{ "best_metric": 0.03199377283453941, "best_model_checkpoint": "saves/psy-course/Qwen2.5-7B-Instruct/train/fold7/checkpoint-1750", "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": 3.7242681980133057, "learning_rate": 3.0769230769230774e-06, "loss": 1.9983, "step": 10 }, { "epoch": 0.030781069642170065, "grad_norm": 4.060908794403076, "learning_rate": 6.153846153846155e-06, "loss": 1.9251, "step": 20 }, { "epoch": 0.0461716044632551, "grad_norm": 3.9718127250671387, "learning_rate": 9.230769230769232e-06, "loss": 1.7145, "step": 30 }, { "epoch": 0.06156213928434013, "grad_norm": 3.4009063243865967, "learning_rate": 1.230769230769231e-05, "loss": 1.3802, "step": 40 }, { "epoch": 0.07695267410542517, "grad_norm": 2.0971736907958984, "learning_rate": 1.5384615384615387e-05, "loss": 0.8743, "step": 50 }, { "epoch": 0.07695267410542517, "eval_loss": 0.6952459812164307, "eval_runtime": 152.6263, "eval_samples_per_second": 7.574, "eval_steps_per_second": 7.574, "step": 50 }, { "epoch": 0.0923432089265102, "grad_norm": 0.893717885017395, "learning_rate": 1.8461538461538465e-05, "loss": 0.5914, "step": 60 }, { "epoch": 0.10773374374759523, "grad_norm": 1.2102733850479126, "learning_rate": 2.1538461538461542e-05, "loss": 0.4083, "step": 70 }, { "epoch": 0.12312427856868026, "grad_norm": 0.6031086444854736, "learning_rate": 2.461538461538462e-05, "loss": 0.2135, "step": 80 }, { "epoch": 0.1385148133897653, "grad_norm": 0.9773842096328735, "learning_rate": 2.7692307692307694e-05, "loss": 0.2181, "step": 90 }, { "epoch": 0.15390534821085033, "grad_norm": 0.6637694239616394, "learning_rate": 3.0769230769230774e-05, "loss": 0.156, "step": 100 }, { "epoch": 0.15390534821085033, "eval_loss": 0.10799720883369446, "eval_runtime": 152.9511, "eval_samples_per_second": 7.558, "eval_steps_per_second": 7.558, "step": 100 }, { "epoch": 0.16929588303193535, "grad_norm": 0.8486623764038086, "learning_rate": 3.384615384615385e-05, "loss": 0.1094, "step": 110 }, { "epoch": 0.1846864178530204, "grad_norm": 0.8181426525115967, "learning_rate": 3.692307692307693e-05, "loss": 0.1091, "step": 120 }, { "epoch": 0.2000769526741054, "grad_norm": 1.299336552619934, "learning_rate": 4e-05, "loss": 0.079, "step": 130 }, { "epoch": 0.21546748749519046, "grad_norm": 0.9502790570259094, "learning_rate": 4.3076923076923084e-05, "loss": 0.0835, "step": 140 }, { "epoch": 0.2308580223162755, "grad_norm": 0.7055000066757202, "learning_rate": 4.615384615384616e-05, "loss": 0.0872, "step": 150 }, { "epoch": 0.2308580223162755, "eval_loss": 0.07323972135782242, "eval_runtime": 153.062, "eval_samples_per_second": 7.552, "eval_steps_per_second": 7.552, "step": 150 }, { "epoch": 0.24624855713736052, "grad_norm": 0.7500439286231995, "learning_rate": 4.923076923076924e-05, "loss": 0.0828, "step": 160 }, { "epoch": 0.26163909195844554, "grad_norm": 1.3891620635986328, "learning_rate": 5.230769230769231e-05, "loss": 0.0752, "step": 170 }, { "epoch": 0.2770296267795306, "grad_norm": 0.7466645240783691, "learning_rate": 5.538461538461539e-05, "loss": 0.0595, "step": 180 }, { "epoch": 0.2924201616006156, "grad_norm": 0.6291409134864807, "learning_rate": 5.846153846153847e-05, "loss": 0.0522, "step": 190 }, { "epoch": 0.30781069642170067, "grad_norm": 0.5699347853660583, "learning_rate": 6.153846153846155e-05, "loss": 0.0732, "step": 200 }, { "epoch": 0.30781069642170067, "eval_loss": 0.055596888065338135, "eval_runtime": 153.0422, "eval_samples_per_second": 7.553, "eval_steps_per_second": 7.553, "step": 200 }, { "epoch": 0.3232012312427857, "grad_norm": 0.6821591854095459, "learning_rate": 6.461538461538462e-05, "loss": 0.0646, "step": 210 }, { "epoch": 0.3385917660638707, "grad_norm": 0.7783260941505432, "learning_rate": 6.76923076923077e-05, "loss": 0.0616, "step": 220 }, { "epoch": 0.35398230088495575, "grad_norm": 0.319352924823761, "learning_rate": 7.076923076923078e-05, "loss": 0.0452, "step": 230 }, { "epoch": 0.3693728357060408, "grad_norm": 0.6423914432525635, "learning_rate": 7.384615384615386e-05, "loss": 0.0581, "step": 240 }, { "epoch": 0.38476337052712584, "grad_norm": 0.4901570677757263, "learning_rate": 7.692307692307693e-05, "loss": 0.0551, "step": 250 }, { "epoch": 0.38476337052712584, "eval_loss": 0.0529809296131134, "eval_runtime": 153.1271, "eval_samples_per_second": 7.549, "eval_steps_per_second": 7.549, "step": 250 }, { "epoch": 0.4001539053482108, "grad_norm": 0.35566428303718567, "learning_rate": 8e-05, "loss": 0.0522, "step": 260 }, { "epoch": 0.41554444016929587, "grad_norm": 0.8170797824859619, "learning_rate": 8.307692307692309e-05, "loss": 0.0512, "step": 270 }, { "epoch": 0.4309349749903809, "grad_norm": 0.506725549697876, "learning_rate": 8.615384615384617e-05, "loss": 0.0575, "step": 280 }, { "epoch": 0.44632550981146596, "grad_norm": 0.38407424092292786, "learning_rate": 8.923076923076924e-05, "loss": 0.0619, "step": 290 }, { "epoch": 0.461716044632551, "grad_norm": 0.4513370394706726, "learning_rate": 9.230769230769232e-05, "loss": 0.0528, "step": 300 }, { "epoch": 0.461716044632551, "eval_loss": 0.0502796396613121, "eval_runtime": 153.1739, "eval_samples_per_second": 7.547, "eval_steps_per_second": 7.547, "step": 300 }, { "epoch": 0.477106579453636, "grad_norm": 0.4808270037174225, "learning_rate": 9.53846153846154e-05, "loss": 0.0587, "step": 310 }, { "epoch": 0.49249711427472104, "grad_norm": 1.0640689134597778, "learning_rate": 9.846153846153848e-05, "loss": 0.063, "step": 320 }, { "epoch": 0.5078876490958061, "grad_norm": 0.3364812433719635, "learning_rate": 9.999927654251793e-05, "loss": 0.0574, "step": 330 }, { "epoch": 0.5232781839168911, "grad_norm": 0.42063969373703003, "learning_rate": 9.99934890082745e-05, "loss": 0.0523, "step": 340 }, { "epoch": 0.5386687187379762, "grad_norm": 0.401907354593277, "learning_rate": 9.99819146097084e-05, "loss": 0.046, "step": 350 }, { "epoch": 0.5386687187379762, "eval_loss": 0.04721313342452049, "eval_runtime": 153.2316, "eval_samples_per_second": 7.544, "eval_steps_per_second": 7.544, "step": 350 }, { "epoch": 0.5540592535590612, "grad_norm": 0.2865579426288605, "learning_rate": 9.996455468658355e-05, "loss": 0.059, "step": 360 }, { "epoch": 0.5694497883801463, "grad_norm": 0.472827672958374, "learning_rate": 9.994141124835203e-05, "loss": 0.0441, "step": 370 }, { "epoch": 0.5848403232012312, "grad_norm": 0.43391329050064087, "learning_rate": 9.991248697392142e-05, "loss": 0.0456, "step": 380 }, { "epoch": 0.6002308580223162, "grad_norm": 0.573106586933136, "learning_rate": 9.987778521134476e-05, "loss": 0.0422, "step": 390 }, { "epoch": 0.6156213928434013, "grad_norm": 0.2550828456878662, "learning_rate": 9.983730997743294e-05, "loss": 0.0625, "step": 400 }, { "epoch": 0.6156213928434013, "eval_loss": 0.045130085200071335, "eval_runtime": 153.2505, "eval_samples_per_second": 7.543, "eval_steps_per_second": 7.543, "step": 400 }, { "epoch": 0.6310119276644863, "grad_norm": 0.17762994766235352, "learning_rate": 9.979106595728978e-05, "loss": 0.0422, "step": 410 }, { "epoch": 0.6464024624855714, "grad_norm": 0.4644079804420471, "learning_rate": 9.973905850376977e-05, "loss": 0.054, "step": 420 }, { "epoch": 0.6617929973066564, "grad_norm": 0.56646728515625, "learning_rate": 9.968129363685833e-05, "loss": 0.0473, "step": 430 }, { "epoch": 0.6771835321277414, "grad_norm": 0.3449053466320038, "learning_rate": 9.961777804297514e-05, "loss": 0.0608, "step": 440 }, { "epoch": 0.6925740669488265, "grad_norm": 0.2865304946899414, "learning_rate": 9.954851907420009e-05, "loss": 0.0349, "step": 450 }, { "epoch": 0.6925740669488265, "eval_loss": 0.04394521191716194, "eval_runtime": 153.2495, "eval_samples_per_second": 7.543, "eval_steps_per_second": 7.543, "step": 450 }, { "epoch": 0.7079646017699115, "grad_norm": 0.3648393154144287, "learning_rate": 9.947352474742222e-05, "loss": 0.0365, "step": 460 }, { "epoch": 0.7233551365909965, "grad_norm": 0.2595067024230957, "learning_rate": 9.93928037434118e-05, "loss": 0.0304, "step": 470 }, { "epoch": 0.7387456714120816, "grad_norm": 0.49874451756477356, "learning_rate": 9.930636540581556e-05, "loss": 0.0354, "step": 480 }, { "epoch": 0.7541362062331666, "grad_norm": 0.28884512186050415, "learning_rate": 9.921421974007506e-05, "loss": 0.0402, "step": 490 }, { "epoch": 0.7695267410542517, "grad_norm": 0.4333209693431854, "learning_rate": 9.911637741226849e-05, "loss": 0.0303, "step": 500 }, { "epoch": 0.7695267410542517, "eval_loss": 0.04045053571462631, "eval_runtime": 153.2372, "eval_samples_per_second": 7.544, "eval_steps_per_second": 7.544, "step": 500 }, { "epoch": 0.7849172758753367, "grad_norm": 0.49973243474960327, "learning_rate": 9.90128497478762e-05, "loss": 0.0319, "step": 510 }, { "epoch": 0.8003078106964217, "grad_norm": 0.14952120184898376, "learning_rate": 9.890364873046965e-05, "loss": 0.0496, "step": 520 }, { "epoch": 0.8156983455175068, "grad_norm": 0.38538721203804016, "learning_rate": 9.878878700032427e-05, "loss": 0.062, "step": 530 }, { "epoch": 0.8310888803385917, "grad_norm": 0.35999152064323425, "learning_rate": 9.866827785295638e-05, "loss": 0.0416, "step": 540 }, { "epoch": 0.8464794151596768, "grad_norm": 0.24905063211917877, "learning_rate": 9.854213523758413e-05, "loss": 0.0468, "step": 550 }, { "epoch": 0.8464794151596768, "eval_loss": 0.03800861909985542, "eval_runtime": 153.2454, "eval_samples_per_second": 7.543, "eval_steps_per_second": 7.543, "step": 550 }, { "epoch": 0.8618699499807618, "grad_norm": 0.21499799191951752, "learning_rate": 9.841037375551294e-05, "loss": 0.0319, "step": 560 }, { "epoch": 0.8772604848018468, "grad_norm": 0.34962165355682373, "learning_rate": 9.827300865844527e-05, "loss": 0.0321, "step": 570 }, { "epoch": 0.8926510196229319, "grad_norm": 0.3447439670562744, "learning_rate": 9.813005584671522e-05, "loss": 0.0382, "step": 580 }, { "epoch": 0.9080415544440169, "grad_norm": 0.29191455245018005, "learning_rate": 9.79815318674481e-05, "loss": 0.0536, "step": 590 }, { "epoch": 0.923432089265102, "grad_norm": 0.3137579560279846, "learning_rate": 9.782745391264498e-05, "loss": 0.0383, "step": 600 }, { "epoch": 0.923432089265102, "eval_loss": 0.03731103986501694, "eval_runtime": 153.3431, "eval_samples_per_second": 7.539, "eval_steps_per_second": 7.539, "step": 600 }, { "epoch": 0.938822624086187, "grad_norm": 0.26628851890563965, "learning_rate": 9.76678398171927e-05, "loss": 0.0354, "step": 610 }, { "epoch": 0.954213158907272, "grad_norm": 0.17702606320381165, "learning_rate": 9.750270805679945e-05, "loss": 0.0397, "step": 620 }, { "epoch": 0.9696036937283571, "grad_norm": 0.35290348529815674, "learning_rate": 9.733207774585618e-05, "loss": 0.0429, "step": 630 }, { "epoch": 0.9849942285494421, "grad_norm": 0.9227323532104492, "learning_rate": 9.715596863522398e-05, "loss": 0.0362, "step": 640 }, { "epoch": 1.0003847633705272, "grad_norm": 0.5537252426147461, "learning_rate": 9.697440110994801e-05, "loss": 0.0307, "step": 650 }, { "epoch": 1.0003847633705272, "eval_loss": 0.036164309829473495, "eval_runtime": 153.3321, "eval_samples_per_second": 7.539, "eval_steps_per_second": 7.539, "step": 650 }, { "epoch": 1.0157752981916122, "grad_norm": 0.44172441959381104, "learning_rate": 9.678739618689775e-05, "loss": 0.0372, "step": 660 }, { "epoch": 1.0311658330126972, "grad_norm": 0.40371954441070557, "learning_rate": 9.659497551233431e-05, "loss": 0.039, "step": 670 }, { "epoch": 1.0465563678337821, "grad_norm": 0.2652777433395386, "learning_rate": 9.639716135940485e-05, "loss": 0.0338, "step": 680 }, { "epoch": 1.0619469026548674, "grad_norm": 0.4269815981388092, "learning_rate": 9.619397662556435e-05, "loss": 0.048, "step": 690 }, { "epoch": 1.0773374374759523, "grad_norm": 0.2099122256040573, "learning_rate": 9.598544482992517e-05, "loss": 0.0357, "step": 700 }, { "epoch": 1.0773374374759523, "eval_loss": 0.03784062713384628, "eval_runtime": 153.4131, "eval_samples_per_second": 7.535, "eval_steps_per_second": 7.535, "step": 700 }, { "epoch": 1.0927279722970373, "grad_norm": 0.3871307373046875, "learning_rate": 9.57715901105348e-05, "loss": 0.0318, "step": 710 }, { "epoch": 1.1081185071181223, "grad_norm": 0.1988789290189743, "learning_rate": 9.555243722158158e-05, "loss": 0.0259, "step": 720 }, { "epoch": 1.1235090419392073, "grad_norm": 0.26087290048599243, "learning_rate": 9.532801153052958e-05, "loss": 0.0315, "step": 730 }, { "epoch": 1.1388995767602923, "grad_norm": 0.5976797342300415, "learning_rate": 9.509833901518209e-05, "loss": 0.038, "step": 740 }, { "epoch": 1.1542901115813775, "grad_norm": 0.2549760937690735, "learning_rate": 9.486344626067475e-05, "loss": 0.03, "step": 750 }, { "epoch": 1.1542901115813775, "eval_loss": 0.035586223006248474, "eval_runtime": 153.4685, "eval_samples_per_second": 7.532, "eval_steps_per_second": 7.532, "step": 750 }, { "epoch": 1.1696806464024625, "grad_norm": 0.23747926950454712, "learning_rate": 9.462336045639815e-05, "loss": 0.0373, "step": 760 }, { "epoch": 1.1850711812235475, "grad_norm": 0.2744942605495453, "learning_rate": 9.437810939285068e-05, "loss": 0.0388, "step": 770 }, { "epoch": 1.2004617160446325, "grad_norm": 0.20212800800800323, "learning_rate": 9.412772145842165e-05, "loss": 0.032, "step": 780 }, { "epoch": 1.2158522508657175, "grad_norm": 0.2919940650463104, "learning_rate": 9.387222563610535e-05, "loss": 0.034, "step": 790 }, { "epoch": 1.2312427856868027, "grad_norm": 0.2869492471218109, "learning_rate": 9.361165150014606e-05, "loss": 0.0303, "step": 800 }, { "epoch": 1.2312427856868027, "eval_loss": 0.035416457802057266, "eval_runtime": 153.6345, "eval_samples_per_second": 7.524, "eval_steps_per_second": 7.524, "step": 800 }, { "epoch": 1.2466333205078877, "grad_norm": 0.16437041759490967, "learning_rate": 9.334602921261492e-05, "loss": 0.0359, "step": 810 }, { "epoch": 1.2620238553289727, "grad_norm": 0.21569447219371796, "learning_rate": 9.307538951991852e-05, "loss": 0.026, "step": 820 }, { "epoch": 1.2774143901500576, "grad_norm": 0.3021999001502991, "learning_rate": 9.279976374923988e-05, "loss": 0.0312, "step": 830 }, { "epoch": 1.2928049249711426, "grad_norm": 0.45706892013549805, "learning_rate": 9.251918380491238e-05, "loss": 0.0284, "step": 840 }, { "epoch": 1.3081954597922278, "grad_norm": 0.5673989057540894, "learning_rate": 9.223368216472668e-05, "loss": 0.0334, "step": 850 }, { "epoch": 1.3081954597922278, "eval_loss": 0.03567519783973694, "eval_runtime": 153.5184, "eval_samples_per_second": 7.53, "eval_steps_per_second": 7.53, "step": 850 }, { "epoch": 1.3235859946133128, "grad_norm": 0.21376289427280426, "learning_rate": 9.194329187617127e-05, "loss": 0.0326, "step": 860 }, { "epoch": 1.3389765294343978, "grad_norm": 0.333779513835907, "learning_rate": 9.164804655260735e-05, "loss": 0.0294, "step": 870 }, { "epoch": 1.3543670642554828, "grad_norm": 0.12364228069782257, "learning_rate": 9.134798036937778e-05, "loss": 0.0292, "step": 880 }, { "epoch": 1.3697575990765678, "grad_norm": 0.18600425124168396, "learning_rate": 9.104312805985134e-05, "loss": 0.0353, "step": 890 }, { "epoch": 1.385148133897653, "grad_norm": 0.260386198759079, "learning_rate": 9.073352491140221e-05, "loss": 0.0203, "step": 900 }, { "epoch": 1.385148133897653, "eval_loss": 0.03431593254208565, "eval_runtime": 153.4965, "eval_samples_per_second": 7.531, "eval_steps_per_second": 7.531, "step": 900 }, { "epoch": 1.400538668718738, "grad_norm": 0.23011595010757446, "learning_rate": 9.041920676132543e-05, "loss": 0.0293, "step": 910 }, { "epoch": 1.415929203539823, "grad_norm": 0.2681461274623871, "learning_rate": 9.010020999268854e-05, "loss": 0.0352, "step": 920 }, { "epoch": 1.431319738360908, "grad_norm": 0.224797785282135, "learning_rate": 8.977657153012027e-05, "loss": 0.0275, "step": 930 }, { "epoch": 1.446710273181993, "grad_norm": 0.43936702609062195, "learning_rate": 8.944832883553633e-05, "loss": 0.0353, "step": 940 }, { "epoch": 1.4621008080030782, "grad_norm": 0.07843472063541412, "learning_rate": 8.91155199038032e-05, "loss": 0.0394, "step": 950 }, { "epoch": 1.4621008080030782, "eval_loss": 0.03500496223568916, "eval_runtime": 153.4389, "eval_samples_per_second": 7.534, "eval_steps_per_second": 7.534, "step": 950 }, { "epoch": 1.4774913428241632, "grad_norm": 0.30399879813194275, "learning_rate": 8.877818325834006e-05, "loss": 0.03, "step": 960 }, { "epoch": 1.4928818776452482, "grad_norm": 0.0947657898068428, "learning_rate": 8.843635794665961e-05, "loss": 0.0241, "step": 970 }, { "epoch": 1.5082724124663334, "grad_norm": 0.3287079632282257, "learning_rate": 8.809008353584829e-05, "loss": 0.0352, "step": 980 }, { "epoch": 1.5236629472874181, "grad_norm": 0.20038163661956787, "learning_rate": 8.773940010798627e-05, "loss": 0.0345, "step": 990 }, { "epoch": 1.5390534821085033, "grad_norm": 0.23154109716415405, "learning_rate": 8.738434825550785e-05, "loss": 0.0321, "step": 1000 }, { "epoch": 1.5390534821085033, "eval_loss": 0.03294072300195694, "eval_runtime": 153.4172, "eval_samples_per_second": 7.535, "eval_steps_per_second": 7.535, "step": 1000 }, { "epoch": 1.5544440169295883, "grad_norm": 0.19439604878425598, "learning_rate": 8.702496907650274e-05, "loss": 0.0346, "step": 1010 }, { "epoch": 1.5698345517506733, "grad_norm": 0.2487119734287262, "learning_rate": 8.666130416995897e-05, "loss": 0.0394, "step": 1020 }, { "epoch": 1.5852250865717585, "grad_norm": 0.14983823895454407, "learning_rate": 8.629339563094758e-05, "loss": 0.0319, "step": 1030 }, { "epoch": 1.6006156213928433, "grad_norm": 0.12596146762371063, "learning_rate": 8.592128604575014e-05, "loss": 0.0322, "step": 1040 }, { "epoch": 1.6160061562139285, "grad_norm": 0.25006648898124695, "learning_rate": 8.554501848692921e-05, "loss": 0.0331, "step": 1050 }, { "epoch": 1.6160061562139285, "eval_loss": 0.03370964899659157, "eval_runtime": 153.4104, "eval_samples_per_second": 7.535, "eval_steps_per_second": 7.535, "step": 1050 }, { "epoch": 1.6313966910350135, "grad_norm": 0.19626592099666595, "learning_rate": 8.51646365083426e-05, "loss": 0.0268, "step": 1060 }, { "epoch": 1.6467872258560985, "grad_norm": 0.16402246057987213, "learning_rate": 8.478018414010191e-05, "loss": 0.0283, "step": 1070 }, { "epoch": 1.6621777606771835, "grad_norm": 0.16251496970653534, "learning_rate": 8.439170588347598e-05, "loss": 0.0244, "step": 1080 }, { "epoch": 1.6775682954982685, "grad_norm": 0.5160397887229919, "learning_rate": 8.399924670573969e-05, "loss": 0.03, "step": 1090 }, { "epoch": 1.6929588303193537, "grad_norm": 0.1784953773021698, "learning_rate": 8.360285203496894e-05, "loss": 0.0328, "step": 1100 }, { "epoch": 1.6929588303193537, "eval_loss": 0.034384939819574356, "eval_runtime": 153.4141, "eval_samples_per_second": 7.535, "eval_steps_per_second": 7.535, "step": 1100 }, { "epoch": 1.7083493651404387, "grad_norm": 0.4627922773361206, "learning_rate": 8.320256775478228e-05, "loss": 0.0377, "step": 1110 }, { "epoch": 1.7237398999615237, "grad_norm": 0.1881691813468933, "learning_rate": 8.279844019902968e-05, "loss": 0.0271, "step": 1120 }, { "epoch": 1.7391304347826086, "grad_norm": 0.2602936029434204, "learning_rate": 8.239051614642934e-05, "loss": 0.0402, "step": 1130 }, { "epoch": 1.7545209696036936, "grad_norm": 0.13404856622219086, "learning_rate": 8.197884281515292e-05, "loss": 0.0468, "step": 1140 }, { "epoch": 1.7699115044247788, "grad_norm": 0.2135487049818039, "learning_rate": 8.156346785735997e-05, "loss": 0.0213, "step": 1150 }, { "epoch": 1.7699115044247788, "eval_loss": 0.0335485003888607, "eval_runtime": 153.3703, "eval_samples_per_second": 7.537, "eval_steps_per_second": 7.537, "step": 1150 }, { "epoch": 1.7853020392458638, "grad_norm": 0.16438467800617218, "learning_rate": 8.114443935368198e-05, "loss": 0.0296, "step": 1160 }, { "epoch": 1.8006925740669488, "grad_norm": 0.15055839717388153, "learning_rate": 8.072180580765709e-05, "loss": 0.0238, "step": 1170 }, { "epoch": 1.8160831088880338, "grad_norm": 0.15962374210357666, "learning_rate": 8.02956161401155e-05, "loss": 0.0254, "step": 1180 }, { "epoch": 1.8314736437091188, "grad_norm": 0.35032787919044495, "learning_rate": 7.98659196835169e-05, "loss": 0.0368, "step": 1190 }, { "epoch": 1.846864178530204, "grad_norm": 0.09017729759216309, "learning_rate": 7.943276617624014e-05, "loss": 0.0216, "step": 1200 }, { "epoch": 1.846864178530204, "eval_loss": 0.035347830504179, "eval_runtime": 153.4758, "eval_samples_per_second": 7.532, "eval_steps_per_second": 7.532, "step": 1200 }, { "epoch": 1.862254713351289, "grad_norm": 0.3004724979400635, "learning_rate": 7.899620575682578e-05, "loss": 0.0299, "step": 1210 }, { "epoch": 1.877645248172374, "grad_norm": 0.13141077756881714, "learning_rate": 7.85562889581725e-05, "loss": 0.0271, "step": 1220 }, { "epoch": 1.893035782993459, "grad_norm": 0.11445621401071548, "learning_rate": 7.811306670168788e-05, "loss": 0.031, "step": 1230 }, { "epoch": 1.908426317814544, "grad_norm": 0.20827576518058777, "learning_rate": 7.766659029139393e-05, "loss": 0.0346, "step": 1240 }, { "epoch": 1.9238168526356292, "grad_norm": 0.35453861951828003, "learning_rate": 7.72169114079887e-05, "loss": 0.0295, "step": 1250 }, { "epoch": 1.9238168526356292, "eval_loss": 0.03391389176249504, "eval_runtime": 153.4937, "eval_samples_per_second": 7.531, "eval_steps_per_second": 7.531, "step": 1250 }, { "epoch": 1.9392073874567142, "grad_norm": 0.35258570313453674, "learning_rate": 7.676408210286407e-05, "loss": 0.0321, "step": 1260 }, { "epoch": 1.9545979222777992, "grad_norm": 0.19581347703933716, "learning_rate": 7.630815479208066e-05, "loss": 0.0284, "step": 1270 }, { "epoch": 1.9699884570988841, "grad_norm": 0.1685507595539093, "learning_rate": 7.584918225030053e-05, "loss": 0.0247, "step": 1280 }, { "epoch": 1.9853789919199691, "grad_norm": 0.21214863657951355, "learning_rate": 7.538721760467845e-05, "loss": 0.0313, "step": 1290 }, { "epoch": 2.0007695267410543, "grad_norm": 0.14349879324436188, "learning_rate": 7.49223143287122e-05, "loss": 0.0224, "step": 1300 }, { "epoch": 2.0007695267410543, "eval_loss": 0.032222457230091095, "eval_runtime": 153.5029, "eval_samples_per_second": 7.531, "eval_steps_per_second": 7.531, "step": 1300 }, { "epoch": 2.016160061562139, "grad_norm": 0.24724121391773224, "learning_rate": 7.445452623605307e-05, "loss": 0.0211, "step": 1310 }, { "epoch": 2.0315505963832243, "grad_norm": 0.2738001048564911, "learning_rate": 7.398390747427662e-05, "loss": 0.022, "step": 1320 }, { "epoch": 2.0469411312043095, "grad_norm": 0.13100820779800415, "learning_rate": 7.351051251861501e-05, "loss": 0.022, "step": 1330 }, { "epoch": 2.0623316660253943, "grad_norm": 0.1414738893508911, "learning_rate": 7.303439616565146e-05, "loss": 0.0201, "step": 1340 }, { "epoch": 2.0777222008464795, "grad_norm": 0.2568168640136719, "learning_rate": 7.255561352697732e-05, "loss": 0.0157, "step": 1350 }, { "epoch": 2.0777222008464795, "eval_loss": 0.033858660608530045, "eval_runtime": 153.4369, "eval_samples_per_second": 7.534, "eval_steps_per_second": 7.534, "step": 1350 }, { "epoch": 2.0931127356675643, "grad_norm": 0.12020983546972275, "learning_rate": 7.207422002281281e-05, "loss": 0.0212, "step": 1360 }, { "epoch": 2.1085032704886495, "grad_norm": 0.517400324344635, "learning_rate": 7.159027137559197e-05, "loss": 0.0173, "step": 1370 }, { "epoch": 2.1238938053097347, "grad_norm": 0.251701682806015, "learning_rate": 7.110382360351267e-05, "loss": 0.0141, "step": 1380 }, { "epoch": 2.1392843401308195, "grad_norm": 0.2363581359386444, "learning_rate": 7.061493301405244e-05, "loss": 0.0174, "step": 1390 }, { "epoch": 2.1546748749519047, "grad_norm": 0.6419008374214172, "learning_rate": 7.012365619745064e-05, "loss": 0.0288, "step": 1400 }, { "epoch": 2.1546748749519047, "eval_loss": 0.0355730764567852, "eval_runtime": 153.5741, "eval_samples_per_second": 7.527, "eval_steps_per_second": 7.527, "step": 1400 }, { "epoch": 2.1700654097729895, "grad_norm": 0.0650162398815155, "learning_rate": 6.963005002015808e-05, "loss": 0.0156, "step": 1410 }, { "epoch": 2.1854559445940747, "grad_norm": 0.3059469759464264, "learning_rate": 6.91341716182545e-05, "loss": 0.0246, "step": 1420 }, { "epoch": 2.20084647941516, "grad_norm": 0.3678857088088989, "learning_rate": 6.863607839083507e-05, "loss": 0.0163, "step": 1430 }, { "epoch": 2.2162370142362446, "grad_norm": 0.17199157178401947, "learning_rate": 6.813582799336624e-05, "loss": 0.0202, "step": 1440 }, { "epoch": 2.23162754905733, "grad_norm": 0.1235027089715004, "learning_rate": 6.763347833101192e-05, "loss": 0.0142, "step": 1450 }, { "epoch": 2.23162754905733, "eval_loss": 0.03511354699730873, "eval_runtime": 153.5029, "eval_samples_per_second": 7.531, "eval_steps_per_second": 7.531, "step": 1450 }, { "epoch": 2.2470180838784146, "grad_norm": 0.24692963063716888, "learning_rate": 6.712908755193094e-05, "loss": 0.0206, "step": 1460 }, { "epoch": 2.2624086186995, "grad_norm": 0.16651657223701477, "learning_rate": 6.662271404054621e-05, "loss": 0.0222, "step": 1470 }, { "epoch": 2.2777991535205846, "grad_norm": 0.25574541091918945, "learning_rate": 6.611441641078657e-05, "loss": 0.0238, "step": 1480 }, { "epoch": 2.29318968834167, "grad_norm": 0.13530392944812775, "learning_rate": 6.560425349930208e-05, "loss": 0.0248, "step": 1490 }, { "epoch": 2.308580223162755, "grad_norm": 0.24548520147800446, "learning_rate": 6.509228435865357e-05, "loss": 0.0186, "step": 1500 }, { "epoch": 2.308580223162755, "eval_loss": 0.03335192799568176, "eval_runtime": 153.6065, "eval_samples_per_second": 7.526, "eval_steps_per_second": 7.526, "step": 1500 }, { "epoch": 2.32397075798384, "grad_norm": 0.2126888781785965, "learning_rate": 6.45785682504772e-05, "loss": 0.0221, "step": 1510 }, { "epoch": 2.339361292804925, "grad_norm": 0.12796470522880554, "learning_rate": 6.406316463862467e-05, "loss": 0.021, "step": 1520 }, { "epoch": 2.3547518276260098, "grad_norm": 0.23904035985469818, "learning_rate": 6.35461331822803e-05, "loss": 0.0203, "step": 1530 }, { "epoch": 2.370142362447095, "grad_norm": 0.2982531785964966, "learning_rate": 6.302753372905515e-05, "loss": 0.0191, "step": 1540 }, { "epoch": 2.38553289726818, "grad_norm": 0.18962526321411133, "learning_rate": 6.250742630805971e-05, "loss": 0.0145, "step": 1550 }, { "epoch": 2.38553289726818, "eval_loss": 0.03628704696893692, "eval_runtime": 153.5799, "eval_samples_per_second": 7.527, "eval_steps_per_second": 7.527, "step": 1550 }, { "epoch": 2.400923432089265, "grad_norm": 0.48935335874557495, "learning_rate": 6.198587112295526e-05, "loss": 0.0139, "step": 1560 }, { "epoch": 2.41631396691035, "grad_norm": 0.4216659665107727, "learning_rate": 6.14629285449852e-05, "loss": 0.0242, "step": 1570 }, { "epoch": 2.431704501731435, "grad_norm": 0.14698106050491333, "learning_rate": 6.093865910598688e-05, "loss": 0.0191, "step": 1580 }, { "epoch": 2.44709503655252, "grad_norm": 0.1931188553571701, "learning_rate": 6.0413123491385025e-05, "loss": 0.0179, "step": 1590 }, { "epoch": 2.4624855713736054, "grad_norm": 0.3148833215236664, "learning_rate": 5.988638253316713e-05, "loss": 0.0148, "step": 1600 }, { "epoch": 2.4624855713736054, "eval_loss": 0.03412811458110809, "eval_runtime": 153.5482, "eval_samples_per_second": 7.529, "eval_steps_per_second": 7.529, "step": 1600 }, { "epoch": 2.47787610619469, "grad_norm": 0.28911468386650085, "learning_rate": 5.935849720284206e-05, "loss": 0.018, "step": 1610 }, { "epoch": 2.4932666410157753, "grad_norm": 0.16387534141540527, "learning_rate": 5.8829528604382436e-05, "loss": 0.0203, "step": 1620 }, { "epoch": 2.50865717583686, "grad_norm": 0.13904359936714172, "learning_rate": 5.829953796715176e-05, "loss": 0.0189, "step": 1630 }, { "epoch": 2.5240477106579453, "grad_norm": 0.35930711030960083, "learning_rate": 5.7768586638816924e-05, "loss": 0.0189, "step": 1640 }, { "epoch": 2.5394382454790305, "grad_norm": 0.29709628224372864, "learning_rate": 5.723673607824705e-05, "loss": 0.0208, "step": 1650 }, { "epoch": 2.5394382454790305, "eval_loss": 0.03251875191926956, "eval_runtime": 153.4794, "eval_samples_per_second": 7.532, "eval_steps_per_second": 7.532, "step": 1650 }, { "epoch": 2.5548287803001153, "grad_norm": 0.5938408970832825, "learning_rate": 5.670404784839953e-05, "loss": 0.0166, "step": 1660 }, { "epoch": 2.5702193151212005, "grad_norm": 0.2963032126426697, "learning_rate": 5.6170583609193984e-05, "loss": 0.018, "step": 1670 }, { "epoch": 2.5856098499422853, "grad_norm": 0.2618955373764038, "learning_rate": 5.56364051103749e-05, "loss": 0.0262, "step": 1680 }, { "epoch": 2.6010003847633705, "grad_norm": 0.20557081699371338, "learning_rate": 5.5101574184364056e-05, "loss": 0.0233, "step": 1690 }, { "epoch": 2.6163909195844557, "grad_norm": 0.188442662358284, "learning_rate": 5.4566152739103116e-05, "loss": 0.0178, "step": 1700 }, { "epoch": 2.6163909195844557, "eval_loss": 0.03273773565888405, "eval_runtime": 153.5007, "eval_samples_per_second": 7.531, "eval_steps_per_second": 7.531, "step": 1700 }, { "epoch": 2.6317814544055405, "grad_norm": 0.2138468325138092, "learning_rate": 5.403020275088786e-05, "loss": 0.0189, "step": 1710 }, { "epoch": 2.6471719892266257, "grad_norm": 0.18362319469451904, "learning_rate": 5.349378625719408e-05, "loss": 0.0307, "step": 1720 }, { "epoch": 2.6625625240477104, "grad_norm": 0.38724571466445923, "learning_rate": 5.2956965349496743e-05, "loss": 0.0234, "step": 1730 }, { "epoch": 2.6779530588687956, "grad_norm": 0.13776294887065887, "learning_rate": 5.241980216608261e-05, "loss": 0.0163, "step": 1740 }, { "epoch": 2.693343593689881, "grad_norm": 0.18619877099990845, "learning_rate": 5.188235888485773e-05, "loss": 0.026, "step": 1750 }, { "epoch": 2.693343593689881, "eval_loss": 0.03199377283453941, "eval_runtime": 153.5102, "eval_samples_per_second": 7.53, "eval_steps_per_second": 7.53, "step": 1750 }, { "epoch": 2.7087341285109656, "grad_norm": 0.3150208294391632, "learning_rate": 5.13446977161501e-05, "loss": 0.0153, "step": 1760 }, { "epoch": 2.724124663332051, "grad_norm": 0.6441848874092102, "learning_rate": 5.0806880895508766e-05, "loss": 0.0202, "step": 1770 }, { "epoch": 2.7395151981531356, "grad_norm": 0.3958023190498352, "learning_rate": 5.026897067649976e-05, "loss": 0.0274, "step": 1780 }, { "epoch": 2.754905732974221, "grad_norm": 0.1302323192358017, "learning_rate": 4.973102932350026e-05, "loss": 0.0196, "step": 1790 }, { "epoch": 2.770296267795306, "grad_norm": 0.3273060917854309, "learning_rate": 4.9193119104491245e-05, "loss": 0.0239, "step": 1800 }, { "epoch": 2.770296267795306, "eval_loss": 0.03334551677107811, "eval_runtime": 153.4821, "eval_samples_per_second": 7.532, "eval_steps_per_second": 7.532, "step": 1800 }, { "epoch": 2.785686802616391, "grad_norm": 0.24538679420948029, "learning_rate": 4.86553022838499e-05, "loss": 0.0202, "step": 1810 }, { "epoch": 2.801077337437476, "grad_norm": 0.4235229790210724, "learning_rate": 4.8117641115142285e-05, "loss": 0.0248, "step": 1820 }, { "epoch": 2.8164678722585608, "grad_norm": 0.6049575209617615, "learning_rate": 4.758019783391741e-05, "loss": 0.0238, "step": 1830 }, { "epoch": 2.831858407079646, "grad_norm": 0.2025410681962967, "learning_rate": 4.704303465050327e-05, "loss": 0.0262, "step": 1840 }, { "epoch": 2.847248941900731, "grad_norm": 0.21600890159606934, "learning_rate": 4.6506213742805924e-05, "loss": 0.0227, "step": 1850 }, { "epoch": 2.847248941900731, "eval_loss": 0.03210474178195, "eval_runtime": 153.5798, "eval_samples_per_second": 7.527, "eval_steps_per_second": 7.527, "step": 1850 }, { "epoch": 2.862639476721816, "grad_norm": 1.0758823156356812, "learning_rate": 4.5969797249112146e-05, "loss": 0.0145, "step": 1860 }, { "epoch": 2.878030011542901, "grad_norm": 0.30649304389953613, "learning_rate": 4.54338472608969e-05, "loss": 0.027, "step": 1870 }, { "epoch": 2.893420546363986, "grad_norm": 0.48852482438087463, "learning_rate": 4.489842581563597e-05, "loss": 0.0136, "step": 1880 }, { "epoch": 2.908811081185071, "grad_norm": 0.20170648396015167, "learning_rate": 4.436359488962511e-05, "loss": 0.018, "step": 1890 }, { "epoch": 2.9242016160061564, "grad_norm": 0.22177694737911224, "learning_rate": 4.382941639080602e-05, "loss": 0.0166, "step": 1900 }, { "epoch": 2.9242016160061564, "eval_loss": 0.03265943005681038, "eval_runtime": 153.518, "eval_samples_per_second": 7.53, "eval_steps_per_second": 7.53, "step": 1900 }, { "epoch": 2.939592150827241, "grad_norm": 0.28209346532821655, "learning_rate": 4.3295952151600475e-05, "loss": 0.0228, "step": 1910 }, { "epoch": 2.9549826856483263, "grad_norm": 0.4292439818382263, "learning_rate": 4.276326392175296e-05, "loss": 0.0184, "step": 1920 }, { "epoch": 2.970373220469411, "grad_norm": 0.15051664412021637, "learning_rate": 4.2231413361183095e-05, "loss": 0.0163, "step": 1930 }, { "epoch": 2.9857637552904963, "grad_norm": 0.18560007214546204, "learning_rate": 4.1700462032848244e-05, "loss": 0.0138, "step": 1940 }, { "epoch": 3.0011542901115815, "grad_norm": 0.26750048995018005, "learning_rate": 4.117047139561758e-05, "loss": 0.0281, "step": 1950 }, { "epoch": 3.0011542901115815, "eval_loss": 0.03369417041540146, "eval_runtime": 153.5195, "eval_samples_per_second": 7.53, "eval_steps_per_second": 7.53, "step": 1950 }, { "epoch": 3.0165448249326663, "grad_norm": 0.15498404204845428, "learning_rate": 4.0641502797157966e-05, "loss": 0.0065, "step": 1960 }, { "epoch": 3.0319353597537515, "grad_norm": 0.20060932636260986, "learning_rate": 4.011361746683288e-05, "loss": 0.011, "step": 1970 }, { "epoch": 3.0473258945748363, "grad_norm": 0.16343066096305847, "learning_rate": 3.958687650861499e-05, "loss": 0.0097, "step": 1980 }, { "epoch": 3.0627164293959215, "grad_norm": 0.2700605094432831, "learning_rate": 3.906134089401313e-05, "loss": 0.0089, "step": 1990 }, { "epoch": 3.0781069642170067, "grad_norm": 0.15850695967674255, "learning_rate": 3.853707145501482e-05, "loss": 0.0121, "step": 2000 }, { "epoch": 3.0781069642170067, "eval_loss": 0.03507872298359871, "eval_runtime": 153.4414, "eval_samples_per_second": 7.534, "eval_steps_per_second": 7.534, "step": 2000 }, { "epoch": 3.0934974990380915, "grad_norm": 1.2655847072601318, "learning_rate": 3.801412887704475e-05, "loss": 0.007, "step": 2010 }, { "epoch": 3.1088880338591767, "grad_norm": 0.07978175580501556, "learning_rate": 3.749257369194029e-05, "loss": 0.0112, "step": 2020 }, { "epoch": 3.1242785686802614, "grad_norm": 0.06244011968374252, "learning_rate": 3.697246627094487e-05, "loss": 0.009, "step": 2030 }, { "epoch": 3.1396691035013466, "grad_norm": 0.1545596420764923, "learning_rate": 3.6453866817719726e-05, "loss": 0.0072, "step": 2040 }, { "epoch": 3.155059638322432, "grad_norm": 0.3066238462924957, "learning_rate": 3.593683536137533e-05, "loss": 0.0084, "step": 2050 }, { "epoch": 3.155059638322432, "eval_loss": 0.03844831883907318, "eval_runtime": 153.62, "eval_samples_per_second": 7.525, "eval_steps_per_second": 7.525, "step": 2050 }, { "epoch": 3.1704501731435166, "grad_norm": 0.18462346494197845, "learning_rate": 3.542143174952282e-05, "loss": 0.0073, "step": 2060 }, { "epoch": 3.185840707964602, "grad_norm": 0.48185572028160095, "learning_rate": 3.490771564134643e-05, "loss": 0.0078, "step": 2070 }, { "epoch": 3.2012312427856866, "grad_norm": 0.25839656591415405, "learning_rate": 3.4395746500697925e-05, "loss": 0.0096, "step": 2080 }, { "epoch": 3.216621777606772, "grad_norm": 0.31359630823135376, "learning_rate": 3.388558358921343e-05, "loss": 0.0092, "step": 2090 }, { "epoch": 3.232012312427857, "grad_norm": 0.13891646265983582, "learning_rate": 3.337728595945378e-05, "loss": 0.009, "step": 2100 }, { "epoch": 3.232012312427857, "eval_loss": 0.03841811791062355, "eval_runtime": 153.5857, "eval_samples_per_second": 7.527, "eval_steps_per_second": 7.527, "step": 2100 }, { "epoch": 3.247402847248942, "grad_norm": 0.10538731515407562, "learning_rate": 3.287091244806907e-05, "loss": 0.0107, "step": 2110 }, { "epoch": 3.262793382070027, "grad_norm": 0.3056080639362335, "learning_rate": 3.2366521668988106e-05, "loss": 0.0099, "step": 2120 }, { "epoch": 3.2781839168911118, "grad_norm": 0.43214520812034607, "learning_rate": 3.186417200663379e-05, "loss": 0.0087, "step": 2130 }, { "epoch": 3.293574451712197, "grad_norm": 0.188354030251503, "learning_rate": 3.136392160916495e-05, "loss": 0.0055, "step": 2140 }, { "epoch": 3.308964986533282, "grad_norm": 0.33608776330947876, "learning_rate": 3.086582838174551e-05, "loss": 0.0085, "step": 2150 }, { "epoch": 3.308964986533282, "eval_loss": 0.038668908178806305, "eval_runtime": 153.6417, "eval_samples_per_second": 7.524, "eval_steps_per_second": 7.524, "step": 2150 }, { "epoch": 3.324355521354367, "grad_norm": 0.1601262390613556, "learning_rate": 3.036994997984194e-05, "loss": 0.0103, "step": 2160 }, { "epoch": 3.339746056175452, "grad_norm": 0.44842690229415894, "learning_rate": 2.9876343802549357e-05, "loss": 0.014, "step": 2170 }, { "epoch": 3.355136590996537, "grad_norm": 0.05282491073012352, "learning_rate": 2.938506698594755e-05, "loss": 0.009, "step": 2180 }, { "epoch": 3.370527125817622, "grad_norm": 0.4253879189491272, "learning_rate": 2.8896176396487334e-05, "loss": 0.0086, "step": 2190 }, { "epoch": 3.3859176606387074, "grad_norm": 0.15728415548801422, "learning_rate": 2.8409728624408067e-05, "loss": 0.0122, "step": 2200 }, { "epoch": 3.3859176606387074, "eval_loss": 0.038225095719099045, "eval_runtime": 153.5555, "eval_samples_per_second": 7.528, "eval_steps_per_second": 7.528, "step": 2200 }, { "epoch": 3.401308195459792, "grad_norm": 0.2565001845359802, "learning_rate": 2.7925779977187215e-05, "loss": 0.0097, "step": 2210 }, { "epoch": 3.4166987302808773, "grad_norm": 0.24468065798282623, "learning_rate": 2.7444386473022686e-05, "loss": 0.0073, "step": 2220 }, { "epoch": 3.432089265101962, "grad_norm": 0.1760941445827484, "learning_rate": 2.696560383434854e-05, "loss": 0.0108, "step": 2230 }, { "epoch": 3.4474797999230473, "grad_norm": 0.2724066376686096, "learning_rate": 2.6489487481384988e-05, "loss": 0.0124, "step": 2240 }, { "epoch": 3.4628703347441325, "grad_norm": 0.24038079380989075, "learning_rate": 2.601609252572339e-05, "loss": 0.0098, "step": 2250 }, { "epoch": 3.4628703347441325, "eval_loss": 0.03855520859360695, "eval_runtime": 153.5926, "eval_samples_per_second": 7.526, "eval_steps_per_second": 7.526, "step": 2250 }, { "epoch": 3.4782608695652173, "grad_norm": 0.13553006947040558, "learning_rate": 2.554547376394692e-05, "loss": 0.0087, "step": 2260 }, { "epoch": 3.4936514043863025, "grad_norm": 0.29440829157829285, "learning_rate": 2.5077685671287808e-05, "loss": 0.0051, "step": 2270 }, { "epoch": 3.5090419392073873, "grad_norm": 0.25422459840774536, "learning_rate": 2.4612782395321593e-05, "loss": 0.0115, "step": 2280 }, { "epoch": 3.5244324740284725, "grad_norm": 0.4125272333621979, "learning_rate": 2.4150817749699496e-05, "loss": 0.0072, "step": 2290 }, { "epoch": 3.5398230088495577, "grad_norm": 0.12208764255046844, "learning_rate": 2.3691845207919357e-05, "loss": 0.0098, "step": 2300 }, { "epoch": 3.5398230088495577, "eval_loss": 0.04005374014377594, "eval_runtime": 153.5778, "eval_samples_per_second": 7.527, "eval_steps_per_second": 7.527, "step": 2300 }, { "epoch": 3.5552135436706425, "grad_norm": 0.13058073818683624, "learning_rate": 2.3235917897135934e-05, "loss": 0.0119, "step": 2310 }, { "epoch": 3.5706040784917277, "grad_norm": 0.5856406688690186, "learning_rate": 2.2783088592011303e-05, "loss": 0.0125, "step": 2320 }, { "epoch": 3.5859946133128124, "grad_norm": 0.1644304394721985, "learning_rate": 2.233340970860608e-05, "loss": 0.0089, "step": 2330 }, { "epoch": 3.6013851481338977, "grad_norm": 0.21768446266651154, "learning_rate": 2.1886933298312125e-05, "loss": 0.0114, "step": 2340 }, { "epoch": 3.616775682954983, "grad_norm": 0.10144747793674469, "learning_rate": 2.1443711041827503e-05, "loss": 0.0042, "step": 2350 }, { "epoch": 3.616775682954983, "eval_loss": 0.040071211755275726, "eval_runtime": 153.5656, "eval_samples_per_second": 7.528, "eval_steps_per_second": 7.528, "step": 2350 }, { "epoch": 3.6321662177760676, "grad_norm": 0.32862967252731323, "learning_rate": 2.1003794243174252e-05, "loss": 0.0116, "step": 2360 }, { "epoch": 3.647556752597153, "grad_norm": 0.23250256478786469, "learning_rate": 2.0567233823759886e-05, "loss": 0.0073, "step": 2370 }, { "epoch": 3.6629472874182376, "grad_norm": 0.21265877783298492, "learning_rate": 2.0134080316483113e-05, "loss": 0.0083, "step": 2380 }, { "epoch": 3.678337822239323, "grad_norm": 0.3839889168739319, "learning_rate": 1.970438385988452e-05, "loss": 0.0127, "step": 2390 }, { "epoch": 3.693728357060408, "grad_norm": 0.11790256202220917, "learning_rate": 1.927819419234292e-05, "loss": 0.0136, "step": 2400 }, { "epoch": 3.693728357060408, "eval_loss": 0.03891169652342796, "eval_runtime": 153.6468, "eval_samples_per_second": 7.524, "eval_steps_per_second": 7.524, "step": 2400 }, { "epoch": 3.709118891881493, "grad_norm": 0.4756694436073303, "learning_rate": 1.885556064631801e-05, "loss": 0.0094, "step": 2410 }, { "epoch": 3.724509426702578, "grad_norm": 0.2919870913028717, "learning_rate": 1.843653214264003e-05, "loss": 0.0064, "step": 2420 }, { "epoch": 3.7398999615236628, "grad_norm": 0.13588456809520721, "learning_rate": 1.8021157184847087e-05, "loss": 0.0083, "step": 2430 }, { "epoch": 3.755290496344748, "grad_norm": 0.4328075647354126, "learning_rate": 1.7609483853570668e-05, "loss": 0.0074, "step": 2440 }, { "epoch": 3.770681031165833, "grad_norm": 0.20062220096588135, "learning_rate": 1.720155980097034e-05, "loss": 0.0069, "step": 2450 }, { "epoch": 3.770681031165833, "eval_loss": 0.039667315781116486, "eval_runtime": 153.6248, "eval_samples_per_second": 7.525, "eval_steps_per_second": 7.525, "step": 2450 }, { "epoch": 3.786071565986918, "grad_norm": 0.17748044431209564, "learning_rate": 1.6797432245217736e-05, "loss": 0.0098, "step": 2460 }, { "epoch": 3.801462100808003, "grad_norm": 0.20702221989631653, "learning_rate": 1.6397147965031072e-05, "loss": 0.0045, "step": 2470 }, { "epoch": 3.816852635629088, "grad_norm": 0.13460060954093933, "learning_rate": 1.600075329426033e-05, "loss": 0.0097, "step": 2480 }, { "epoch": 3.832243170450173, "grad_norm": 0.3496813476085663, "learning_rate": 1.560829411652403e-05, "loss": 0.0128, "step": 2490 }, { "epoch": 3.8476337052712584, "grad_norm": 0.19876216351985931, "learning_rate": 1.521981585989809e-05, "loss": 0.0103, "step": 2500 }, { "epoch": 3.8476337052712584, "eval_loss": 0.040010035037994385, "eval_runtime": 153.6847, "eval_samples_per_second": 7.522, "eval_steps_per_second": 7.522, "step": 2500 }, { "epoch": 3.863024240092343, "grad_norm": 0.05878753960132599, "learning_rate": 1.4835363491657412e-05, "loss": 0.0095, "step": 2510 }, { "epoch": 3.8784147749134283, "grad_norm": 0.4279109835624695, "learning_rate": 1.4454981513070791e-05, "loss": 0.006, "step": 2520 }, { "epoch": 3.893805309734513, "grad_norm": 0.048280470073223114, "learning_rate": 1.4078713954249873e-05, "loss": 0.0062, "step": 2530 }, { "epoch": 3.9091958445555983, "grad_norm": 0.146065354347229, "learning_rate": 1.3706604369052434e-05, "loss": 0.0064, "step": 2540 }, { "epoch": 3.9245863793766835, "grad_norm": 0.47686049342155457, "learning_rate": 1.3338695830041047e-05, "loss": 0.0127, "step": 2550 }, { "epoch": 3.9245863793766835, "eval_loss": 0.03990347683429718, "eval_runtime": 153.6454, "eval_samples_per_second": 7.524, "eval_steps_per_second": 7.524, "step": 2550 }, { "epoch": 3.9399769141977683, "grad_norm": 0.36422210931777954, "learning_rate": 1.2975030923497262e-05, "loss": 0.0071, "step": 2560 }, { "epoch": 3.9553674490188535, "grad_norm": 0.412509024143219, "learning_rate": 1.2615651744492151e-05, "loss": 0.0067, "step": 2570 }, { "epoch": 3.9707579838399383, "grad_norm": 0.28886809945106506, "learning_rate": 1.2260599892013719e-05, "loss": 0.0137, "step": 2580 }, { "epoch": 3.9861485186610235, "grad_norm": 0.4501112103462219, "learning_rate": 1.1909916464151715e-05, "loss": 0.0071, "step": 2590 }, { "epoch": 4.001539053482109, "grad_norm": 0.05743866413831711, "learning_rate": 1.1563642053340406e-05, "loss": 0.0094, "step": 2600 }, { "epoch": 4.001539053482109, "eval_loss": 0.04044051468372345, "eval_runtime": 153.5381, "eval_samples_per_second": 7.529, "eval_steps_per_second": 7.529, "step": 2600 }, { "epoch": 4.016929588303194, "grad_norm": 0.18015027046203613, "learning_rate": 1.1221816741659964e-05, "loss": 0.005, "step": 2610 }, { "epoch": 4.032320123124278, "grad_norm": 0.2031249850988388, "learning_rate": 1.0884480096196803e-05, "loss": 0.0018, "step": 2620 }, { "epoch": 4.047710657945363, "grad_norm": 0.040425654500722885, "learning_rate": 1.0551671164463666e-05, "loss": 0.0021, "step": 2630 }, { "epoch": 4.063101192766449, "grad_norm": 0.05413879081606865, "learning_rate": 1.0223428469879736e-05, "loss": 0.0062, "step": 2640 }, { "epoch": 4.078491727587534, "grad_norm": 0.053463660180568695, "learning_rate": 9.899790007311455e-06, "loss": 0.0021, "step": 2650 }, { "epoch": 4.078491727587534, "eval_loss": 0.04159535467624664, "eval_runtime": 153.5542, "eval_samples_per_second": 7.528, "eval_steps_per_second": 7.528, "step": 2650 }, { "epoch": 4.093882262408619, "grad_norm": 0.2915383279323578, "learning_rate": 9.580793238674573e-06, "loss": 0.0047, "step": 2660 }, { "epoch": 4.109272797229703, "grad_norm": 0.20806525647640228, "learning_rate": 9.266475088597781e-06, "loss": 0.0038, "step": 2670 }, { "epoch": 4.124663332050789, "grad_norm": 0.0508367158472538, "learning_rate": 8.956871940148681e-06, "loss": 0.003, "step": 2680 }, { "epoch": 4.140053866871874, "grad_norm": 0.11718433350324631, "learning_rate": 8.65201963062225e-06, "loss": 0.0045, "step": 2690 }, { "epoch": 4.155444401692959, "grad_norm": 0.04133271425962448, "learning_rate": 8.351953447392674e-06, "loss": 0.0041, "step": 2700 }, { "epoch": 4.155444401692959, "eval_loss": 0.044051170349121094, "eval_runtime": 153.5585, "eval_samples_per_second": 7.528, "eval_steps_per_second": 7.528, "step": 2700 }, { "epoch": 4.170834936514044, "grad_norm": 0.05952709540724754, "learning_rate": 8.056708123828738e-06, "loss": 0.004, "step": 2710 }, { "epoch": 4.186225471335129, "grad_norm": 0.14487892389297485, "learning_rate": 7.76631783527334e-06, "loss": 0.0037, "step": 2720 }, { "epoch": 4.201616006156214, "grad_norm": 0.07504426687955856, "learning_rate": 7.4808161950876145e-06, "loss": 0.0032, "step": 2730 }, { "epoch": 4.217006540977299, "grad_norm": 0.4350045919418335, "learning_rate": 7.200236250760111e-06, "loss": 0.0041, "step": 2740 }, { "epoch": 4.232397075798384, "grad_norm": 0.10965240746736526, "learning_rate": 6.924610480081478e-06, "loss": 0.0018, "step": 2750 }, { "epoch": 4.232397075798384, "eval_loss": 0.045383669435977936, "eval_runtime": 153.6568, "eval_samples_per_second": 7.523, "eval_steps_per_second": 7.523, "step": 2750 }, { "epoch": 4.247787610619469, "grad_norm": 0.15645179152488708, "learning_rate": 6.6539707873850774e-06, "loss": 0.0024, "step": 2760 }, { "epoch": 4.263178145440554, "grad_norm": 0.3239983320236206, "learning_rate": 6.3883484998539525e-06, "loss": 0.0018, "step": 2770 }, { "epoch": 4.278568680261639, "grad_norm": 0.40874114632606506, "learning_rate": 6.127774363894667e-06, "loss": 0.0028, "step": 2780 }, { "epoch": 4.293959215082724, "grad_norm": 0.05759256333112717, "learning_rate": 5.872278541578352e-06, "loss": 0.0035, "step": 2790 }, { "epoch": 4.309349749903809, "grad_norm": 0.022221652790904045, "learning_rate": 5.6218906071493275e-06, "loss": 0.0031, "step": 2800 }, { "epoch": 4.309349749903809, "eval_loss": 0.04668058082461357, "eval_runtime": 153.643, "eval_samples_per_second": 7.524, "eval_steps_per_second": 7.524, "step": 2800 }, { "epoch": 4.324740284724895, "grad_norm": 0.02655138447880745, "learning_rate": 5.376639543601858e-06, "loss": 0.0024, "step": 2810 }, { "epoch": 4.340130819545979, "grad_norm": 0.03543700650334358, "learning_rate": 5.136553739325256e-06, "loss": 0.003, "step": 2820 }, { "epoch": 4.355521354367064, "grad_norm": 0.07309824228286743, "learning_rate": 4.901660984817908e-06, "loss": 0.0025, "step": 2830 }, { "epoch": 4.370911889188149, "grad_norm": 0.5029100775718689, "learning_rate": 4.671988469470434e-06, "loss": 0.0032, "step": 2840 }, { "epoch": 4.3863024240092345, "grad_norm": 0.04499899223446846, "learning_rate": 4.447562778418435e-06, "loss": 0.0032, "step": 2850 }, { "epoch": 4.3863024240092345, "eval_loss": 0.04750298708677292, "eval_runtime": 153.6046, "eval_samples_per_second": 7.526, "eval_steps_per_second": 7.526, "step": 2850 }, { "epoch": 4.40169295883032, "grad_norm": 0.2527826130390167, "learning_rate": 4.228409889465218e-06, "loss": 0.0018, "step": 2860 }, { "epoch": 4.417083493651404, "grad_norm": 0.0479939766228199, "learning_rate": 4.014555170074824e-06, "loss": 0.0014, "step": 2870 }, { "epoch": 4.432474028472489, "grad_norm": 0.060761477798223495, "learning_rate": 3.8060233744356633e-06, "loss": 0.0077, "step": 2880 }, { "epoch": 4.4478645632935745, "grad_norm": 0.023320671170949936, "learning_rate": 3.602838640595152e-06, "loss": 0.0018, "step": 2890 }, { "epoch": 4.46325509811466, "grad_norm": 0.30546990036964417, "learning_rate": 3.4050244876656866e-06, "loss": 0.0041, "step": 2900 }, { "epoch": 4.46325509811466, "eval_loss": 0.04849005490541458, "eval_runtime": 153.6455, "eval_samples_per_second": 7.524, "eval_steps_per_second": 7.524, "step": 2900 }, { "epoch": 4.478645632935745, "grad_norm": 0.09365452080965042, "learning_rate": 3.2126038131022552e-06, "loss": 0.0062, "step": 2910 }, { "epoch": 4.494036167756829, "grad_norm": 0.054107315838336945, "learning_rate": 3.025598890051995e-06, "loss": 0.0038, "step": 2920 }, { "epoch": 4.5094267025779144, "grad_norm": 0.06470002979040146, "learning_rate": 2.8440313647760288e-06, "loss": 0.003, "step": 2930 }, { "epoch": 4.524817237399, "grad_norm": 0.498833566904068, "learning_rate": 2.6679222541438397e-06, "loss": 0.0033, "step": 2940 }, { "epoch": 4.540207772220085, "grad_norm": 0.0228235125541687, "learning_rate": 2.4972919432005582e-06, "loss": 0.0022, "step": 2950 }, { "epoch": 4.540207772220085, "eval_loss": 0.04833614081144333, "eval_runtime": 153.6168, "eval_samples_per_second": 7.525, "eval_steps_per_second": 7.525, "step": 2950 }, { "epoch": 4.555598307041169, "grad_norm": 0.15385878086090088, "learning_rate": 2.3321601828073135e-06, "loss": 0.001, "step": 2960 }, { "epoch": 4.570988841862254, "grad_norm": 0.05598286911845207, "learning_rate": 2.1725460873550317e-06, "loss": 0.0031, "step": 2970 }, { "epoch": 4.58637937668334, "grad_norm": 0.027815211564302444, "learning_rate": 2.0184681325519096e-06, "loss": 0.0019, "step": 2980 }, { "epoch": 4.601769911504425, "grad_norm": 0.41858261823654175, "learning_rate": 1.869944153284786e-06, "loss": 0.0035, "step": 2990 }, { "epoch": 4.61716044632551, "grad_norm": 0.21508339047431946, "learning_rate": 1.7269913415547456e-06, "loss": 0.0025, "step": 3000 }, { "epoch": 4.61716044632551, "eval_loss": 0.04863893240690231, "eval_runtime": 153.7, "eval_samples_per_second": 7.521, "eval_steps_per_second": 7.521, "step": 3000 }, { "epoch": 4.632550981146595, "grad_norm": 0.10608770698308945, "learning_rate": 1.589626244487069e-06, "loss": 0.0022, "step": 3010 }, { "epoch": 4.64794151596768, "grad_norm": 0.11644887924194336, "learning_rate": 1.4578647624158726e-06, "loss": 0.0038, "step": 3020 }, { "epoch": 4.663332050788765, "grad_norm": 0.28463560342788696, "learning_rate": 1.3317221470436293e-06, "loss": 0.0061, "step": 3030 }, { "epoch": 4.67872258560985, "grad_norm": 0.23935408890247345, "learning_rate": 1.2112129996757315e-06, "loss": 0.0024, "step": 3040 }, { "epoch": 4.694113120430935, "grad_norm": 0.004781701602041721, "learning_rate": 1.0963512695303546e-06, "loss": 0.0018, "step": 3050 }, { "epoch": 4.694113120430935, "eval_loss": 0.04872981086373329, "eval_runtime": 153.7354, "eval_samples_per_second": 7.519, "eval_steps_per_second": 7.519, "step": 3050 }, { "epoch": 4.7095036552520195, "grad_norm": 0.15920807421207428, "learning_rate": 9.871502521237975e-07, "loss": 0.0037, "step": 3060 }, { "epoch": 4.724894190073105, "grad_norm": 0.6049684286117554, "learning_rate": 8.83622587731514e-07, "loss": 0.0027, "step": 3070 }, { "epoch": 4.74028472489419, "grad_norm": 0.8507621884346008, "learning_rate": 7.857802599249564e-07, "loss": 0.0031, "step": 3080 }, { "epoch": 4.755675259715275, "grad_norm": 0.04301118105649948, "learning_rate": 6.936345941844335e-07, "loss": 0.0034, "step": 3090 }, { "epoch": 4.77106579453636, "grad_norm": 0.02284870482981205, "learning_rate": 6.071962565881939e-07, "loss": 0.0026, "step": 3100 }, { "epoch": 4.77106579453636, "eval_loss": 0.04887767136096954, "eval_runtime": 153.7167, "eval_samples_per_second": 7.52, "eval_steps_per_second": 7.52, "step": 3100 }, { "epoch": 4.786456329357446, "grad_norm": 0.06778880953788757, "learning_rate": 5.264752525777961e-07, "loss": 0.0047, "step": 3110 }, { "epoch": 4.80184686417853, "grad_norm": 0.1492983102798462, "learning_rate": 4.5148092579991863e-07, "loss": 0.0022, "step": 3120 }, { "epoch": 4.817237398999615, "grad_norm": 0.009499853476881981, "learning_rate": 3.822219570248531e-07, "loss": 0.0033, "step": 3130 }, { "epoch": 4.8326279338207, "grad_norm": 0.0072215707041323185, "learning_rate": 3.187063631416742e-07, "loss": 0.0025, "step": 3140 }, { "epoch": 4.8480184686417855, "grad_norm": 0.274718314409256, "learning_rate": 2.6094149623024365e-07, "loss": 0.0063, "step": 3150 }, { "epoch": 4.8480184686417855, "eval_loss": 0.04920244961977005, "eval_runtime": 153.6753, "eval_samples_per_second": 7.522, "eval_steps_per_second": 7.522, "step": 3150 }, { "epoch": 4.86340900346287, "grad_norm": 0.0887475311756134, "learning_rate": 2.0893404271022376e-07, "loss": 0.0037, "step": 3160 }, { "epoch": 4.878799538283955, "grad_norm": 0.7433437705039978, "learning_rate": 1.626900225670691e-07, "loss": 0.0036, "step": 3170 }, { "epoch": 4.89419007310504, "grad_norm": 0.09217419475317001, "learning_rate": 1.2221478865524493e-07, "loss": 0.0031, "step": 3180 }, { "epoch": 4.9095806079261255, "grad_norm": 0.07938030362129211, "learning_rate": 8.751302607857836e-08, "loss": 0.0026, "step": 3190 }, { "epoch": 4.924971142747211, "grad_norm": 0.07195305079221725, "learning_rate": 5.8588751647975506e-08, "loss": 0.0029, "step": 3200 }, { "epoch": 4.924971142747211, "eval_loss": 0.04898969456553459, "eval_runtime": 153.5913, "eval_samples_per_second": 7.526, "eval_steps_per_second": 7.526, "step": 3200 }, { "epoch": 4.940361677568296, "grad_norm": 0.03176508843898773, "learning_rate": 3.544531341646007e-08, "loss": 0.0035, "step": 3210 }, { "epoch": 4.95575221238938, "grad_norm": 0.018604934215545654, "learning_rate": 1.808539029161116e-08, "loss": 0.0028, "step": 3220 }, { "epoch": 4.9711427472104655, "grad_norm": 0.4045256972312927, "learning_rate": 6.510991725500182e-09, "loss": 0.0054, "step": 3230 }, { "epoch": 4.986533282031551, "grad_norm": 0.12830907106399536, "learning_rate": 7.234574820769169e-10, "loss": 0.0023, "step": 3240 }, { "epoch": 4.994228549442093, "step": 3245, "total_flos": 7.696760527880847e+17, "train_loss": 0.0511217040796183, "train_runtime": 36319.0813, "train_samples_per_second": 1.431, "train_steps_per_second": 0.089 } ], "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": 7.696760527880847e+17, "train_batch_size": 1, "trial_name": null, "trial_params": null }