.0619469026548674, "grad_norm": 0.41955092549324036, "learning_rate": 9.619397662556435e-05, "loss": 0.0486, "step": 690 }, { "epoch": 1.0773374374759523, "grad_norm": 0.4770854413509369, "learning_rate": 9.598544482992517e-05, "loss": 0.0405, "step": 700 }, { "epoch": 1.0773374374759523, "eval_loss": 0.04033925011754036, "eval_runtime": 187.98, "eval_samples_per_second": 6.15, "eval_steps_per_second": 6.15, "step": 700 }, { "epoch": 1.0927279722970373, "grad_norm": 0.4085399806499481, "learning_rate": 9.57715901105348e-05, "loss": 0.033, "step": 710 }, { "epoch": 1.1081185071181223, "grad_norm": 0.24918586015701294, "learning_rate": 9.555243722158158e-05, "loss": 0.0338, "step": 720 }, { "epoch": 1.1235090419392073, "grad_norm": 0.21423755586147308, "learning_rate": 9.532801153052958e-05, "loss": 0.0323, "step": 730 }, { "epoch": 1.1388995767602923, "grad_norm": 0.7340275049209595, "learning_rate": 9.509833901518209e-05, "loss": 0.05, "step": 740 }, { "epoch": 1.1542901115813775, "grad_norm": 0.25578582286834717, "learning_rate": 9.486344626067475e-05, "loss": 0.0337, "step": 750 }, { "epoch": 1.1542901115813775, "eval_loss": 0.0360797680914402, "eval_runtime": 188.046, "eval_samples_per_second": 6.147, "eval_steps_per_second": 6.147, "step": 750 }, { "epoch": 1.1696806464024625, "grad_norm": 0.23202097415924072, "learning_rate": 9.462336045639815e-05, "loss": 0.0407, "step": 760 }, { "epoch": 1.1850711812235475, "grad_norm": 0.2221558541059494, "learning_rate": 9.437810939285068e-05, "loss": 0.0407, "step": 770 }, { "epoch": 1.2004617160446325, "grad_norm": 0.29214197397232056, "learning_rate": 9.412772145842165e-05, "loss": 0.038, "step": 780 }, { "epoch": 1.2158522508657175, "grad_norm": 0.4598447382450104, "learning_rate": 9.387222563610535e-05, "loss": 0.0358, "step": 790 }, { "epoch": 1.2312427856868027, "grad_norm": 0.24903126060962677, "learning_rate": 9.361165150014606e-05, "loss": 0.0344, "step": 800 }, { "epoch": 1.2312427856868027, "eval_loss": 0.03588108345866203, "eval_runtime": 187.57, "eval_samples_per_second": 6.163, "eval_steps_per_second": 6.163, "step": 800 }, { "epoch": 1.2466333205078877, "grad_norm": 0.15016677975654602, "learning_rate": 9.334602921261492e-05, "loss": 0.033, "step": 810 }, { "epoch": 1.2620238553289727, "grad_norm": 0.3766383230686188, "learning_rate": 9.307538951991852e-05, "loss": 0.0315, "step": 820 }, { "epoch": 1.2774143901500576, "grad_norm": 0.3017776310443878, "learning_rate": 9.279976374923988e-05, "loss": 0.038, "step": 830 }, { "epoch": 1.2928049249711426, "grad_norm": 0.37091585993766785, "learning_rate": 9.251918380491238e-05, "loss": 0.0279, "step": 840 }, { "epoch": 1.3081954597922278, "grad_norm": 0.32512232661247253, "learning_rate": 9.223368216472668e-05, "loss": 0.0344, "step": 850 }, { "epoch": 1.3081954597922278, "eval_loss": 0.037309836596250534, "eval_runtime": 187.42, "eval_samples_per_second": 6.168, "eval_steps_per_second": 6.168, "step": 850 }, { "epoch": 1.3235859946133128, "grad_norm": 0.19161005318164825, "learning_rate": 9.194329187617127e-05, "loss": 0.0331, "step": 860 }, { "epoch": 1.3389765294343978, "grad_norm": 0.41218462586402893, "learning_rate": 9.164804655260735e-05, "loss": 0.033, "step": 870 }, { "epoch": 1.3543670642554828, "grad_norm": 0.151007279753685, "learning_rate": 9.134798036937778e-05, "loss": 0.0266, "step": 880 }, { "epoch": 1.3697575990765678, "grad_norm": 0.19659636914730072, "learning_rate": 9.104312805985134e-05, "loss": 0.0434, "step": 890 }, { "epoch": 1.385148133897653, "grad_norm": 0.1985592097043991, "learning_rate": 9.073352491140221e-05, "loss": 0.0221, "step": 900 }, { "epoch": 1.385148133897653, "eval_loss": 0.03570735454559326, "eval_runtime": 187.0359, "eval_samples_per_second": 6.181, "eval_steps_per_second": 6.181, "step": 900 }, { "epoch": 1.400538668718738, "grad_norm": 0.30656376481056213, "learning_rate": 9.041920676132543e-05, "loss": 0.0304, "step": 910 }, { "epoch": 1.415929203539823, "grad_norm": 0.5850927233695984, "learning_rate": 9.010020999268854e-05, "loss": 0.0366, "step": 920 }, { "epoch": 1.431319738360908, "grad_norm": 0.21166619658470154, "learning_rate": 8.977657153012027e-05, "loss": 0.0328, "step": 930 }, { "epoch": 1.446710273181993, "grad_norm": 0.4661455452442169, "learning_rate": 8.944832883553633e-05, "loss": 0.0377, "step": 940 }, { "epoch": 1.4621008080030782, "grad_norm": 0.11176864802837372, "learning_rate": 8.91155199038032e-05, "loss": 0.0457, "step": 950 }, { "epoch": 1.4621008080030782, "eval_loss": 0.03746819868683815, "eval_runtime": 187.3821, "eval_samples_per_second": 6.169, "eval_steps_per_second": 6.169, "step": 950 }, { "epoch": 1.4774913428241632, "grad_norm": 0.2294084131717682, "learning_rate": 8.877818325834006e-05, "loss": 0.0286, "step": 960 }, { "epoch": 1.4928818776452482, "grad_norm": 0.09593243896961212, "learning_rate": 8.843635794665961e-05, "loss": 0.027, "step": 970 }, { "epoch": 1.5082724124663334, "grad_norm": 0.3172210454940796, "learning_rate": 8.809008353584829e-05, "loss": 0.0345, "step": 980 }, { "epoch": 1.5236629472874181, "grad_norm": 0.21809054911136627, "learning_rate": 8.773940010798627e-05, "loss": 0.0398, "step": 990 }, { "epoch": 1.5390534821085033, "grad_norm": 0.36311158537864685, "learning_rate": 8.738434825550785e-05, "loss": 0.0357, "step": 1000 }, { "epoch": 1.5390534821085033, "eval_loss": 0.03651273250579834, "eval_runtime": 187.9276, "eval_samples_per_second": 6.151, "eval_steps_per_second": 6.151, "step": 1000 }, { "epoch": 1.5544440169295883, "grad_norm": 0.2572426199913025, "learning_rate": 8.702496907650274e-05, "loss": 0.0398, "step": 1010 }, { "epoch": 1.5698345517506733, "grad_norm": 0.2838153541088104, "learning_rate": 8.666130416995897e-05, "loss": 0.0374, "step": 1020 }, { "epoch": 1.5852250865717585, "grad_norm": 0.22808720171451569, "learning_rate": 8.629339563094758e-05, "loss": 0.0357, "step": 1030 }, { "epoch": 1.6006156213928433, "grad_norm": 0.25805601477622986, "learning_rate": 8.592128604575014e-05, "loss": 0.033, "step": 1040 }, { "epoch": 1.6160061562139285, "grad_norm": 0.2337527722120285, "learning_rate": 8.554501848692921e-05, "loss": 0.034, "step": 1050 }, { "epoch": 1.6160061562139285, "eval_loss": 0.03555304929614067, "eval_runtime": 188.0492, "eval_samples_per_second": 6.147, "eval_steps_per_second": 6.147, "step": 1050 }, { "epoch": 1.6313966910350135, "grad_norm": 0.25864410400390625, "learning_rate": 8.51646365083426e-05, "loss": 0.0285, "step": 1060 }, { "epoch": 1.6467872258560985, "grad_norm": 0.20299604535102844, "learning_rate": 8.478018414010191e-05, "loss": 0.0318, "step": 1070 }, { "epoch": 1.6621777606771835, "grad_norm": 0.2811971604824066, "learning_rate": 8.439170588347598e-05, "loss": 0.0271, "step": 1080 }, { "epoch": 1.6775682954982685, "grad_norm": 0.32877394556999207, "learning_rate": 8.399924670573969e-05, "loss": 0.0262, "step": 1090 }, { "epoch": 1.6929588303193537, "grad_norm": 0.15650756657123566, "learning_rate": 8.360285203496894e-05, "loss": 0.0394, "step": 1100 }, { "epoch": 1.6929588303193537, "eval_loss": 0.03640196472406387, "eval_runtime": 187.9016, "eval_samples_per_second": 6.152, "eval_steps_per_second": 6.152, "step": 1100 }, { "epoch": 1.7083493651404387, "grad_norm": 0.41813358664512634, "learning_rate": 8.320256775478228e-05, "loss": 0.041, "step": 1110 }, { "epoch": 1.7237398999615237, "grad_norm": 0.18765102326869965, "learning_rate": 8.279844019902968e-05, "loss": 0.0315, "step": 1120 }, { "epoch": 1.7391304347826086, "grad_norm": 0.2128918319940567, "learning_rate": 8.239051614642934e-05, "loss": 0.0396, "step": 1130 }, { "epoch": 1.7545209696036936, "grad_norm": 0.12499304115772247, "learning_rate": 8.197884281515292e-05, "loss": 0.049, "step": 1140 }, { "epoch": 1.7699115044247788, "grad_norm": 0.19719086587429047, "learning_rate": 8.156346785735997e-05, "loss": 0.0244, "step": 1150 }, { "epoch": 1.7699115044247788, "eval_loss": 0.0359814316034317, "eval_runtime": 187.8554, "eval_samples_per_second": 6.154, "eval_steps_per_second": 6.154, "step": 1150 }, { "epoch": 1.7853020392458638, "grad_norm": 0.1700337678194046, "learning_rate": 8.114443935368198e-05, "loss": 0.0349, "step": 1160 }, { "epoch": 1.8006925740669488, "grad_norm": 0.2521379292011261, "learning_rate": 8.072180580765709e-05, "loss": 0.0263, "step": 1170 }, { "epoch": 1.8160831088880338, "grad_norm": 0.26141706109046936, "learning_rate": 8.02956161401155e-05, "loss": 0.0283, "step": 1180 }, { "epoch": 1.8314736437091188, "grad_norm": 0.4066651165485382, "learning_rate": 7.98659196835169e-05, "loss": 0.0356, "step": 1190 }, { "epoch": 1.846864178530204, "grad_norm": 0.1369960904121399, "learning_rate": 7.943276617624014e-05, "loss": 0.023, "step": 1200 }, { "epoch": 1.846864178530204, "eval_loss": 0.03705717623233795, "eval_runtime": 187.2707, "eval_samples_per_second": 6.173, "eval_steps_per_second": 6.173, "step": 1200 }, { "epoch": 1.862254713351289, "grad_norm": 0.243990957736969, "learning_rate": 7.899620575682578e-05, "loss": 0.0346, "step": 1210 }, { "epoch": 1.877645248172374, "grad_norm": 0.14930765330791473, "learning_rate": 7.85562889581725e-05, "loss": 0.026, "step": 1220 }, { "epoch": 1.893035782993459, "grad_norm": 0.10069471597671509, "learning_rate": 7.811306670168788e-05, "loss": 0.0338, "step": 1230 }, { "epoch": 1.908426317814544, "grad_norm": 0.24041235446929932, "learning_rate": 7.766659029139393e-05, "loss": 0.0417, "step": 1240 }, { "epoch": 1.9238168526356292, "grad_norm": 0.28064167499542236, "learning_rate": 7.72169114079887e-05, "loss": 0.0339, "step": 1250 }, { "epoch": 1.9238168526356292, "eval_loss": 0.035844240337610245, "eval_runtime": 187.6727, "eval_samples_per_second": 6.16, "eval_steps_per_second": 6.16, "step": 1250 }, { "epoch": 1.9392073874567142, "grad_norm": 0.3073214292526245, "learning_rate": 7.676408210286407e-05, "loss": 0.0342, "step": 1260 }, { "epoch": 1.9545979222777992, "grad_norm": 0.26703837513923645, "learning_rate": 7.630815479208066e-05, "loss": 0.0364, "step": 1270 }, { "epoch": 1.9699884570988841, "grad_norm": 0.21204885840415955, "learning_rate": 7.584918225030053e-05, "loss": 0.025, "step": 1280 }, { "epoch": 1.9853789919199691, "grad_norm": 0.3635454475879669, "learning_rate": 7.538721760467845e-05, "loss": 0.0372, "step": 1290 }, { "epoch": 2.0007695267410543, "grad_norm": 0.11565925180912018, "learning_rate": 7.49223143287122e-05, "loss": 0.0252, "step": 1300 }, { "epoch": 2.0007695267410543, "eval_loss": 0.0344332717359066, "eval_runtime": 187.9094, "eval_samples_per_second": 6.152, "eval_steps_per_second": 6.152, "step": 1300 }, { "epoch": 2.016160061562139, "grad_norm": 0.19626887142658234, "learning_rate": 7.445452623605307e-05, "loss": 0.0227, "step": 1310 }, { "epoch": 2.0315505963832243, "grad_norm": 0.34589436650276184, "learning_rate": 7.398390747427662e-05, "loss": 0.0237, "step": 1320 }, { "epoch": 2.0469411312043095, "grad_norm": 0.21786868572235107, "learning_rate": 7.351051251861501e-05, "loss": 0.0255, "step": 1330 }, { "epoch": 2.0623316660253943, "grad_norm": 0.15011264383792877, "learning_rate": 7.303439616565146e-05, "loss": 0.0248, "step": 1340 }, { "epoch": 2.0777222008464795, "grad_norm": 0.18167394399642944, "learning_rate": 7.255561352697732e-05, "loss": 0.019, "step": 1350 }, { "epoch": 2.0777222008464795, "eval_loss": 0.03381282836198807, "eval_runtime": 187.8437, "eval_samples_per_second": 6.154, "eval_steps_per_second": 6.154, "step": 1350 }, { "epoch": 2.0931127356675643, "grad_norm": 0.10537901520729065, "learning_rate": 7.207422002281281e-05, "loss": 0.0227, "step": 1360 }, { "epoch": 2.1085032704886495, "grad_norm": 0.5727980136871338, "learning_rate": 7.159027137559197e-05, "loss": 0.0218, "step": 1370 }, { "epoch": 2.1238938053097347, "grad_norm": 0.24711571633815765, "learning_rate": 7.110382360351267e-05, "loss": 0.0153, "step": 1380 }, { "epoch": 2.1392843401308195, "grad_norm": 0.18777436017990112, "learning_rate": 7.061493301405244e-05, "loss": 0.0208, "step": 1390 }, { "epoch": 2.1546748749519047, "grad_norm": 0.3703112304210663, "learning_rate": 7.012365619745064e-05, "loss": 0.0297, "step": 1400 }, { "epoch": 2.1546748749519047, "eval_loss": 0.03612199053168297, "eval_runtime": 187.1523, "eval_samples_per_second": 6.177, "eval_steps_per_second": 6.177, "step": 1400 }, { "epoch": 2.1700654097729895, "grad_norm": 0.11688963323831558, "learning_rate": 6.963005002015808e-05, "loss": 0.024, "step": 1410 }, { "epoch": 2.1854559445940747, "grad_norm": 0.27680692076683044, "learning_rate": 6.91341716182545e-05, "loss": 0.03, "step": 1420 }, { "epoch": 2.20084647941516, "grad_norm": 0.1767677664756775, "learning_rate": 6.863607839083507e-05, "loss": 0.0178, "step": 1430 }, { "epoch": 2.2162370142362446, "grad_norm": 0.21000392735004425, "learning_rate": 6.813582799336624e-05, "loss": 0.0261, "step": 1440 }, { "epoch": 2.23162754905733, "grad_norm": 0.10033946484327316, "learning_rate": 6.763347833101192e-05, "loss": 0.0142, "step": 1450 }, { "epoch": 2.23162754905733, "eval_loss": 0.03711491823196411, "eval_runtime": 186.5296, "eval_samples_per_second": 6.197, "eval_steps_per_second": 6.197, "step": 1450 }, { "epoch": 2.2470180838784146, "grad_norm": 0.18027913570404053, "learning_rate": 6.712908755193094e-05, "loss": 0.0233, "step": 1460 }, { "epoch": 2.2624086186995, "grad_norm": 0.16498275101184845, "learning_rate": 6.662271404054621e-05, "loss": 0.0268, "step": 1470 }, { "epoch": 2.2777991535205846, "grad_norm": 0.16076700389385223, "learning_rate": 6.611441641078657e-05, "loss": 0.0233, "step": 1480 }, { "epoch": 2.29318968834167, "grad_norm": 0.12392139434814453, "learning_rate": 6.560425349930208e-05, "loss": 0.0253, "step": 1490 }, { "epoch": 2.308580223162755, "grad_norm": 0.30897045135498047, "learning_rate": 6.509228435865357e-05, "loss": 0.0227, "step": 1500 }, { "epoch": 2.308580223162755, "eval_loss": 0.0353684276342392, "eval_runtime": 186.308, "eval_samples_per_second": 6.205, "eval_steps_per_second": 6.205, "step": 1500 }, { "epoch": 2.32397075798384, "grad_norm": 0.1789022982120514, "learning_rate": 6.45785682504772e-05, "loss": 0.0244, "step": 1510 }, { "epoch": 2.339361292804925, "grad_norm": 0.15649132430553436, "learning_rate": 6.406316463862467e-05, "loss": 0.0214, "step": 1520 }, { "epoch": 2.3547518276260098, "grad_norm": 0.1704787164926529, "learning_rate": 6.35461331822803e-05, "loss": 0.0201, "step": 1530 }, { "epoch": 2.370142362447095, "grad_norm": 0.22701707482337952, "learning_rate": 6.302753372905515e-05, "loss": 0.0199, "step": 1540 }, { "epoch": 2.38553289726818, "grad_norm": 0.21540381014347076, "learning_rate": 6.250742630805971e-05, "loss": 0.0179, "step": 1550 }, { "epoch": 2.38553289726818, "eval_loss": 0.04112153872847557, "eval_runtime": 186.6486, "eval_samples_per_second": 6.193, "eval_steps_per_second": 6.193, "step": 1550 }, { "epoch": 2.400923432089265, "grad_norm": 0.5612645745277405, "learning_rate": 6.198587112295526e-05, "loss": 0.0155, "step": 1560 }, { "epoch": 2.41631396691035, "grad_norm": 0.20288218557834625, "learning_rate": 6.14629285449852e-05, "loss": 0.0246, "step": 1570 }, { "epoch": 2.431704501731435, "grad_norm": 0.2309695929288864, "learning_rate": 6.093865910598688e-05, "loss": 0.0217, "step": 1580 }, { "epoch": 2.44709503655252, "grad_norm": 0.23696504533290863, "learning_rate": 6.0413123491385025e-05, "loss": 0.0262, "step": 1590 }, { "epoch": 2.4624855713736054, "grad_norm": 0.38717809319496155, "learning_rate": 5.988638253316713e-05, "loss": 0.0189, "step": 1600 }, { "epoch": 2.4624855713736054, "eval_loss": 0.036341600120067596, "eval_runtime": 186.7956, "eval_samples_per_second": 6.189, "eval_steps_per_second": 6.189, "step": 1600 }, { "epoch": 2.47787610619469, "grad_norm": 0.22446145117282867, "learning_rate": 5.935849720284206e-05, "loss": 0.0182, "step": 1610 }, { "epoch": 2.4932666410157753, "grad_norm": 0.2164313942193985, "learning_rate": 5.8829528604382436e-05, "loss": 0.0236, "step": 1620 }, { "epoch": 2.50865717583686, "grad_norm": 0.14063049852848053, "learning_rate": 5.829953796715176e-05, "loss": 0.0208, "step": 1630 }, { "epoch": 2.5240477106579453, "grad_norm": 0.3135584890842438, "learning_rate": 5.7768586638816924e-05, "loss": 0.0236, "step": 1640 }, { "epoch": 2.5394382454790305, "grad_norm": 0.16733896732330322, "learning_rate": 5.723673607824705e-05, "loss": 0.0246, "step": 1650 }, { "epoch": 2.5394382454790305, "eval_loss": 0.0360361784696579, "eval_runtime": 186.9536, "eval_samples_per_second": 6.183, "eval_steps_per_second": 6.183, "step": 1650 }, { "epoch": 2.5548287803001153, "grad_norm": 0.3761216402053833, "learning_rate": 5.670404784839953e-05, "loss": 0.0202, "step": 1660 }, { "epoch": 2.5702193151212005, "grad_norm": 0.37585002183914185, "learning_rate": 5.6170583609193984e-05, "loss": 0.0231, "step": 1670 }, { "epoch": 2.5856098499422853, "grad_norm": 0.5329094529151917, "learning_rate": 5.56364051103749e-05, "loss": 0.0261, "step": 1680 }, { "epoch": 2.6010003847633705, "grad_norm": 0.28828349709510803, "learning_rate": 5.5101574184364056e-05, "loss": 0.025, "step": 1690 }, { "epoch": 2.6163909195844557, "grad_norm": 0.5588506460189819, "learning_rate": 5.4566152739103116e-05, "loss": 0.0244, "step": 1700 }, { "epoch": 2.6163909195844557, "eval_loss": 0.03538386896252632, "eval_runtime": 186.8111, "eval_samples_per_second": 6.188, "eval_steps_per_second": 6.188, "step": 1700 }, { "epoch": 2.6317814544055405, "grad_norm": 0.22283612191677094, "learning_rate": 5.403020275088786e-05, "loss": 0.0197, "step": 1710 }, { "epoch": 2.6471719892266257, "grad_norm": 0.27689316868782043, "learning_rate": 5.349378625719408e-05, "loss": 0.0327, "step": 1720 }, { "epoch": 2.6625625240477104, "grad_norm": 0.3931240141391754, "learning_rate": 5.2956965349496743e-05, "loss": 0.0252, "step": 1730 }, { "epoch": 2.6779530588687956, "grad_norm": 0.19020158052444458, "learning_rate": 5.241980216608261e-05, "loss": 0.018, "step": 1740 }, { "epoch": 2.693343593689881, "grad_norm": 0.11216674000024796, "learning_rate": 5.188235888485773e-05, "loss": 0.0295, "step": 1750 }, { "epoch": 2.693343593689881, "eval_loss": 0.03553741052746773, "eval_runtime": 186.4672, "eval_samples_per_second": 6.199, "eval_steps_per_second": 6.199, "step": 1750 }, { "epoch": 2.7087341285109656, "grad_norm": 0.19189698994159698, "learning_rate": 5.13446977161501e-05, "loss": 0.0174, "step": 1760 }, { "epoch": 2.724124663332051, "grad_norm": 0.37652498483657837, "learning_rate": 5.0806880895508766e-05, "loss": 0.0274, "step": 1770 }, { "epoch": 2.7395151981531356, "grad_norm": 0.4836426377296448, "learning_rate": 5.026897067649976e-05, "loss": 0.0286, "step": 1780 }, { "epoch": 2.754905732974221, "grad_norm": 0.20131860673427582, "learning_rate": 4.973102932350026e-05, "loss": 0.0228, "step": 1790 }, { "epoch": 2.770296267795306, "grad_norm": 0.3384079337120056, "learning_rate": 4.9193119104491245e-05, "loss": 0.0257, "step": 1800 }, { "epoch": 2.770296267795306, "eval_loss": 0.03536887839436531, "eval_runtime": 186.2101, "eval_samples_per_second": 6.208, "eval_steps_per_second": 6.208, "step": 1800 }, { "epoch": 2.785686802616391, "grad_norm": 0.2767975330352783, "learning_rate": 4.86553022838499e-05, "loss": 0.0223, "step": 1810 }, { "epoch": 2.801077337437476, "grad_norm": 0.2422277182340622, "learning_rate": 4.8117641115142285e-05, "loss": 0.0244, "step": 1820 }, { "epoch": 2.8164678722585608, "grad_norm": 0.5190377831459045, "learning_rate": 4.758019783391741e-05, "loss": 0.0207, "step": 1830 }, { "epoch": 2.831858407079646, "grad_norm": 0.2180313616991043, "learning_rate": 4.704303465050327e-05, "loss": 0.0256, "step": 1840 }, { "epoch": 2.847248941900731, "grad_norm": 0.2425866425037384, "learning_rate": 4.6506213742805924e-05, "loss": 0.0313, "step": 1850 }, { "epoch": 2.847248941900731, "eval_loss": 0.03393126651644707, "eval_runtime": 186.1971, "eval_samples_per_second": 6.208, "eval_steps_per_second": 6.208, "step": 1850 }, { "epoch": 2.862639476721816, "grad_norm": 0.2784096598625183, "learning_rate": 4.5969797249112146e-05, "loss": 0.0183, "step": 1860 }, { "epoch": 2.878030011542901, "grad_norm": 0.3296208381652832, "learning_rate": 4.54338472608969e-05, "loss": 0.0286, "step": 1870 }, { "epoch": 2.893420546363986, "grad_norm": 0.5275260806083679, "learning_rate": 4.489842581563597e-05, "loss": 0.0176, "step": 1880 }, { "epoch": 2.908811081185071, "grad_norm": 0.15682271122932434, "learning_rate": 4.436359488962511e-05, "loss": 0.0193, "step": 1890 }, { "epoch": 2.9242016160061564, "grad_norm": 0.2102474868297577, "learning_rate": 4.382941639080602e-05, "loss": 0.0208, "step": 1900 }, { "epoch": 2.9242016160061564, "eval_loss": 0.034816108644008636, "eval_runtime": 186.8118, "eval_samples_per_second": 6.188, "eval_steps_per_second": 6.188, "step": 1900 }, { "epoch": 2.939592150827241, "grad_norm": 0.21557755768299103, "learning_rate": 4.3295952151600475e-05, "loss": 0.0228, "step": 1910 }, { "epoch": 2.9549826856483263, "grad_norm": 0.4167330861091614, "learning_rate": 4.276326392175296e-05, "loss": 0.0201, "step": 1920 }, { "epoch": 2.970373220469411, "grad_norm": 0.14496108889579773, "learning_rate": 4.2231413361183095e-05, "loss": 0.017, "step": 1930 }, { "epoch": 2.9857637552904963, "grad_norm": 0.327414870262146, "learning_rate": 4.1700462032848244e-05, "loss": 0.0187, "step": 1940 }, { "epoch": 3.0011542901115815, "grad_norm": 0.1764715611934662, "learning_rate": 4.117047139561758e-05, "loss": 0.0314, "step": 1950 }, { "epoch": 3.0011542901115815, "eval_loss": 0.034862760454416275, "eval_runtime": 186.7003, "eval_samples_per_second": 6.192, "eval_steps_per_second": 6.192, "step": 1950 }, { "epoch": 3.0165448249326663, "grad_norm": 0.10091342031955719, "learning_rate": 4.0641502797157966e-05, "loss": 0.01, "step": 1960 }, { "epoch": 3.0319353597537515, "grad_norm": 0.11954168230295181, "learning_rate": 4.011361746683288e-05, "loss": 0.012, "step": 1970 }, { "epoch": 3.0473258945748363, "grad_norm": 0.4728318750858307, "learning_rate": 3.958687650861499e-05, "loss": 0.0127, "step": 1980 }, { "epoch": 3.0627164293959215, "grad_norm": 0.22921116650104523, "learning_rate": 3.906134089401313e-05, "loss": 0.0078, "step": 1990 }, { "epoch": 3.0781069642170067, "grad_norm": 0.17478808760643005, "learning_rate": 3.853707145501482e-05, "loss": 0.0119, "step": 2000 }, { "epoch": 3.0781069642170067, "eval_loss": 0.0392003133893013, "eval_runtime": 186.2797, "eval_samples_per_second": 6.206, "eval_steps_per_second": 6.206, "step": 2000 }, { "epoch": 3.0934974990380915, "grad_norm": 0.536690890789032, "learning_rate": 3.801412887704475e-05, "loss": 0.0087, "step": 2010 }, { "epoch": 3.1088880338591767, "grad_norm": 0.08325193077325821, "learning_rate": 3.749257369194029e-05, "loss": 0.0102, "step": 2020 }, { "epoch": 3.1242785686802614, "grad_norm": 0.3025301694869995, "learning_rate": 3.697246627094487e-05, "loss": 0.0162, "step": 2030 }, { "epoch": 3.1396691035013466, "grad_norm": 0.0437934547662735, "learning_rate": 3.6453866817719726e-05, "loss": 0.0094, "step": 2040 }, { "epoch": 3.155059638322432, "grad_norm": 0.6723917126655579, "learning_rate": 3.593683536137533e-05, "loss": 0.0147, "step": 2050 }, { "epoch": 3.155059638322432, "eval_loss": 0.04251823201775551, "eval_runtime": 186.0299, "eval_samples_per_second": 6.214, "eval_steps_per_second": 6.214, "step": 2050 }, { "epoch": 3.1704501731435166, "grad_norm": 0.06159785017371178, "learning_rate": 3.542143174952282e-05, "loss": 0.0085, "step": 2060 }, { "epoch": 3.185840707964602, "grad_norm": 0.3324078321456909, "learning_rate": 3.490771564134643e-05, "loss": 0.0112, "step": 2070 }, { "epoch": 3.2012312427856866, "grad_norm": 0.4389561414718628, "learning_rate": 3.4395746500697925e-05, "loss": 0.0177, "step": 2080 }, { "epoch": 3.216621777606772, "grad_norm": 0.30180397629737854, "learning_rate": 3.388558358921343e-05, "loss": 0.0112, "step": 2090 }, { "epoch": 3.232012312427857, "grad_norm": 0.18360494077205658, "learning_rate": 3.337728595945378e-05, "loss": 0.011, "step": 2100 }, { "epoch": 3.232012312427857, "eval_loss": 0.040228795260190964, "eval_runtime": 186.1617, "eval_samples_per_second": 6.21, "eval_steps_per_second": 6.21, "step": 2100 }, { "epoch": 3.247402847248942, "grad_norm": 0.1583905965089798, "learning_rate": 3.287091244806907e-05, "loss": 0.0104, "step": 2110 }, { "epoch": 3.262793382070027, "grad_norm": 0.18586666882038116, "learning_rate": 3.2366521668988106e-05, "loss": 0.0107, "step": 2120 }, { "epoch": 3.2781839168911118, "grad_norm": 0.389637291431427, "learning_rate": 3.186417200663379e-05, "loss": 0.0168, "step": 2130 }, { "epoch": 3.293574451712197, "grad_norm": 0.093821682035923, "learning_rate": 3.136392160916495e-05, "loss": 0.0079, "step": 2140 }, { "epoch": 3.308964986533282, "grad_norm": 0.5508767366409302, "learning_rate": 3.086582838174551e-05, "loss": 0.012, "step": 2150 }, { "epoch": 3.308964986533282, "eval_loss": 0.04161189869046211, "eval_runtime": 186.4024, "eval_samples_per_second": 6.202, "eval_steps_per_second": 6.202, "step": 2150 }, { "epoch": 3.324355521354367, "grad_norm": 0.08765236288309097, "learning_rate": 3.036994997984194e-05, "loss": 0.0131, "step": 2160 }, { "epoch": 3.339746056175452, "grad_norm": 0.38336998224258423, "learning_rate": 2.9876343802549357e-05, "loss": 0.0135, "step": 2170 }, { "epoch": 3.355136590996537, "grad_norm": 0.2137378603219986, "learning_rate": 2.938506698594755e-05, "loss": 0.01, "step": 2180 }, { "epoch": 3.370527125817622, "grad_norm": 0.6786463856697083, "learning_rate": 2.8896176396487334e-05, "loss": 0.0108, "step": 2190 }, { "epoch": 3.3859176606387074, "grad_norm": 0.2550009489059448, "learning_rate": 2.8409728624408067e-05, "loss": 0.0205, "step": 2200 }, { "epoch": 3.3859176606387074, "eval_loss": 0.03981276601552963, "eval_runtime": 186.4982, "eval_samples_per_second": 6.198, "eval_steps_per_second": 6.198, "step": 2200 }, { "epoch": 3.401308195459792, "grad_norm": 0.531782865524292, "learning_rate": 2.7925779977187215e-05, "loss": 0.0139, "step": 2210 }, { "epoch": 3.4166987302808773, "grad_norm": 0.30775323510169983, "learning_rate": 2.7444386473022686e-05, "loss": 0.0108, "step": 2220 }, { "epoch": 3.432089265101962, "grad_norm": 0.45309802889823914, "learning_rate": 2.696560383434854e-05, "loss": 0.0166, "step": 2230 }, { "epoch": 3.4474797999230473, "grad_norm": 0.1881212443113327, "learning_rate": 2.6489487481384988e-05, "loss": 0.0135, "step": 2240 }, { "epoch": 3.4628703347441325, "grad_norm": 0.1511940211057663, "learning_rate": 2.601609252572339e-05, "loss": 0.0127, "step": 2250 }, { "epoch": 3.4628703347441325, "eval_loss": 0.039891570806503296, "eval_runtime": 186.7336, "eval_samples_per_second": 6.191, "eval_steps_per_second": 6.191, "step": 2250 }, { "epoch": 3.4782608695652173, "grad_norm": 0.049151744693517685, "learning_rate": 2.554547376394692e-05, "loss": 0.0073, "step": 2260 }, { "epoch": 3.4936514043863025, "grad_norm": 0.42421895265579224, "learning_rate": 2.5077685671287808e-05, "loss": 0.0108, "step": 2270 }, { "epoch": 3.5090419392073873, "grad_norm": 0.3423459529876709, "learning_rate": 2.4612782395321593e-05, "loss": 0.0148, "step": 2280 }, { "epoch": 3.5244324740284725, "grad_norm": 0.324720561504364, "learning_rate": 2.4150817749699496e-05, "loss": 0.0086, "step": 2290 }, { "epoch": 3.5398230088495577, "grad_norm": 0.1445930153131485, "learning_rate": 2.3691845207919357e-05, "loss": 0.0141, "step": 2300 }, { "epoch": 3.5398230088495577, "eval_loss": 0.0418756864964962, "eval_runtime": 186.4389, "eval_samples_per_second": 6.2, "eval_steps_per_second": 6.2, "step": 2300 }, { "epoch": 3.5552135436706425, "grad_norm": 0.27503931522369385, "learning_rate": 2.3235917897135934e-05, "loss": 0.0127, "step": 2310 }, { "epoch": 3.5706040784917277, "grad_norm": 0.46346715092658997, "learning_rate": 2.2783088592011303e-05, "loss": 0.0145, "step": 2320 }, { "epoch": 3.5859946133128124, "grad_norm": 0.11502953618764877, "learning_rate": 2.233340970860608e-05, "loss": 0.0085, "step": 2330 }, { "epoch": 3.6013851481338977, "grad_norm": 0.23123833537101746, "learning_rate": 2.1886933298312125e-05, "loss": 0.0151, "step": 2340 }, { "epoch": 3.616775682954983, "grad_norm": 0.17446036636829376, "learning_rate": 2.1443711041827503e-05, "loss": 0.0081, "step": 2350 }, { "epoch": 3.616775682954983, "eval_loss": 0.043476805090904236, "eval_runtime": 185.8129, "eval_samples_per_second": 6.221, "eval_steps_per_second": 6.221, "step": 2350 }, { "epoch": 3.6321662177760676, "grad_norm": 0.21171227097511292, "learning_rate": 2.1003794243174252e-05, "loss": 0.0159, "step": 2360 }, { "epoch": 3.647556752597153, "grad_norm": 0.20531825721263885, "learning_rate": 2.0567233823759886e-05, "loss": 0.0094, "step": 2370 }, { "epoch": 3.6629472874182376, "grad_norm": 0.20440693199634552, "learning_rate": 2.0134080316483113e-05, "loss": 0.013, "step": 2380 }, { "epoch": 3.678337822239323, "grad_norm": 0.4047004282474518, "learning_rate": 1.970438385988452e-05, "loss": 0.0153, "step": 2390 }, { "epoch": 3.693728357060408, "grad_norm": 0.08073116838932037, "learning_rate": 1.927819419234292e-05, "loss": 0.0132, "step": 2400 }, { "epoch": 3.693728357060408, "eval_loss": 0.04118052124977112, "eval_runtime": 185.9242, "eval_samples_per_second": 6.218, "eval_steps_per_second": 6.218, "step": 2400 }, { "epoch": 3.709118891881493, "grad_norm": 0.36109527945518494, "learning_rate": 1.885556064631801e-05, "loss": 0.011, "step": 2410 }, { "epoch": 3.724509426702578, "grad_norm": 0.29550692439079285, "learning_rate": 1.843653214264003e-05, "loss": 0.0091, "step": 2420 }, { "epoch": 3.7398999615236628, "grad_norm": 0.6761743426322937, "learning_rate": 1.8021157184847087e-05, "loss": 0.0147, "step": 2430 }, { "epoch": 3.755290496344748, "grad_norm": 0.38532111048698425, "learning_rate": 1.7609483853570668e-05, "loss": 0.0086, "step": 2440 }, { "epoch": 3.770681031165833, "grad_norm": 0.2847141921520233, "learning_rate": 1.720155980097034e-05, "loss": 0.0111, "step": 2450 }, { "epoch": 3.770681031165833, "eval_loss": 0.04333437979221344, "eval_runtime": 185.5961, "eval_samples_per_second": 6.229, "eval_steps_per_second": 6.229, "step": 2450 }, { "epoch": 3.786071565986918, "grad_norm": 0.22558213770389557, "learning_rate": 1.6797432245217736e-05, "loss": 0.0113, "step": 2460 }, { "epoch": 3.801462100808003, "grad_norm": 0.13944610953330994, "learning_rate": 1.6397147965031072e-05, "loss": 0.0076, "step": 2470 }, { "epoch": 3.816852635629088, "grad_norm": 0.32348164916038513, "learning_rate": 1.600075329426033e-05, "loss": 0.012, "step": 2480 }, { "epoch": 3.832243170450173, "grad_norm": 0.556498646736145, "learning_rate": 1.560829411652403e-05, "loss": 0.0137, "step": 2490 }, { "epoch": 3.8476337052712584, "grad_norm": 0.19787055253982544, "learning_rate": 1.521981585989809e-05, "loss": 0.0069, "step": 2500 }, { "epoch": 3.8476337052712584, "eval_loss": 0.044614341109991074, "eval_runtime": 184.6686, "eval_samples_per_second": 6.26, "eval_steps_per_second": 6.26, "step": 2500 }, { "epoch": 3.863024240092343, "grad_norm": 0.23233471810817719, "learning_rate": 1.4835363491657412e-05, "loss": 0.0141, "step": 2510 }, { "epoch": 3.8784147749134283, "grad_norm": 0.8727635741233826, "learning_rate": 1.4454981513070791e-05, "loss": 0.0062, "step": 2520 }, { "epoch": 3.893805309734513, "grad_norm": 0.01985669508576393, "learning_rate": 1.4078713954249873e-05, "loss": 0.0093, "step": 2530 }, { "epoch": 3.9091958445555983, "grad_norm": 0.19380433857440948, "learning_rate": 1.3706604369052434e-05, "loss": 0.0059, "step": 2540 }, { "epoch": 3.9245863793766835, "grad_norm": 0.30975109338760376, "learning_rate": 1.3338695830041047e-05, "loss": 0.0135, "step": 2550 }, { "epoch": 3.9245863793766835, "eval_loss": 0.04540552943944931, "eval_runtime": 183.9066, "eval_samples_per_second": 6.286, "eval_steps_per_second": 6.286, "step": 2550 }, { "epoch": 3.9399769141977683, "grad_norm": 0.36627084016799927, "learning_rate": 1.2975030923497262e-05, "loss": 0.0127, "step": 2560 }, { "epoch": 3.9553674490188535, "grad_norm": 0.3993094861507416, "learning_rate": 1.2615651744492151e-05, "loss": 0.008, "step": 2570 }, { "epoch": 3.9707579838399383, "grad_norm": 0.0302486140280962, "learning_rate": 1.2260599892013719e-05, "loss": 0.014, "step": 2580 }, { "epoch": 3.9861485186610235, "grad_norm": 0.4973717927932739, "learning_rate": 1.1909916464151715e-05, "loss": 0.009, "step": 2590 }, { "epoch": 4.001539053482109, "grad_norm": 0.07611800730228424, "learning_rate": 1.1563642053340406e-05, "loss": 0.0093, "step": 2600 }, { "epoch": 4.001539053482109, "eval_loss": 0.04523477330803871, "eval_runtime": 182.4267, "eval_samples_per_second": 6.337, "eval_steps_per_second": 6.337, "step": 2600 }, { "epoch": 4.016929588303194, "grad_norm": 0.04856440797448158, "learning_rate": 1.1221816741659964e-05, "loss": 0.0061, "step": 2610 }, { "epoch": 4.032320123124278, "grad_norm": 0.335890531539917, "learning_rate": 1.0884480096196803e-05, "loss": 0.0027, "step": 2620 }, { "epoch": 4.047710657945363, "grad_norm": 0.3047681748867035, "learning_rate": 1.0551671164463666e-05, "loss": 0.0032, "step": 2630 }, { "epoch": 4.063101192766449, "grad_norm": 0.0912618488073349, "learning_rate": 1.0223428469879736e-05, "loss": 0.0058, "step": 2640 }, { "epoch": 4.078491727587534, "grad_norm": 0.07931726425886154, "learning_rate": 9.899790007311455e-06, "loss": 0.0024, "step": 2650 }, { "epoch": 4.078491727587534, "eval_loss": 0.04883251711726189, "eval_runtime": 180.2492, "eval_samples_per_second": 6.413, "eval_steps_per_second": 6.413, "step": 2650 }, { "epoch": 4.093882262408619, "grad_norm": 0.5609334111213684, "learning_rate": 9.580793238674573e-06, "loss": 0.0065, "step": 2660 }, { "epoch": 4.109272797229703, "grad_norm": 0.7794962525367737, "learning_rate": 9.266475088597781e-06, "loss": 0.0035, "step": 2670 }, { "epoch": 4.124663332050789, "grad_norm": 0.09867623448371887, "learning_rate": 8.956871940148681e-06, "loss": 0.0035, "step": 2680 }, { "epoch": 4.140053866871874, "grad_norm": 0.08890987932682037, "learning_rate": 8.65201963062225e-06, "loss": 0.0042, "step": 2690 }, { "epoch": 4.155444401692959, "grad_norm": 0.17334403097629547, "learning_rate": 8.351953447392674e-06, "loss": 0.0082, "step": 2700 }, { "epoch": 4.155444401692959, "eval_loss": 0.05498456954956055, "eval_runtime": 177.9616, "eval_samples_per_second": 6.496, "eval_steps_per_second": 6.496, "step": 2700 }, { "epoch": 4.170834936514044, "grad_norm": 0.4304162561893463, "learning_rate": 8.056708123828738e-06, "loss": 0.0058, "step": 2710 }, { "epoch": 4.186225471335129, "grad_norm": 0.22083640098571777, "learning_rate": 7.76631783527334e-06, "loss": 0.0107, "step": 2720 }, { "epoch": 4.201616006156214, "grad_norm": 0.32587379217147827, "learning_rate": 7.4808161950876145e-06, "loss": 0.0059, "step": 2730 }, { "epoch": 4.217006540977299, "grad_norm": 0.9534060955047607, "learning_rate": 7.200236250760111e-06, "loss": 0.0066, "step": 2740 }, { "epoch": 4.232397075798384, "grad_norm": 0.18303728103637695, "learning_rate": 6.924610480081478e-06, "loss": 0.004, "step": 2750 }, { "epoch": 4.232397075798384, "eval_loss": 0.05399877950549126, "eval_runtime": 176.8479, "eval_samples_per_second": 6.537, "eval_steps_per_second": 6.537, "step": 2750 }, { "epoch": 4.247787610619469, "grad_norm": 0.08475390076637268, "learning_rate": 6.6539707873850774e-06, "loss": 0.002, "step": 2760 }, { "epoch": 4.263178145440554, "grad_norm": 0.046780169010162354, "learning_rate": 6.3883484998539525e-06, "loss": 0.0034, "step": 2770 }, { "epoch": 4.278568680261639, "grad_norm": 0.37187516689300537, "learning_rate": 6.127774363894667e-06, "loss": 0.0029, "step": 2780 }, { "epoch": 4.293959215082724, "grad_norm": 0.22455869615077972, "learning_rate": 5.872278541578352e-06, "loss": 0.0036, "step": 2790 }, { "epoch": 4.309349749903809, "grad_norm": 0.1463429480791092, "learning_rate": 5.6218906071493275e-06, "loss": 0.0044, "step": 2800 }, { "epoch": 4.309349749903809, "eval_loss": 0.0570867583155632, "eval_runtime": 176.453, "eval_samples_per_second": 6.551, "eval_steps_per_second": 6.551, "step": 2800 }, { "epoch": 4.324740284724895, "grad_norm": 0.4433397054672241, "learning_rate": 5.376639543601858e-06, "loss": 0.0045, "step": 2810 }, { "epoch": 4.340130819545979, "grad_norm": 0.1657050997018814, "learning_rate": 5.136553739325256e-06, "loss": 0.0031, "step": 2820 }, { "epoch": 4.355521354367064, "grad_norm": 0.11662856489419937, "learning_rate": 4.901660984817908e-06, "loss": 0.0026, "step": 2830 }, { "epoch": 4.370911889188149, "grad_norm": 0.02125265821814537, "learning_rate": 4.671988469470434e-06, "loss": 0.0035, "step": 2840 }, { "epoch": 4.3863024240092345, "grad_norm": 0.05928665027022362, "learning_rate": 4.447562778418435e-06, "loss": 0.0027, "step": 2850 }, { "epoch": 4.3863024240092345, "eval_loss": 0.059105079621076584, "eval_runtime": 174.6544, "eval_samples_per_second": 6.619, "eval_steps_per_second": 6.619, "step": 2850 }, { "epoch": 4.40169295883032, "grad_norm": 0.26842960715293884, "learning_rate": 4.228409889465218e-06, "loss": 0.0024, "step": 2860 }, { "epoch": 4.417083493651404, "grad_norm": 0.06822570413351059, "learning_rate": 4.014555170074824e-06, "loss": 0.0018, "step": 2870 }, { "epoch": 4.432474028472489, "grad_norm": 0.06828371435403824, "learning_rate": 3.8060233744356633e-06, "loss": 0.0095, "step": 2880 }, { "epoch": 4.4478645632935745, "grad_norm": 0.03534894064068794, "learning_rate": 3.602838640595152e-06, "loss": 0.0033, "step": 2890 }, { "epoch": 4.46325509811466, "grad_norm": 0.36536815762519836, "learning_rate": 3.4050244876656866e-06, "loss": 0.0044, "step": 2900 }, { "epoch": 4.46325509811466, "eval_loss": 0.059850871562957764, "eval_runtime": 175.0039, "eval_samples_per_second": 6.606, "eval_steps_per_second": 6.606, "step": 2900 }, { "epoch": 4.478645632935745, "grad_norm": 0.12761013209819794, "learning_rate": 3.2126038131022552e-06, "loss": 0.0113, "step": 2910 }, { "epoch": 4.494036167756829, "grad_norm": 0.09695135056972504, "learning_rate": 3.025598890051995e-06, "loss": 0.0043, "step": 2920 }, { "epoch": 4.5094267025779144, "grad_norm": 0.29140061140060425, "learning_rate": 2.8440313647760288e-06, "loss": 0.0029, "step": 2930 }, { "epoch": 4.524817237399, "grad_norm": 0.38758528232574463, "learning_rate": 2.6679222541438397e-06, "loss": 0.0065, "step": 2940 }, { "epoch": 4.540207772220085, "grad_norm": 0.011333267204463482, "learning_rate": 2.4972919432005582e-06, "loss": 0.0017, "step": 2950 }, { "epoch": 4.540207772220085, "eval_loss": 0.05833715572953224, "eval_runtime": 174.9986, "eval_samples_per_second": 6.606, "eval_steps_per_second": 6.606, "step": 2950 }, { "epoch": 4.555598307041169, "grad_norm": 0.10328371077775955, "learning_rate": 2.3321601828073135e-06, "loss": 0.0027, "step": 2960 }, { "epoch": 4.570988841862254, "grad_norm": 0.07473993301391602, "learning_rate": 2.1725460873550317e-06, "loss": 0.0074, "step": 2970 }, { "epoch": 4.58637937668334, "grad_norm": 0.0183301642537117, "learning_rate": 2.0184681325519096e-06, "loss": 0.0054, "step": 2980 }, { "epoch": 4.601769911504425, "grad_norm": 0.2049105167388916, "learning_rate": 1.869944153284786e-06, "loss": 0.0055, "step": 2990 }, { "epoch": 4.61716044632551, "grad_norm": 0.04020959138870239, "learning_rate": 1.7269913415547456e-06, "loss": 0.0034, "step": 3000 }, { "epoch": 4.61716044632551, "eval_loss": 0.05813543125987053, "eval_runtime": 174.7446, "eval_samples_per_second": 6.615, "eval_steps_per_second": 6.615, "step": 3000 }, { "epoch": 4.632550981146595, "grad_norm": 0.20188899338245392, "learning_rate": 1.589626244487069e-06, "loss": 0.0026, "step": 3010 }, { "epoch": 4.64794151596768, "grad_norm": 0.2812189757823944, "learning_rate": 1.4578647624158726e-06, "loss": 0.0069, "step": 3020 }, { "epoch": 4.663332050788765, "grad_norm": 0.8022979497909546, "learning_rate": 1.3317221470436293e-06, "loss": 0.0059, "step": 3030 }, { "epoch": 4.67872258560985, "grad_norm": 0.02248234860599041, "learning_rate": 1.2112129996757315e-06, "loss": 0.0091, "step": 3040 }, { "epoch": 4.694113120430935, "grad_norm": 0.00878127757459879, "learning_rate": 1.0963512695303546e-06, "loss": 0.0048, "step": 3050 }, { "epoch": 4.694113120430935, "eval_loss": 0.05782487243413925, "eval_runtime": 174.7306, "eval_samples_per_second": 6.616, "eval_steps_per_second": 6.616, "step": 3050 }, { "epoch": 4.7095036552520195, "grad_norm": 0.05645116791129112, "learning_rate": 9.871502521237975e-07, "loss": 0.0032, "step": 3060 }, { "epoch": 4.724894190073105, "grad_norm": 0.3131750822067261, "learning_rate": 8.83622587731514e-07, "loss": 0.0033, "step": 3070 }, { "epoch": 4.74028472489419, "grad_norm": 0.44069525599479675, "learning_rate": 7.857802599249564e-07, "loss": 0.0107, "step": 3080 }, { "epoch": 4.755675259715275, "grad_norm": 0.14901208877563477, "learning_rate": 6.936345941844335e-07, "loss": 0.0038, "step": 3090 }, { "epoch": 4.77106579453636, "grad_norm": 0.11920231580734253, "learning_rate": 6.071962565881939e-07, "loss": 0.0051, "step": 3100 }, { "epoch": 4.77106579453636, "eval_loss": 0.0577433742582798, "eval_runtime": 174.4067, "eval_samples_per_second": 6.628, "eval_steps_per_second": 6.628, "step": 3100 }, { "epoch": 4.786456329357446, "grad_norm": 0.17919094860553741, "learning_rate": 5.264752525777961e-07, "loss": 0.0095, "step": 3110 }, { "epoch": 4.80184686417853, "grad_norm": 0.10345309972763062, "learning_rate": 4.5148092579991863e-07, "loss": 0.002, "step": 3120 }, { "epoch": 4.817237398999615, "grad_norm": 0.03707447648048401, "learning_rate": 3.822219570248531e-07, "loss": 0.006, "step": 3130 }, { "epoch": 4.8326279338207, "grad_norm": 0.24922269582748413, "learning_rate": 3.187063631416742e-07, "loss": 0.0026, "step": 3140 }, { "epoch": 4.8480184686417855, "grad_norm": 0.47316935658454895, "learning_rate": 2.6094149623024365e-07, "loss": 0.0053, "step": 3150 }, { "epoch": 4.8480184686417855, "eval_loss": 0.057770997285842896, "eval_runtime": 174.5817, "eval_samples_per_second": 6.622, "eval_steps_per_second": 6.622, "step": 3150 }, { "epoch": 4.86340900346287, "grad_norm": 0.2129555642604828, "learning_rate": 2.0893404271022376e-07, "loss": 0.0058, "step": 3160 }, { "epoch": 4.878799538283955, "grad_norm": 0.31666478514671326, "learning_rate": 1.626900225670691e-07, "loss": 0.0041, "step": 3170 }, { "epoch": 4.89419007310504, "grad_norm": 0.07376430183649063, "learning_rate": 1.2221478865524493e-07, "loss": 0.0024, "step": 3180 }, { "epoch": 4.9095806079261255, "grad_norm": 0.031059809029102325, "learning_rate": 8.751302607857836e-08, "loss": 0.0053, "step": 3190 }, { "epoch": 4.924971142747211, "grad_norm": 0.037241578102111816, "learning_rate": 5.8588751647975506e-08, "loss": 0.0033, "step": 3200 }, { "epoch": 4.924971142747211, "eval_loss": 0.057740841060876846, "eval_runtime": 174.3938, "eval_samples_per_second": 6.629, "eval_steps_per_second": 6.629, "step": 3200 }, { "epoch": 4.940361677568296, "grad_norm": 0.2316117137670517, "learning_rate": 3.544531341646007e-08, "loss": 0.0061, "step": 3210 }, { "epoch": 4.95575221238938, "grad_norm": 0.10855795443058014, "learning_rate": 1.808539029161116e-08, "loss": 0.0039, "step": 3220 }, { "epoch": 4.9711427472104655, "grad_norm": 0.48546239733695984, "learning_rate": 6.510991725500182e-09, "loss": 0.0058, "step": 3230 }, { "epoch": 4.986533282031551, "grad_norm": 0.07362986356019974, "learning_rate": 7.234574820769169e-10, "loss": 0.0044, "step": 3240 }, { "epoch": 4.994228549442093, "step": 3245, "total_flos": 8.1511813636463e+17, "train_loss": 0.04558033469306715, "train_runtime": 40942.202, "train_samples_per_second": 1.27, "train_steps_per_second": 0.079 } ], "logging_steps": 10, "max_steps": 3245, "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": 8.1511813636463e+17, "train_batch_size": 1, "trial_name": null, "trial_params": null }