diff --git "a/multi_student_3/checkpoint-9000/trainer_state.json" "b/multi_student_3/checkpoint-9000/trainer_state.json" new file mode 100644--- /dev/null +++ "b/multi_student_3/checkpoint-9000/trainer_state.json" @@ -0,0 +1,6334 @@ +{ + "best_global_step": null, + "best_metric": null, + "best_model_checkpoint": null, + "epoch": 6.993392926544889, + "eval_steps": 500, + "global_step": 9000, + "is_hyper_param_search": false, + "is_local_process_zero": true, + "is_world_process_zero": true, + "log_history": [ + { + "epoch": 0.00777302759424796, + "grad_norm": 19.018803349985753, + "learning_rate": 8.737864077669904e-07, + "loss": 8.2473, + "step": 10 + }, + { + "epoch": 0.01554605518849592, + "grad_norm": 17.967208179671328, + "learning_rate": 1.8446601941747572e-06, + "loss": 8.1304, + "step": 20 + }, + { + "epoch": 0.023319082782743878, + "grad_norm": 9.21576906708124, + "learning_rate": 2.8155339805825245e-06, + "loss": 7.4913, + "step": 30 + }, + { + "epoch": 0.03109211037699184, + "grad_norm": 4.8422984662740465, + "learning_rate": 3.7864077669902915e-06, + "loss": 6.7578, + "step": 40 + }, + { + "epoch": 0.0388651379712398, + "grad_norm": 3.0883237528757603, + "learning_rate": 4.7572815533980585e-06, + "loss": 6.2789, + "step": 50 + }, + { + "epoch": 0.046638165565487756, + "grad_norm": 3.0641013238554837, + "learning_rate": 5.728155339805825e-06, + "loss": 5.9381, + "step": 60 + }, + { + "epoch": 0.054411193159735714, + "grad_norm": 3.6989178160715803, + "learning_rate": 6.699029126213592e-06, + "loss": 5.547, + "step": 70 + }, + { + "epoch": 0.06218422075398368, + "grad_norm": 3.8926133061231023, + "learning_rate": 7.66990291262136e-06, + "loss": 4.9449, + "step": 80 + }, + { + "epoch": 0.06995724834823164, + "grad_norm": 6.005297193380389, + "learning_rate": 8.640776699029127e-06, + "loss": 4.2741, + "step": 90 + }, + { + "epoch": 0.0777302759424796, + "grad_norm": 4.634097942418493, + "learning_rate": 9.611650485436892e-06, + "loss": 3.692, + "step": 100 + }, + { + "epoch": 0.08550330353672755, + "grad_norm": 3.9161281136802915, + "learning_rate": 1.0582524271844662e-05, + "loss": 3.3021, + "step": 110 + }, + { + "epoch": 0.09327633113097551, + "grad_norm": 2.668188197386523, + "learning_rate": 1.1553398058252427e-05, + "loss": 3.0699, + "step": 120 + }, + { + "epoch": 0.10104935872522347, + "grad_norm": 5.67542909747789, + "learning_rate": 1.2524271844660197e-05, + "loss": 2.9232, + "step": 130 + }, + { + "epoch": 0.10882238631947143, + "grad_norm": 8.358891491079559, + "learning_rate": 1.3495145631067962e-05, + "loss": 2.8142, + "step": 140 + }, + { + "epoch": 0.11659541391371939, + "grad_norm": 7.521330978238392, + "learning_rate": 1.446601941747573e-05, + "loss": 2.736, + "step": 150 + }, + { + "epoch": 0.12436844150796736, + "grad_norm": 16.178722459983547, + "learning_rate": 1.5436893203883496e-05, + "loss": 2.6651, + "step": 160 + }, + { + "epoch": 0.1321414691022153, + "grad_norm": 8.335965189770683, + "learning_rate": 1.6407766990291263e-05, + "loss": 2.6021, + "step": 170 + }, + { + "epoch": 0.13991449669646328, + "grad_norm": 8.022474097021126, + "learning_rate": 1.737864077669903e-05, + "loss": 2.5458, + "step": 180 + }, + { + "epoch": 0.14768752429071122, + "grad_norm": 11.647238033711355, + "learning_rate": 1.8349514563106798e-05, + "loss": 2.4889, + "step": 190 + }, + { + "epoch": 0.1554605518849592, + "grad_norm": 11.910883080289608, + "learning_rate": 1.9320388349514565e-05, + "loss": 2.4326, + "step": 200 + }, + { + "epoch": 0.16323357947920716, + "grad_norm": 11.410643498860912, + "learning_rate": 2.0291262135922333e-05, + "loss": 2.3697, + "step": 210 + }, + { + "epoch": 0.1710066070734551, + "grad_norm": 11.108752154756692, + "learning_rate": 2.1262135922330097e-05, + "loss": 2.309, + "step": 220 + }, + { + "epoch": 0.17877963466770308, + "grad_norm": 19.998718279627422, + "learning_rate": 2.2233009708737864e-05, + "loss": 2.241, + "step": 230 + }, + { + "epoch": 0.18655266226195102, + "grad_norm": 11.758179967806427, + "learning_rate": 2.3203883495145632e-05, + "loss": 2.1862, + "step": 240 + }, + { + "epoch": 0.194325689856199, + "grad_norm": 13.686852090688575, + "learning_rate": 2.41747572815534e-05, + "loss": 2.1354, + "step": 250 + }, + { + "epoch": 0.20209871745044694, + "grad_norm": 7.097958211758118, + "learning_rate": 2.5145631067961167e-05, + "loss": 2.0252, + "step": 260 + }, + { + "epoch": 0.2098717450446949, + "grad_norm": 12.553623894402433, + "learning_rate": 2.6116504854368934e-05, + "loss": 1.92, + "step": 270 + }, + { + "epoch": 0.21764477263894286, + "grad_norm": 7.033016298250838, + "learning_rate": 2.7087378640776702e-05, + "loss": 1.832, + "step": 280 + }, + { + "epoch": 0.22541780023319083, + "grad_norm": 8.05454776441266, + "learning_rate": 2.8058252427184466e-05, + "loss": 1.7505, + "step": 290 + }, + { + "epoch": 0.23319082782743877, + "grad_norm": 6.32342513670527, + "learning_rate": 2.9029126213592233e-05, + "loss": 1.6596, + "step": 300 + }, + { + "epoch": 0.24096385542168675, + "grad_norm": 6.0607588085936435, + "learning_rate": 3e-05, + "loss": 1.5836, + "step": 310 + }, + { + "epoch": 0.24873688301593472, + "grad_norm": 7.205879956336063, + "learning_rate": 3.097087378640777e-05, + "loss": 1.5148, + "step": 320 + }, + { + "epoch": 0.2565099106101827, + "grad_norm": 5.233158820350977, + "learning_rate": 3.194174757281553e-05, + "loss": 1.4655, + "step": 330 + }, + { + "epoch": 0.2642829382044306, + "grad_norm": 6.5668167184777495, + "learning_rate": 3.29126213592233e-05, + "loss": 1.3996, + "step": 340 + }, + { + "epoch": 0.2720559657986786, + "grad_norm": 5.866172867997477, + "learning_rate": 3.3883495145631074e-05, + "loss": 1.3546, + "step": 350 + }, + { + "epoch": 0.27982899339292655, + "grad_norm": 7.078627326366601, + "learning_rate": 3.485436893203884e-05, + "loss": 1.2957, + "step": 360 + }, + { + "epoch": 0.2876020209871745, + "grad_norm": 7.013906915714377, + "learning_rate": 3.58252427184466e-05, + "loss": 1.265, + "step": 370 + }, + { + "epoch": 0.29537504858142244, + "grad_norm": 5.721220928268079, + "learning_rate": 3.679611650485437e-05, + "loss": 1.2163, + "step": 380 + }, + { + "epoch": 0.3031480761756704, + "grad_norm": 5.571852622479908, + "learning_rate": 3.776699029126214e-05, + "loss": 1.163, + "step": 390 + }, + { + "epoch": 0.3109211037699184, + "grad_norm": 5.4843565963743295, + "learning_rate": 3.873786407766991e-05, + "loss": 1.1277, + "step": 400 + }, + { + "epoch": 0.31869413136416636, + "grad_norm": 7.069970365890535, + "learning_rate": 3.970873786407767e-05, + "loss": 1.1094, + "step": 410 + }, + { + "epoch": 0.3264671589584143, + "grad_norm": 5.425993491783754, + "learning_rate": 4.0679611650485436e-05, + "loss": 1.069, + "step": 420 + }, + { + "epoch": 0.33424018655266224, + "grad_norm": 5.03054433074538, + "learning_rate": 4.165048543689321e-05, + "loss": 1.0382, + "step": 430 + }, + { + "epoch": 0.3420132141469102, + "grad_norm": 7.103802226586121, + "learning_rate": 4.262135922330097e-05, + "loss": 0.9988, + "step": 440 + }, + { + "epoch": 0.3497862417411582, + "grad_norm": 5.180871741408765, + "learning_rate": 4.3592233009708735e-05, + "loss": 0.979, + "step": 450 + }, + { + "epoch": 0.35755926933540616, + "grad_norm": 5.168730423055745, + "learning_rate": 4.4563106796116506e-05, + "loss": 0.9442, + "step": 460 + }, + { + "epoch": 0.3653322969296541, + "grad_norm": 4.509772926215358, + "learning_rate": 4.553398058252427e-05, + "loss": 0.9304, + "step": 470 + }, + { + "epoch": 0.37310532452390205, + "grad_norm": 5.497064414551351, + "learning_rate": 4.650485436893204e-05, + "loss": 0.8971, + "step": 480 + }, + { + "epoch": 0.38087835211815, + "grad_norm": 4.2878368849547375, + "learning_rate": 4.747572815533981e-05, + "loss": 0.8754, + "step": 490 + }, + { + "epoch": 0.388651379712398, + "grad_norm": 5.023778493195039, + "learning_rate": 4.8446601941747576e-05, + "loss": 0.8535, + "step": 500 + }, + { + "epoch": 0.39642440730664597, + "grad_norm": 4.85429288760384, + "learning_rate": 4.941747572815535e-05, + "loss": 0.8176, + "step": 510 + }, + { + "epoch": 0.4041974349008939, + "grad_norm": 4.78285229843812, + "learning_rate": 5.0388349514563104e-05, + "loss": 0.8114, + "step": 520 + }, + { + "epoch": 0.41197046249514185, + "grad_norm": 5.101751542601933, + "learning_rate": 5.135922330097087e-05, + "loss": 0.7752, + "step": 530 + }, + { + "epoch": 0.4197434900893898, + "grad_norm": 5.448054773232898, + "learning_rate": 5.233009708737864e-05, + "loss": 0.755, + "step": 540 + }, + { + "epoch": 0.4275165176836378, + "grad_norm": 4.141934961389859, + "learning_rate": 5.3300970873786417e-05, + "loss": 0.7273, + "step": 550 + }, + { + "epoch": 0.4352895452778857, + "grad_norm": 4.514745713617805, + "learning_rate": 5.427184466019418e-05, + "loss": 0.7143, + "step": 560 + }, + { + "epoch": 0.4430625728721337, + "grad_norm": 3.852074915498448, + "learning_rate": 5.524271844660195e-05, + "loss": 0.6954, + "step": 570 + }, + { + "epoch": 0.45083560046638166, + "grad_norm": 4.549795432019635, + "learning_rate": 5.6213592233009716e-05, + "loss": 0.6695, + "step": 580 + }, + { + "epoch": 0.45860862806062963, + "grad_norm": 3.920314510813715, + "learning_rate": 5.718446601941748e-05, + "loss": 0.6503, + "step": 590 + }, + { + "epoch": 0.46638165565487755, + "grad_norm": 5.518859711149864, + "learning_rate": 5.815533980582525e-05, + "loss": 0.6249, + "step": 600 + }, + { + "epoch": 0.4741546832491255, + "grad_norm": 4.876638883083892, + "learning_rate": 5.9126213592233015e-05, + "loss": 0.6064, + "step": 610 + }, + { + "epoch": 0.4819277108433735, + "grad_norm": 5.2941697252063955, + "learning_rate": 6.009708737864078e-05, + "loss": 0.5911, + "step": 620 + }, + { + "epoch": 0.48970073843762146, + "grad_norm": 4.245229081646686, + "learning_rate": 6.106796116504854e-05, + "loss": 0.5704, + "step": 630 + }, + { + "epoch": 0.49747376603186944, + "grad_norm": 4.127680025681991, + "learning_rate": 6.203883495145631e-05, + "loss": 0.5589, + "step": 640 + }, + { + "epoch": 0.5052467936261174, + "grad_norm": 3.5437231540377616, + "learning_rate": 6.300970873786408e-05, + "loss": 0.5378, + "step": 650 + }, + { + "epoch": 0.5130198212203654, + "grad_norm": 4.180991087743002, + "learning_rate": 6.398058252427184e-05, + "loss": 0.5056, + "step": 660 + }, + { + "epoch": 0.5207928488146133, + "grad_norm": 3.7905222943864034, + "learning_rate": 6.495145631067961e-05, + "loss": 0.4944, + "step": 670 + }, + { + "epoch": 0.5285658764088612, + "grad_norm": 2.829726998778342, + "learning_rate": 6.592233009708738e-05, + "loss": 0.4706, + "step": 680 + }, + { + "epoch": 0.5363389040031092, + "grad_norm": 2.9270824536877456, + "learning_rate": 6.689320388349515e-05, + "loss": 0.4539, + "step": 690 + }, + { + "epoch": 0.5441119315973572, + "grad_norm": 2.742603316305724, + "learning_rate": 6.786407766990291e-05, + "loss": 0.4376, + "step": 700 + }, + { + "epoch": 0.5518849591916052, + "grad_norm": 2.896538805797215, + "learning_rate": 6.883495145631068e-05, + "loss": 0.4113, + "step": 710 + }, + { + "epoch": 0.5596579867858531, + "grad_norm": 3.4815145675652013, + "learning_rate": 6.980582524271845e-05, + "loss": 0.4005, + "step": 720 + }, + { + "epoch": 0.567431014380101, + "grad_norm": 2.270621987351258, + "learning_rate": 7.077669902912621e-05, + "loss": 0.3886, + "step": 730 + }, + { + "epoch": 0.575204041974349, + "grad_norm": 2.7187166457028344, + "learning_rate": 7.174757281553398e-05, + "loss": 0.3765, + "step": 740 + }, + { + "epoch": 0.582977069568597, + "grad_norm": 3.184495607766821, + "learning_rate": 7.271844660194175e-05, + "loss": 0.3514, + "step": 750 + }, + { + "epoch": 0.5907500971628449, + "grad_norm": 2.379059028542611, + "learning_rate": 7.368932038834951e-05, + "loss": 0.341, + "step": 760 + }, + { + "epoch": 0.5985231247570929, + "grad_norm": 2.4310101684060705, + "learning_rate": 7.466019417475728e-05, + "loss": 0.3263, + "step": 770 + }, + { + "epoch": 0.6062961523513408, + "grad_norm": 2.5710567898956005, + "learning_rate": 7.563106796116505e-05, + "loss": 0.3117, + "step": 780 + }, + { + "epoch": 0.6140691799455888, + "grad_norm": 2.416082850923419, + "learning_rate": 7.660194174757281e-05, + "loss": 0.2944, + "step": 790 + }, + { + "epoch": 0.6218422075398368, + "grad_norm": 2.109447352556029, + "learning_rate": 7.757281553398059e-05, + "loss": 0.2832, + "step": 800 + }, + { + "epoch": 0.6296152351340847, + "grad_norm": 2.2994104123752988, + "learning_rate": 7.854368932038836e-05, + "loss": 0.2726, + "step": 810 + }, + { + "epoch": 0.6373882627283327, + "grad_norm": 2.9267817958414524, + "learning_rate": 7.951456310679612e-05, + "loss": 0.2606, + "step": 820 + }, + { + "epoch": 0.6451612903225806, + "grad_norm": 2.1699995560860197, + "learning_rate": 8.048543689320389e-05, + "loss": 0.2471, + "step": 830 + }, + { + "epoch": 0.6529343179168287, + "grad_norm": 1.680681697729957, + "learning_rate": 8.145631067961166e-05, + "loss": 0.2354, + "step": 840 + }, + { + "epoch": 0.6607073455110766, + "grad_norm": 1.88393966323043, + "learning_rate": 8.242718446601942e-05, + "loss": 0.2263, + "step": 850 + }, + { + "epoch": 0.6684803731053245, + "grad_norm": 2.7385999995385957, + "learning_rate": 8.339805825242719e-05, + "loss": 0.2109, + "step": 860 + }, + { + "epoch": 0.6762534006995725, + "grad_norm": 1.71125390353767, + "learning_rate": 8.436893203883496e-05, + "loss": 0.2034, + "step": 870 + }, + { + "epoch": 0.6840264282938204, + "grad_norm": 1.8856456915119455, + "learning_rate": 8.533980582524272e-05, + "loss": 0.1928, + "step": 880 + }, + { + "epoch": 0.6917994558880683, + "grad_norm": 1.54640226468132, + "learning_rate": 8.631067961165049e-05, + "loss": 0.1797, + "step": 890 + }, + { + "epoch": 0.6995724834823164, + "grad_norm": 1.3309710354478357, + "learning_rate": 8.728155339805826e-05, + "loss": 0.1712, + "step": 900 + }, + { + "epoch": 0.7073455110765643, + "grad_norm": 1.2897601826602498, + "learning_rate": 8.825242718446602e-05, + "loss": 0.1624, + "step": 910 + }, + { + "epoch": 0.7151185386708123, + "grad_norm": 1.1022252566548159, + "learning_rate": 8.922330097087379e-05, + "loss": 0.1509, + "step": 920 + }, + { + "epoch": 0.7228915662650602, + "grad_norm": 1.4797407171136665, + "learning_rate": 9.019417475728156e-05, + "loss": 0.1495, + "step": 930 + }, + { + "epoch": 0.7306645938593082, + "grad_norm": 1.4708443604696282, + "learning_rate": 9.116504854368933e-05, + "loss": 0.1407, + "step": 940 + }, + { + "epoch": 0.7384376214535562, + "grad_norm": 1.2062811965627402, + "learning_rate": 9.213592233009709e-05, + "loss": 0.1409, + "step": 950 + }, + { + "epoch": 0.7462106490478041, + "grad_norm": 0.991340571431122, + "learning_rate": 9.310679611650486e-05, + "loss": 0.1267, + "step": 960 + }, + { + "epoch": 0.7539836766420521, + "grad_norm": 1.0799976482859923, + "learning_rate": 9.407766990291263e-05, + "loss": 0.1294, + "step": 970 + }, + { + "epoch": 0.7617567042363, + "grad_norm": 1.0055612260520772, + "learning_rate": 9.504854368932039e-05, + "loss": 0.1167, + "step": 980 + }, + { + "epoch": 0.769529731830548, + "grad_norm": 0.99809772380525, + "learning_rate": 9.601941747572816e-05, + "loss": 0.1104, + "step": 990 + }, + { + "epoch": 0.777302759424796, + "grad_norm": 0.8341966391057081, + "learning_rate": 9.699029126213593e-05, + "loss": 0.104, + "step": 1000 + }, + { + "epoch": 0.7850757870190439, + "grad_norm": 0.7440675821604489, + "learning_rate": 9.796116504854369e-05, + "loss": 0.1, + "step": 1010 + }, + { + "epoch": 0.7928488146132919, + "grad_norm": 1.0089217362175902, + "learning_rate": 9.893203883495146e-05, + "loss": 0.0926, + "step": 1020 + }, + { + "epoch": 0.8006218422075398, + "grad_norm": 0.669475479205569, + "learning_rate": 9.990291262135923e-05, + "loss": 0.0855, + "step": 1030 + }, + { + "epoch": 0.8083948698017878, + "grad_norm": 0.7508700947786369, + "learning_rate": 9.999976722311928e-05, + "loss": 0.0824, + "step": 1040 + }, + { + "epoch": 0.8161678973960358, + "grad_norm": 0.5833904781662174, + "learning_rate": 9.999896256507963e-05, + "loss": 0.0794, + "step": 1050 + }, + { + "epoch": 0.8239409249902837, + "grad_norm": 0.6285661168460489, + "learning_rate": 9.99975831613399e-05, + "loss": 0.0737, + "step": 1060 + }, + { + "epoch": 0.8317139525845316, + "grad_norm": 0.574291945207083, + "learning_rate": 9.99956290277565e-05, + "loss": 0.0689, + "step": 1070 + }, + { + "epoch": 0.8394869801787797, + "grad_norm": 0.4876511188851532, + "learning_rate": 9.999310018679253e-05, + "loss": 0.0659, + "step": 1080 + }, + { + "epoch": 0.8472600077730276, + "grad_norm": 0.553792085705227, + "learning_rate": 9.998999666751738e-05, + "loss": 0.064, + "step": 1090 + }, + { + "epoch": 0.8550330353672756, + "grad_norm": 0.4302541179456994, + "learning_rate": 9.998631850560647e-05, + "loss": 0.0612, + "step": 1100 + }, + { + "epoch": 0.8628060629615235, + "grad_norm": 0.47710435973221127, + "learning_rate": 9.998206574334089e-05, + "loss": 0.0572, + "step": 1110 + }, + { + "epoch": 0.8705790905557714, + "grad_norm": 0.6437234961571133, + "learning_rate": 9.997723842960671e-05, + "loss": 0.0556, + "step": 1120 + }, + { + "epoch": 0.8783521181500195, + "grad_norm": 0.44297654610119586, + "learning_rate": 9.997183661989468e-05, + "loss": 0.0551, + "step": 1130 + }, + { + "epoch": 0.8861251457442674, + "grad_norm": 0.40789308058272417, + "learning_rate": 9.996586037629944e-05, + "loss": 0.052, + "step": 1140 + }, + { + "epoch": 0.8938981733385154, + "grad_norm": 0.412683747214122, + "learning_rate": 9.99593097675188e-05, + "loss": 0.0503, + "step": 1150 + }, + { + "epoch": 0.9016712009327633, + "grad_norm": 0.4042307583726218, + "learning_rate": 9.995218486885302e-05, + "loss": 0.0491, + "step": 1160 + }, + { + "epoch": 0.9094442285270112, + "grad_norm": 0.3917357425568075, + "learning_rate": 9.994448576220388e-05, + "loss": 0.0472, + "step": 1170 + }, + { + "epoch": 0.9172172561212593, + "grad_norm": 0.42847580686284464, + "learning_rate": 9.99362125360738e-05, + "loss": 0.0461, + "step": 1180 + }, + { + "epoch": 0.9249902837155072, + "grad_norm": 0.36275912435050334, + "learning_rate": 9.992736528556474e-05, + "loss": 0.045, + "step": 1190 + }, + { + "epoch": 0.9327633113097551, + "grad_norm": 0.29922320469821373, + "learning_rate": 9.991794411237725e-05, + "loss": 0.0429, + "step": 1200 + }, + { + "epoch": 0.9405363389040031, + "grad_norm": 0.3914552553052167, + "learning_rate": 9.990794912480913e-05, + "loss": 0.0426, + "step": 1210 + }, + { + "epoch": 0.948309366498251, + "grad_norm": 0.38509264588619113, + "learning_rate": 9.989738043775428e-05, + "loss": 0.0423, + "step": 1220 + }, + { + "epoch": 0.9560823940924991, + "grad_norm": 0.3259823714473278, + "learning_rate": 9.988623817270137e-05, + "loss": 0.0406, + "step": 1230 + }, + { + "epoch": 0.963855421686747, + "grad_norm": 0.31452752346688945, + "learning_rate": 9.987452245773243e-05, + "loss": 0.0398, + "step": 1240 + }, + { + "epoch": 0.9716284492809949, + "grad_norm": 0.338353347661472, + "learning_rate": 9.986223342752141e-05, + "loss": 0.0386, + "step": 1250 + }, + { + "epoch": 0.9794014768752429, + "grad_norm": 0.3002478510776732, + "learning_rate": 9.984937122333256e-05, + "loss": 0.0382, + "step": 1260 + }, + { + "epoch": 0.9871745044694908, + "grad_norm": 0.40670865355319846, + "learning_rate": 9.983593599301891e-05, + "loss": 0.037, + "step": 1270 + }, + { + "epoch": 0.9949475320637389, + "grad_norm": 0.6429283417769656, + "learning_rate": 9.982192789102047e-05, + "loss": 0.0373, + "step": 1280 + }, + { + "epoch": 1.0023319082782745, + "grad_norm": 0.2801176127856459, + "learning_rate": 9.980734707836248e-05, + "loss": 0.0354, + "step": 1290 + }, + { + "epoch": 1.0101049358725223, + "grad_norm": 0.3724656663427553, + "learning_rate": 9.979219372265365e-05, + "loss": 0.0344, + "step": 1300 + }, + { + "epoch": 1.0178779634667703, + "grad_norm": 0.2573842211275922, + "learning_rate": 9.97764679980841e-05, + "loss": 0.0333, + "step": 1310 + }, + { + "epoch": 1.0256509910610183, + "grad_norm": 0.24713329711260812, + "learning_rate": 9.97601700854234e-05, + "loss": 0.0336, + "step": 1320 + }, + { + "epoch": 1.0334240186552661, + "grad_norm": 0.23958650404178872, + "learning_rate": 9.974330017201859e-05, + "loss": 0.0328, + "step": 1330 + }, + { + "epoch": 1.0411970462495141, + "grad_norm": 0.22856953483452255, + "learning_rate": 9.972585845179188e-05, + "loss": 0.0316, + "step": 1340 + }, + { + "epoch": 1.0489700738437622, + "grad_norm": 0.25194563553211635, + "learning_rate": 9.970784512523848e-05, + "loss": 0.0311, + "step": 1350 + }, + { + "epoch": 1.0567431014380102, + "grad_norm": 0.23842502807724422, + "learning_rate": 9.968926039942435e-05, + "loss": 0.0306, + "step": 1360 + }, + { + "epoch": 1.064516129032258, + "grad_norm": 0.2701262980707877, + "learning_rate": 9.967010448798375e-05, + "loss": 0.0303, + "step": 1370 + }, + { + "epoch": 1.072289156626506, + "grad_norm": 0.25970806872919033, + "learning_rate": 9.965037761111681e-05, + "loss": 0.0295, + "step": 1380 + }, + { + "epoch": 1.080062184220754, + "grad_norm": 0.24331306995976767, + "learning_rate": 9.963007999558696e-05, + "loss": 0.0291, + "step": 1390 + }, + { + "epoch": 1.0878352118150019, + "grad_norm": 0.24100978412084842, + "learning_rate": 9.96092118747184e-05, + "loss": 0.0287, + "step": 1400 + }, + { + "epoch": 1.09560823940925, + "grad_norm": 0.2184207676934967, + "learning_rate": 9.958777348839336e-05, + "loss": 0.0277, + "step": 1410 + }, + { + "epoch": 1.103381267003498, + "grad_norm": 0.21996045383271537, + "learning_rate": 9.956576508304938e-05, + "loss": 0.0272, + "step": 1420 + }, + { + "epoch": 1.1111542945977457, + "grad_norm": 0.21628224837569832, + "learning_rate": 9.954318691167641e-05, + "loss": 0.0273, + "step": 1430 + }, + { + "epoch": 1.1189273221919938, + "grad_norm": 0.22298883167746006, + "learning_rate": 9.952003923381399e-05, + "loss": 0.0264, + "step": 1440 + }, + { + "epoch": 1.1267003497862418, + "grad_norm": 0.2246150118171153, + "learning_rate": 9.949632231554819e-05, + "loss": 0.0265, + "step": 1450 + }, + { + "epoch": 1.1344733773804898, + "grad_norm": 0.23186180017701422, + "learning_rate": 9.947203642950862e-05, + "loss": 0.0262, + "step": 1460 + }, + { + "epoch": 1.1422464049747376, + "grad_norm": 0.24648849817769855, + "learning_rate": 9.944718185486523e-05, + "loss": 0.0256, + "step": 1470 + }, + { + "epoch": 1.1500194325689856, + "grad_norm": 0.30413187225809407, + "learning_rate": 9.942175887732517e-05, + "loss": 0.025, + "step": 1480 + }, + { + "epoch": 1.1577924601632337, + "grad_norm": 0.23138441255979614, + "learning_rate": 9.93957677891294e-05, + "loss": 0.0251, + "step": 1490 + }, + { + "epoch": 1.1655654877574815, + "grad_norm": 0.24336635292704567, + "learning_rate": 9.93692088890495e-05, + "loss": 0.0244, + "step": 1500 + }, + { + "epoch": 1.1733385153517295, + "grad_norm": 0.21185931343408212, + "learning_rate": 9.934208248238403e-05, + "loss": 0.0243, + "step": 1510 + }, + { + "epoch": 1.1811115429459775, + "grad_norm": 0.19638440276738353, + "learning_rate": 9.93143888809552e-05, + "loss": 0.0239, + "step": 1520 + }, + { + "epoch": 1.1888845705402253, + "grad_norm": 0.21756730427462398, + "learning_rate": 9.928612840310514e-05, + "loss": 0.0232, + "step": 1530 + }, + { + "epoch": 1.1966575981344734, + "grad_norm": 0.21305245786411112, + "learning_rate": 9.925730137369242e-05, + "loss": 0.023, + "step": 1540 + }, + { + "epoch": 1.2044306257287214, + "grad_norm": 0.22828714542453502, + "learning_rate": 9.922790812408808e-05, + "loss": 0.0226, + "step": 1550 + }, + { + "epoch": 1.2122036533229692, + "grad_norm": 0.19930203197693303, + "learning_rate": 9.919794899217203e-05, + "loss": 0.0224, + "step": 1560 + }, + { + "epoch": 1.2199766809172172, + "grad_norm": 0.20433748074735467, + "learning_rate": 9.916742432232909e-05, + "loss": 0.0222, + "step": 1570 + }, + { + "epoch": 1.2277497085114653, + "grad_norm": 0.20184151603700423, + "learning_rate": 9.913633446544493e-05, + "loss": 0.0215, + "step": 1580 + }, + { + "epoch": 1.2355227361057133, + "grad_norm": 0.2081529716929725, + "learning_rate": 9.910467977890225e-05, + "loss": 0.0216, + "step": 1590 + }, + { + "epoch": 1.243295763699961, + "grad_norm": 0.27882658958977674, + "learning_rate": 9.907246062657648e-05, + "loss": 0.0234, + "step": 1600 + }, + { + "epoch": 1.2510687912942091, + "grad_norm": 0.30986570505669037, + "learning_rate": 9.903967737883168e-05, + "loss": 0.0248, + "step": 1610 + }, + { + "epoch": 1.258841818888457, + "grad_norm": 0.2205524563203657, + "learning_rate": 9.900633041251631e-05, + "loss": 0.0222, + "step": 1620 + }, + { + "epoch": 1.266614846482705, + "grad_norm": 0.19645809273796086, + "learning_rate": 9.897242011095883e-05, + "loss": 0.0208, + "step": 1630 + }, + { + "epoch": 1.274387874076953, + "grad_norm": 0.20220041423279006, + "learning_rate": 9.893794686396329e-05, + "loss": 0.0203, + "step": 1640 + }, + { + "epoch": 1.282160901671201, + "grad_norm": 0.19701852522226898, + "learning_rate": 9.890291106780495e-05, + "loss": 0.0199, + "step": 1650 + }, + { + "epoch": 1.289933929265449, + "grad_norm": 0.19055264078653414, + "learning_rate": 9.886731312522563e-05, + "loss": 0.0196, + "step": 1660 + }, + { + "epoch": 1.2977069568596968, + "grad_norm": 0.17498611562411595, + "learning_rate": 9.883115344542911e-05, + "loss": 0.0189, + "step": 1670 + }, + { + "epoch": 1.3054799844539449, + "grad_norm": 0.18664040460319856, + "learning_rate": 9.879443244407643e-05, + "loss": 0.019, + "step": 1680 + }, + { + "epoch": 1.3132530120481927, + "grad_norm": 0.186899833087349, + "learning_rate": 9.875715054328108e-05, + "loss": 0.0186, + "step": 1690 + }, + { + "epoch": 1.3210260396424407, + "grad_norm": 0.18960588899249967, + "learning_rate": 9.871930817160422e-05, + "loss": 0.018, + "step": 1700 + }, + { + "epoch": 1.3287990672366887, + "grad_norm": 0.2246998119833756, + "learning_rate": 9.868090576404966e-05, + "loss": 0.0185, + "step": 1710 + }, + { + "epoch": 1.3365720948309368, + "grad_norm": 0.18612335330028418, + "learning_rate": 9.864194376205895e-05, + "loss": 0.0181, + "step": 1720 + }, + { + "epoch": 1.3443451224251846, + "grad_norm": 0.19504144084562025, + "learning_rate": 9.860242261350623e-05, + "loss": 0.0174, + "step": 1730 + }, + { + "epoch": 1.3521181500194326, + "grad_norm": 0.1940460381388096, + "learning_rate": 9.856234277269313e-05, + "loss": 0.0173, + "step": 1740 + }, + { + "epoch": 1.3598911776136804, + "grad_norm": 0.1882305169943444, + "learning_rate": 9.852170470034356e-05, + "loss": 0.0173, + "step": 1750 + }, + { + "epoch": 1.3676642052079284, + "grad_norm": 0.1844609631309131, + "learning_rate": 9.848050886359835e-05, + "loss": 0.0171, + "step": 1760 + }, + { + "epoch": 1.3754372328021764, + "grad_norm": 0.16755276537647784, + "learning_rate": 9.843875573600989e-05, + "loss": 0.0169, + "step": 1770 + }, + { + "epoch": 1.3832102603964245, + "grad_norm": 0.16696100318285242, + "learning_rate": 9.839644579753677e-05, + "loss": 0.0164, + "step": 1780 + }, + { + "epoch": 1.3909832879906725, + "grad_norm": 0.1818918991872044, + "learning_rate": 9.835357953453821e-05, + "loss": 0.0163, + "step": 1790 + }, + { + "epoch": 1.3987563155849203, + "grad_norm": 0.18963889299339048, + "learning_rate": 9.831015743976843e-05, + "loss": 0.0158, + "step": 1800 + }, + { + "epoch": 1.4065293431791683, + "grad_norm": 0.1634818998306774, + "learning_rate": 9.8266180012371e-05, + "loss": 0.0154, + "step": 1810 + }, + { + "epoch": 1.4143023707734161, + "grad_norm": 0.197090617938791, + "learning_rate": 9.82216477578732e-05, + "loss": 0.0152, + "step": 1820 + }, + { + "epoch": 1.4220753983676642, + "grad_norm": 0.15850580732892314, + "learning_rate": 9.817656118818006e-05, + "loss": 0.0148, + "step": 1830 + }, + { + "epoch": 1.4298484259619122, + "grad_norm": 0.15186976089409565, + "learning_rate": 9.813092082156858e-05, + "loss": 0.0146, + "step": 1840 + }, + { + "epoch": 1.4376214535561602, + "grad_norm": 0.17352561780495993, + "learning_rate": 9.808472718268174e-05, + "loss": 0.0146, + "step": 1850 + }, + { + "epoch": 1.445394481150408, + "grad_norm": 0.16575574275890378, + "learning_rate": 9.803798080252245e-05, + "loss": 0.014, + "step": 1860 + }, + { + "epoch": 1.453167508744656, + "grad_norm": 0.16700742476995556, + "learning_rate": 9.79906822184475e-05, + "loss": 0.0139, + "step": 1870 + }, + { + "epoch": 1.460940536338904, + "grad_norm": 0.15966930327908196, + "learning_rate": 9.79428319741613e-05, + "loss": 0.0136, + "step": 1880 + }, + { + "epoch": 1.4687135639331519, + "grad_norm": 0.16653090767039122, + "learning_rate": 9.789443061970973e-05, + "loss": 0.0134, + "step": 1890 + }, + { + "epoch": 1.4764865915274, + "grad_norm": 0.190626948029195, + "learning_rate": 9.784547871147374e-05, + "loss": 0.0129, + "step": 1900 + }, + { + "epoch": 1.484259619121648, + "grad_norm": 0.1763435524084487, + "learning_rate": 9.779597681216297e-05, + "loss": 0.0127, + "step": 1910 + }, + { + "epoch": 1.492032646715896, + "grad_norm": 0.1672345466206139, + "learning_rate": 9.774592549080932e-05, + "loss": 0.0126, + "step": 1920 + }, + { + "epoch": 1.4998056743101438, + "grad_norm": 0.15678075113388967, + "learning_rate": 9.769532532276034e-05, + "loss": 0.0123, + "step": 1930 + }, + { + "epoch": 1.5075787019043918, + "grad_norm": 0.14761977546971236, + "learning_rate": 9.764417688967268e-05, + "loss": 0.0118, + "step": 1940 + }, + { + "epoch": 1.5153517294986396, + "grad_norm": 0.17063805371316892, + "learning_rate": 9.75924807795054e-05, + "loss": 0.0118, + "step": 1950 + }, + { + "epoch": 1.5231247570928876, + "grad_norm": 0.14571436924477155, + "learning_rate": 9.754023758651314e-05, + "loss": 0.0115, + "step": 1960 + }, + { + "epoch": 1.5308977846871357, + "grad_norm": 0.15118080081237256, + "learning_rate": 9.74874479112394e-05, + "loss": 0.0112, + "step": 1970 + }, + { + "epoch": 1.5386708122813837, + "grad_norm": 0.1524883133010242, + "learning_rate": 9.743411236050953e-05, + "loss": 0.0112, + "step": 1980 + }, + { + "epoch": 1.5464438398756317, + "grad_norm": 0.15389453717185902, + "learning_rate": 9.738023154742383e-05, + "loss": 0.0114, + "step": 1990 + }, + { + "epoch": 1.5542168674698795, + "grad_norm": 0.14981753056593858, + "learning_rate": 9.732580609135047e-05, + "loss": 0.0108, + "step": 2000 + }, + { + "epoch": 1.5619898950641273, + "grad_norm": 1.9198802022850896, + "learning_rate": 9.727083661791836e-05, + "loss": 0.0165, + "step": 2010 + }, + { + "epoch": 1.5697629226583754, + "grad_norm": 0.26855012872950995, + "learning_rate": 9.721532375900997e-05, + "loss": 0.0144, + "step": 2020 + }, + { + "epoch": 1.5775359502526234, + "grad_norm": 0.2071283206940206, + "learning_rate": 9.71592681527541e-05, + "loss": 0.0117, + "step": 2030 + }, + { + "epoch": 1.5853089778468714, + "grad_norm": 0.14770534677344455, + "learning_rate": 9.710267044351846e-05, + "loss": 0.0109, + "step": 2040 + }, + { + "epoch": 1.5930820054411194, + "grad_norm": 0.14368540945251085, + "learning_rate": 9.704553128190239e-05, + "loss": 0.0104, + "step": 2050 + }, + { + "epoch": 1.6008550330353672, + "grad_norm": 0.13894193794675433, + "learning_rate": 9.698785132472926e-05, + "loss": 0.01, + "step": 2060 + }, + { + "epoch": 1.6086280606296153, + "grad_norm": 0.13441313900735385, + "learning_rate": 9.692963123503894e-05, + "loss": 0.0094, + "step": 2070 + }, + { + "epoch": 1.616401088223863, + "grad_norm": 0.12841760115701012, + "learning_rate": 9.687087168208026e-05, + "loss": 0.0094, + "step": 2080 + }, + { + "epoch": 1.624174115818111, + "grad_norm": 0.1378414358921271, + "learning_rate": 9.681157334130326e-05, + "loss": 0.0092, + "step": 2090 + }, + { + "epoch": 1.6319471434123591, + "grad_norm": 0.13875742382402598, + "learning_rate": 9.67517368943514e-05, + "loss": 0.0093, + "step": 2100 + }, + { + "epoch": 1.6397201710066072, + "grad_norm": 0.12150978897988295, + "learning_rate": 9.669136302905374e-05, + "loss": 0.0094, + "step": 2110 + }, + { + "epoch": 1.6474931986008552, + "grad_norm": 0.13386154431399386, + "learning_rate": 9.663045243941711e-05, + "loss": 0.009, + "step": 2120 + }, + { + "epoch": 1.655266226195103, + "grad_norm": 0.14353227081750533, + "learning_rate": 9.656900582561801e-05, + "loss": 0.009, + "step": 2130 + }, + { + "epoch": 1.6630392537893508, + "grad_norm": 0.13602583881387148, + "learning_rate": 9.650702389399461e-05, + "loss": 0.0088, + "step": 2140 + }, + { + "epoch": 1.6708122813835988, + "grad_norm": 0.13201111610838254, + "learning_rate": 9.644450735703872e-05, + "loss": 0.0087, + "step": 2150 + }, + { + "epoch": 1.6785853089778469, + "grad_norm": 0.11982302853617144, + "learning_rate": 9.638145693338743e-05, + "loss": 0.0087, + "step": 2160 + }, + { + "epoch": 1.6863583365720949, + "grad_norm": 0.11312867242927008, + "learning_rate": 9.631787334781497e-05, + "loss": 0.0087, + "step": 2170 + }, + { + "epoch": 1.694131364166343, + "grad_norm": 0.11767848177751597, + "learning_rate": 9.625375733122439e-05, + "loss": 0.0085, + "step": 2180 + }, + { + "epoch": 1.7019043917605907, + "grad_norm": 0.11041145208342112, + "learning_rate": 9.618910962063903e-05, + "loss": 0.0082, + "step": 2190 + }, + { + "epoch": 1.7096774193548387, + "grad_norm": 0.10799469734884444, + "learning_rate": 9.612393095919423e-05, + "loss": 0.0078, + "step": 2200 + }, + { + "epoch": 1.7174504469490866, + "grad_norm": 0.11477500796146126, + "learning_rate": 9.605822209612862e-05, + "loss": 0.0078, + "step": 2210 + }, + { + "epoch": 1.7252234745433346, + "grad_norm": 0.17423934102739813, + "learning_rate": 9.599198378677559e-05, + "loss": 0.0079, + "step": 2220 + }, + { + "epoch": 1.7329965021375826, + "grad_norm": 0.11632697553641431, + "learning_rate": 9.592521679255464e-05, + "loss": 0.008, + "step": 2230 + }, + { + "epoch": 1.7407695297318306, + "grad_norm": 0.12288031599865465, + "learning_rate": 9.585792188096252e-05, + "loss": 0.008, + "step": 2240 + }, + { + "epoch": 1.7485425573260787, + "grad_norm": 0.15984027115213267, + "learning_rate": 9.579009982556452e-05, + "loss": 0.0079, + "step": 2250 + }, + { + "epoch": 1.7563155849203265, + "grad_norm": 0.11306629622107851, + "learning_rate": 9.572175140598553e-05, + "loss": 0.0076, + "step": 2260 + }, + { + "epoch": 1.7640886125145743, + "grad_norm": 0.1278172766126942, + "learning_rate": 9.565287740790101e-05, + "loss": 0.0077, + "step": 2270 + }, + { + "epoch": 1.7718616401088223, + "grad_norm": 0.1251067207191811, + "learning_rate": 9.55834786230281e-05, + "loss": 0.0074, + "step": 2280 + }, + { + "epoch": 1.7796346677030703, + "grad_norm": 0.12072123910224757, + "learning_rate": 9.551355584911641e-05, + "loss": 0.0077, + "step": 2290 + }, + { + "epoch": 1.7874076952973184, + "grad_norm": 0.13420830427564445, + "learning_rate": 9.544310988993889e-05, + "loss": 0.0076, + "step": 2300 + }, + { + "epoch": 1.7951807228915664, + "grad_norm": 0.11275927835211168, + "learning_rate": 9.53721415552826e-05, + "loss": 0.0072, + "step": 2310 + }, + { + "epoch": 1.8029537504858142, + "grad_norm": 0.11663410063710995, + "learning_rate": 9.530065166093936e-05, + "loss": 0.007, + "step": 2320 + }, + { + "epoch": 1.8107267780800622, + "grad_norm": 0.11515297587501505, + "learning_rate": 9.52286410286964e-05, + "loss": 0.007, + "step": 2330 + }, + { + "epoch": 1.81849980567431, + "grad_norm": 0.12034539299056037, + "learning_rate": 9.515611048632692e-05, + "loss": 0.0071, + "step": 2340 + }, + { + "epoch": 1.826272833268558, + "grad_norm": 0.13525219378529196, + "learning_rate": 9.508306086758059e-05, + "loss": 0.0069, + "step": 2350 + }, + { + "epoch": 1.834045860862806, + "grad_norm": 0.11355987672855966, + "learning_rate": 9.500949301217388e-05, + "loss": 0.0066, + "step": 2360 + }, + { + "epoch": 1.841818888457054, + "grad_norm": 0.10553177998244642, + "learning_rate": 9.493540776578053e-05, + "loss": 0.0067, + "step": 2370 + }, + { + "epoch": 1.8495919160513021, + "grad_norm": 0.10733467006153838, + "learning_rate": 9.486080598002176e-05, + "loss": 0.0066, + "step": 2380 + }, + { + "epoch": 1.85736494364555, + "grad_norm": 0.11088682968161348, + "learning_rate": 9.478568851245643e-05, + "loss": 0.0064, + "step": 2390 + }, + { + "epoch": 1.8651379712397977, + "grad_norm": 0.11788349609407499, + "learning_rate": 9.471005622657134e-05, + "loss": 0.0064, + "step": 2400 + }, + { + "epoch": 1.8729109988340458, + "grad_norm": 0.1382091673100836, + "learning_rate": 9.463390999177113e-05, + "loss": 0.0066, + "step": 2410 + }, + { + "epoch": 1.8806840264282938, + "grad_norm": 0.11080598206299531, + "learning_rate": 9.455725068336837e-05, + "loss": 0.0067, + "step": 2420 + }, + { + "epoch": 1.8884570540225418, + "grad_norm": 0.11345029521361591, + "learning_rate": 9.44800791825735e-05, + "loss": 0.0063, + "step": 2430 + }, + { + "epoch": 1.8962300816167899, + "grad_norm": 0.12000127996735861, + "learning_rate": 9.440239637648473e-05, + "loss": 0.0064, + "step": 2440 + }, + { + "epoch": 1.9040031092110377, + "grad_norm": 0.11742977407222017, + "learning_rate": 9.432420315807771e-05, + "loss": 0.0063, + "step": 2450 + }, + { + "epoch": 1.9117761368052857, + "grad_norm": 0.10552545531273427, + "learning_rate": 9.424550042619544e-05, + "loss": 0.0062, + "step": 2460 + }, + { + "epoch": 1.9195491643995335, + "grad_norm": 0.0996572096889176, + "learning_rate": 9.416628908553784e-05, + "loss": 0.0059, + "step": 2470 + }, + { + "epoch": 1.9273221919937815, + "grad_norm": 0.09626416174818198, + "learning_rate": 9.408657004665131e-05, + "loss": 0.0058, + "step": 2480 + }, + { + "epoch": 1.9350952195880295, + "grad_norm": 0.09783061431201936, + "learning_rate": 9.400634422591838e-05, + "loss": 0.0058, + "step": 2490 + }, + { + "epoch": 1.9428682471822776, + "grad_norm": 0.11102429789832584, + "learning_rate": 9.392561254554713e-05, + "loss": 0.0059, + "step": 2500 + }, + { + "epoch": 1.9506412747765256, + "grad_norm": 0.10011364069857738, + "learning_rate": 9.384437593356048e-05, + "loss": 0.0059, + "step": 2510 + }, + { + "epoch": 1.9584143023707734, + "grad_norm": 0.10584225350181801, + "learning_rate": 9.37626353237857e-05, + "loss": 0.0061, + "step": 2520 + }, + { + "epoch": 1.9661873299650212, + "grad_norm": 0.10444281925647403, + "learning_rate": 9.368039165584359e-05, + "loss": 0.0061, + "step": 2530 + }, + { + "epoch": 1.9739603575592692, + "grad_norm": 0.10604191503186843, + "learning_rate": 9.359764587513761e-05, + "loss": 0.0057, + "step": 2540 + }, + { + "epoch": 1.9817333851535173, + "grad_norm": 0.09211496249761421, + "learning_rate": 9.351439893284317e-05, + "loss": 0.0056, + "step": 2550 + }, + { + "epoch": 1.9895064127477653, + "grad_norm": 0.14501544032188865, + "learning_rate": 9.343065178589654e-05, + "loss": 0.0056, + "step": 2560 + }, + { + "epoch": 1.9972794403420133, + "grad_norm": 0.11456289818413888, + "learning_rate": 9.334640539698396e-05, + "loss": 0.0058, + "step": 2570 + }, + { + "epoch": 2.004663816556549, + "grad_norm": 0.08068921187905599, + "learning_rate": 9.326166073453051e-05, + "loss": 0.0052, + "step": 2580 + }, + { + "epoch": 2.012436844150797, + "grad_norm": 0.10032295518621465, + "learning_rate": 9.317641877268901e-05, + "loss": 0.0045, + "step": 2590 + }, + { + "epoch": 2.0202098717450445, + "grad_norm": 0.0906748520799375, + "learning_rate": 9.309068049132882e-05, + "loss": 0.0044, + "step": 2600 + }, + { + "epoch": 2.0279828993392925, + "grad_norm": 0.07982904566291607, + "learning_rate": 9.300444687602457e-05, + "loss": 0.0041, + "step": 2610 + }, + { + "epoch": 2.0357559269335406, + "grad_norm": 0.1253437061299033, + "learning_rate": 9.291771891804478e-05, + "loss": 0.004, + "step": 2620 + }, + { + "epoch": 2.0435289545277886, + "grad_norm": 0.09180533228491213, + "learning_rate": 9.283049761434059e-05, + "loss": 0.0041, + "step": 2630 + }, + { + "epoch": 2.0513019821220366, + "grad_norm": 0.09238927797437002, + "learning_rate": 9.27427839675342e-05, + "loss": 0.004, + "step": 2640 + }, + { + "epoch": 2.0590750097162847, + "grad_norm": 0.08085544322712232, + "learning_rate": 9.26545789859073e-05, + "loss": 0.004, + "step": 2650 + }, + { + "epoch": 2.0668480373105322, + "grad_norm": 0.08278933444675111, + "learning_rate": 9.256588368338968e-05, + "loss": 0.0039, + "step": 2660 + }, + { + "epoch": 2.0746210649047803, + "grad_norm": 0.0821491544443607, + "learning_rate": 9.24766990795473e-05, + "loss": 0.004, + "step": 2670 + }, + { + "epoch": 2.0823940924990283, + "grad_norm": 0.0820536970017854, + "learning_rate": 9.238702619957083e-05, + "loss": 0.0039, + "step": 2680 + }, + { + "epoch": 2.0901671200932763, + "grad_norm": 0.07783393489314461, + "learning_rate": 9.229686607426368e-05, + "loss": 0.0038, + "step": 2690 + }, + { + "epoch": 2.0979401476875243, + "grad_norm": 0.08972295811517289, + "learning_rate": 9.220621974003025e-05, + "loss": 0.0038, + "step": 2700 + }, + { + "epoch": 2.1057131752817724, + "grad_norm": 0.10850037565865495, + "learning_rate": 9.211508823886398e-05, + "loss": 0.0038, + "step": 2710 + }, + { + "epoch": 2.1134862028760204, + "grad_norm": 0.1165050619921317, + "learning_rate": 9.202347261833536e-05, + "loss": 0.004, + "step": 2720 + }, + { + "epoch": 2.121259230470268, + "grad_norm": 0.09613835587740172, + "learning_rate": 9.193137393157994e-05, + "loss": 0.004, + "step": 2730 + }, + { + "epoch": 2.129032258064516, + "grad_norm": 0.08222637851192974, + "learning_rate": 9.183879323728613e-05, + "loss": 0.0041, + "step": 2740 + }, + { + "epoch": 2.136805285658764, + "grad_norm": 0.09364974494864589, + "learning_rate": 9.174573159968319e-05, + "loss": 0.0041, + "step": 2750 + }, + { + "epoch": 2.144578313253012, + "grad_norm": 0.09079410215789208, + "learning_rate": 9.165219008852879e-05, + "loss": 0.0037, + "step": 2760 + }, + { + "epoch": 2.15235134084726, + "grad_norm": 0.08693641953192356, + "learning_rate": 9.155816977909688e-05, + "loss": 0.0038, + "step": 2770 + }, + { + "epoch": 2.160124368441508, + "grad_norm": 0.08407058222727168, + "learning_rate": 9.146367175216527e-05, + "loss": 0.0038, + "step": 2780 + }, + { + "epoch": 2.167897396035756, + "grad_norm": 0.08864727152361798, + "learning_rate": 9.136869709400318e-05, + "loss": 0.0037, + "step": 2790 + }, + { + "epoch": 2.1756704236300037, + "grad_norm": 0.08585633309380411, + "learning_rate": 9.127324689635879e-05, + "loss": 0.0038, + "step": 2800 + }, + { + "epoch": 2.1834434512242518, + "grad_norm": 0.09079038707160886, + "learning_rate": 9.117732225644668e-05, + "loss": 0.0037, + "step": 2810 + }, + { + "epoch": 2.1912164788185, + "grad_norm": 0.08945120074693964, + "learning_rate": 9.108092427693521e-05, + "loss": 0.0039, + "step": 2820 + }, + { + "epoch": 2.198989506412748, + "grad_norm": 0.09181352080010166, + "learning_rate": 9.098405406593387e-05, + "loss": 0.0038, + "step": 2830 + }, + { + "epoch": 2.206762534006996, + "grad_norm": 0.08585652120551285, + "learning_rate": 9.088671273698049e-05, + "loss": 0.0038, + "step": 2840 + }, + { + "epoch": 2.214535561601244, + "grad_norm": 0.08716662155761687, + "learning_rate": 9.078890140902851e-05, + "loss": 0.0037, + "step": 2850 + }, + { + "epoch": 2.2223085891954915, + "grad_norm": 0.08274857092352111, + "learning_rate": 9.069062120643406e-05, + "loss": 0.0036, + "step": 2860 + }, + { + "epoch": 2.2300816167897395, + "grad_norm": 0.08054936545881469, + "learning_rate": 9.059187325894305e-05, + "loss": 0.0037, + "step": 2870 + }, + { + "epoch": 2.2378546443839875, + "grad_norm": 0.08928250602229335, + "learning_rate": 9.04926587016782e-05, + "loss": 0.0037, + "step": 2880 + }, + { + "epoch": 2.2456276719782355, + "grad_norm": 0.14580475649103322, + "learning_rate": 9.039297867512598e-05, + "loss": 0.0039, + "step": 2890 + }, + { + "epoch": 2.2534006995724836, + "grad_norm": 0.09684044113116728, + "learning_rate": 9.02928343251235e-05, + "loss": 0.0036, + "step": 2900 + }, + { + "epoch": 2.2611737271667316, + "grad_norm": 4.610227312049106, + "learning_rate": 9.019222680284531e-05, + "loss": 0.0177, + "step": 2910 + }, + { + "epoch": 2.2689467547609796, + "grad_norm": 3.9441098766180716, + "learning_rate": 9.009115726479028e-05, + "loss": 0.0845, + "step": 2920 + }, + { + "epoch": 2.276719782355227, + "grad_norm": 0.30362597840942473, + "learning_rate": 8.998962687276809e-05, + "loss": 0.0336, + "step": 2930 + }, + { + "epoch": 2.2844928099494752, + "grad_norm": 0.17872746957322608, + "learning_rate": 8.988763679388614e-05, + "loss": 0.0106, + "step": 2940 + }, + { + "epoch": 2.2922658375437233, + "grad_norm": 0.11891620122269164, + "learning_rate": 8.97851882005359e-05, + "loss": 0.0069, + "step": 2950 + }, + { + "epoch": 2.3000388651379713, + "grad_norm": 0.11931811737114671, + "learning_rate": 8.968228227037961e-05, + "loss": 0.0054, + "step": 2960 + }, + { + "epoch": 2.3078118927322193, + "grad_norm": 0.11297205800033525, + "learning_rate": 8.957892018633662e-05, + "loss": 0.005, + "step": 2970 + }, + { + "epoch": 2.3155849203264673, + "grad_norm": 0.08607374863983304, + "learning_rate": 8.947510313656983e-05, + "loss": 0.0046, + "step": 2980 + }, + { + "epoch": 2.323357947920715, + "grad_norm": 0.08646791211129752, + "learning_rate": 8.93708323144721e-05, + "loss": 0.0043, + "step": 2990 + }, + { + "epoch": 2.331130975514963, + "grad_norm": 0.09633865197527709, + "learning_rate": 8.926610891865239e-05, + "loss": 0.0042, + "step": 3000 + }, + { + "epoch": 2.338904003109211, + "grad_norm": 0.07797950909850374, + "learning_rate": 8.916093415292212e-05, + "loss": 0.004, + "step": 3010 + }, + { + "epoch": 2.346677030703459, + "grad_norm": 0.08803265774925108, + "learning_rate": 8.905530922628129e-05, + "loss": 0.0039, + "step": 3020 + }, + { + "epoch": 2.354450058297707, + "grad_norm": 0.08578035815680632, + "learning_rate": 8.894923535290452e-05, + "loss": 0.0038, + "step": 3030 + }, + { + "epoch": 2.362223085891955, + "grad_norm": 0.0723027097191447, + "learning_rate": 8.884271375212713e-05, + "loss": 0.0037, + "step": 3040 + }, + { + "epoch": 2.369996113486203, + "grad_norm": 0.07933890872564231, + "learning_rate": 8.873574564843123e-05, + "loss": 0.0037, + "step": 3050 + }, + { + "epoch": 2.3777691410804507, + "grad_norm": 0.08309597358808056, + "learning_rate": 8.862833227143143e-05, + "loss": 0.0037, + "step": 3060 + }, + { + "epoch": 2.3855421686746987, + "grad_norm": 0.0796136928178535, + "learning_rate": 8.852047485586093e-05, + "loss": 0.0034, + "step": 3070 + }, + { + "epoch": 2.3933151962689467, + "grad_norm": 0.0906501106792225, + "learning_rate": 8.841217464155714e-05, + "loss": 0.0036, + "step": 3080 + }, + { + "epoch": 2.4010882238631948, + "grad_norm": 0.09232238343629308, + "learning_rate": 8.830343287344753e-05, + "loss": 0.0036, + "step": 3090 + }, + { + "epoch": 2.408861251457443, + "grad_norm": 0.07677160549185906, + "learning_rate": 8.819425080153533e-05, + "loss": 0.0036, + "step": 3100 + }, + { + "epoch": 2.416634279051691, + "grad_norm": 0.07965459624459517, + "learning_rate": 8.808462968088512e-05, + "loss": 0.0036, + "step": 3110 + }, + { + "epoch": 2.4244073066459384, + "grad_norm": 0.08152518289735053, + "learning_rate": 8.797457077160836e-05, + "loss": 0.0036, + "step": 3120 + }, + { + "epoch": 2.4321803342401864, + "grad_norm": 0.07840524642090889, + "learning_rate": 8.786407533884902e-05, + "loss": 0.0035, + "step": 3130 + }, + { + "epoch": 2.4399533618344345, + "grad_norm": 0.0753906754915079, + "learning_rate": 8.775314465276896e-05, + "loss": 0.0034, + "step": 3140 + }, + { + "epoch": 2.4477263894286825, + "grad_norm": 0.07553857495501508, + "learning_rate": 8.764177998853334e-05, + "loss": 0.0034, + "step": 3150 + }, + { + "epoch": 2.4554994170229305, + "grad_norm": 0.07989895676116511, + "learning_rate": 8.752998262629593e-05, + "loss": 0.0034, + "step": 3160 + }, + { + "epoch": 2.4632724446171785, + "grad_norm": 0.08604538052038023, + "learning_rate": 8.741775385118447e-05, + "loss": 0.0035, + "step": 3170 + }, + { + "epoch": 2.4710454722114266, + "grad_norm": 0.07301243329178161, + "learning_rate": 8.730509495328587e-05, + "loss": 0.0034, + "step": 3180 + }, + { + "epoch": 2.478818499805674, + "grad_norm": 0.07831526315789164, + "learning_rate": 8.71920072276313e-05, + "loss": 0.0034, + "step": 3190 + }, + { + "epoch": 2.486591527399922, + "grad_norm": 0.10194734979674533, + "learning_rate": 8.707849197418147e-05, + "loss": 0.0034, + "step": 3200 + }, + { + "epoch": 2.49436455499417, + "grad_norm": 0.07574798451139898, + "learning_rate": 8.696455049781147e-05, + "loss": 0.0035, + "step": 3210 + }, + { + "epoch": 2.5021375825884182, + "grad_norm": 0.07681960051751799, + "learning_rate": 8.6850184108296e-05, + "loss": 0.0033, + "step": 3220 + }, + { + "epoch": 2.5099106101826663, + "grad_norm": 0.07836534928409306, + "learning_rate": 8.673539412029413e-05, + "loss": 0.0033, + "step": 3230 + }, + { + "epoch": 2.517683637776914, + "grad_norm": 0.08548600777071955, + "learning_rate": 8.662018185333425e-05, + "loss": 0.0034, + "step": 3240 + }, + { + "epoch": 2.525456665371162, + "grad_norm": 0.0873567409210325, + "learning_rate": 8.650454863179899e-05, + "loss": 0.0032, + "step": 3250 + }, + { + "epoch": 2.53322969296541, + "grad_norm": 0.08119732193506358, + "learning_rate": 8.638849578490983e-05, + "loss": 0.0032, + "step": 3260 + }, + { + "epoch": 2.541002720559658, + "grad_norm": 0.07579199273478096, + "learning_rate": 8.627202464671196e-05, + "loss": 0.0031, + "step": 3270 + }, + { + "epoch": 2.548775748153906, + "grad_norm": 0.07826696555904925, + "learning_rate": 8.615513655605888e-05, + "loss": 0.0031, + "step": 3280 + }, + { + "epoch": 2.556548775748154, + "grad_norm": 0.07982815545083491, + "learning_rate": 8.6037832856597e-05, + "loss": 0.0031, + "step": 3290 + }, + { + "epoch": 2.564321803342402, + "grad_norm": 0.08481539873916785, + "learning_rate": 8.592011489675025e-05, + "loss": 0.0031, + "step": 3300 + }, + { + "epoch": 2.57209483093665, + "grad_norm": 0.07916097799005735, + "learning_rate": 8.580198402970456e-05, + "loss": 0.003, + "step": 3310 + }, + { + "epoch": 2.579867858530898, + "grad_norm": 0.07473474197283404, + "learning_rate": 8.56834416133922e-05, + "loss": 0.003, + "step": 3320 + }, + { + "epoch": 2.5876408861251456, + "grad_norm": 0.09130974953799981, + "learning_rate": 8.556448901047638e-05, + "loss": 0.0031, + "step": 3330 + }, + { + "epoch": 2.5954139137193937, + "grad_norm": 0.1047401105445018, + "learning_rate": 8.544512758833537e-05, + "loss": 0.003, + "step": 3340 + }, + { + "epoch": 2.6031869413136417, + "grad_norm": 0.06673230506522639, + "learning_rate": 8.532535871904695e-05, + "loss": 0.003, + "step": 3350 + }, + { + "epoch": 2.6109599689078897, + "grad_norm": 0.07876904924601609, + "learning_rate": 8.520518377937253e-05, + "loss": 0.0031, + "step": 3360 + }, + { + "epoch": 2.6187329965021373, + "grad_norm": 0.07009255329786931, + "learning_rate": 8.508460415074137e-05, + "loss": 0.0029, + "step": 3370 + }, + { + "epoch": 2.6265060240963853, + "grad_norm": 0.07519024159981848, + "learning_rate": 8.49636212192347e-05, + "loss": 0.003, + "step": 3380 + }, + { + "epoch": 2.6342790516906334, + "grad_norm": 0.08094145785537127, + "learning_rate": 8.484223637556974e-05, + "loss": 0.0031, + "step": 3390 + }, + { + "epoch": 2.6420520792848814, + "grad_norm": 0.07736222204990759, + "learning_rate": 8.472045101508382e-05, + "loss": 0.003, + "step": 3400 + }, + { + "epoch": 2.6498251068791294, + "grad_norm": 0.0776215180930073, + "learning_rate": 8.459826653771821e-05, + "loss": 0.003, + "step": 3410 + }, + { + "epoch": 2.6575981344733774, + "grad_norm": 0.06742420975546093, + "learning_rate": 8.44756843480021e-05, + "loss": 0.0028, + "step": 3420 + }, + { + "epoch": 2.6653711620676255, + "grad_norm": 0.0698399904847748, + "learning_rate": 8.435270585503647e-05, + "loss": 0.0029, + "step": 3430 + }, + { + "epoch": 2.6731441896618735, + "grad_norm": 0.07591621006160705, + "learning_rate": 8.422933247247786e-05, + "loss": 0.0029, + "step": 3440 + }, + { + "epoch": 2.6809172172561215, + "grad_norm": 0.06930363699655918, + "learning_rate": 8.410556561852212e-05, + "loss": 0.0029, + "step": 3450 + }, + { + "epoch": 2.688690244850369, + "grad_norm": 0.07067953717607145, + "learning_rate": 8.39814067158881e-05, + "loss": 0.0028, + "step": 3460 + }, + { + "epoch": 2.696463272444617, + "grad_norm": 0.077677315745107, + "learning_rate": 8.385685719180132e-05, + "loss": 0.0029, + "step": 3470 + }, + { + "epoch": 2.704236300038865, + "grad_norm": 0.07570167649828695, + "learning_rate": 8.373191847797754e-05, + "loss": 0.0028, + "step": 3480 + }, + { + "epoch": 2.712009327633113, + "grad_norm": 0.06955310603007175, + "learning_rate": 8.360659201060639e-05, + "loss": 0.0029, + "step": 3490 + }, + { + "epoch": 2.719782355227361, + "grad_norm": 0.0659051677019647, + "learning_rate": 8.348087923033465e-05, + "loss": 0.0029, + "step": 3500 + }, + { + "epoch": 2.727555382821609, + "grad_norm": 0.07181363122453262, + "learning_rate": 8.335478158224996e-05, + "loss": 0.0027, + "step": 3510 + }, + { + "epoch": 2.735328410415857, + "grad_norm": 0.06585918912737933, + "learning_rate": 8.3228300515864e-05, + "loss": 0.0027, + "step": 3520 + }, + { + "epoch": 2.743101438010105, + "grad_norm": 0.08664632265940041, + "learning_rate": 8.310143748509588e-05, + "loss": 0.0029, + "step": 3530 + }, + { + "epoch": 2.750874465604353, + "grad_norm": 0.0773656650662347, + "learning_rate": 8.297419394825554e-05, + "loss": 0.0028, + "step": 3540 + }, + { + "epoch": 2.758647493198601, + "grad_norm": 0.07477928292429042, + "learning_rate": 8.28465713680268e-05, + "loss": 0.0029, + "step": 3550 + }, + { + "epoch": 2.766420520792849, + "grad_norm": 0.06614018293609181, + "learning_rate": 8.271857121145073e-05, + "loss": 0.0028, + "step": 3560 + }, + { + "epoch": 2.774193548387097, + "grad_norm": 0.07953850815353782, + "learning_rate": 8.25901949499086e-05, + "loss": 0.0028, + "step": 3570 + }, + { + "epoch": 2.781966575981345, + "grad_norm": 0.06857404401820201, + "learning_rate": 8.246144405910517e-05, + "loss": 0.0028, + "step": 3580 + }, + { + "epoch": 2.7897396035755926, + "grad_norm": 0.06706667623803336, + "learning_rate": 8.233232001905151e-05, + "loss": 0.0029, + "step": 3590 + }, + { + "epoch": 2.7975126311698406, + "grad_norm": 0.06548223623701806, + "learning_rate": 8.220282431404818e-05, + "loss": 0.0027, + "step": 3600 + }, + { + "epoch": 2.8052856587640886, + "grad_norm": 0.06281526839867438, + "learning_rate": 8.207295843266807e-05, + "loss": 0.0025, + "step": 3610 + }, + { + "epoch": 2.8130586863583367, + "grad_norm": 0.06453609241898647, + "learning_rate": 8.194272386773928e-05, + "loss": 0.0027, + "step": 3620 + }, + { + "epoch": 2.8208317139525847, + "grad_norm": 0.06696000141114256, + "learning_rate": 8.181212211632799e-05, + "loss": 0.0027, + "step": 3630 + }, + { + "epoch": 2.8286047415468323, + "grad_norm": 0.07223279206852921, + "learning_rate": 8.168115467972127e-05, + "loss": 0.0027, + "step": 3640 + }, + { + "epoch": 2.8363777691410803, + "grad_norm": 0.0591131066140708, + "learning_rate": 8.154982306340976e-05, + "loss": 0.0025, + "step": 3650 + }, + { + "epoch": 2.8441507967353283, + "grad_norm": 0.07344251027891184, + "learning_rate": 8.141812877707043e-05, + "loss": 0.0026, + "step": 3660 + }, + { + "epoch": 2.8519238243295764, + "grad_norm": 0.061294159799181576, + "learning_rate": 8.128607333454916e-05, + "loss": 0.0025, + "step": 3670 + }, + { + "epoch": 2.8596968519238244, + "grad_norm": 0.07538040581676492, + "learning_rate": 8.115365825384343e-05, + "loss": 0.0027, + "step": 3680 + }, + { + "epoch": 2.8674698795180724, + "grad_norm": 0.068469569338319, + "learning_rate": 8.10208850570848e-05, + "loss": 0.0027, + "step": 3690 + }, + { + "epoch": 2.8752429071123204, + "grad_norm": 0.07861201842013094, + "learning_rate": 8.088775527052138e-05, + "loss": 0.0026, + "step": 3700 + }, + { + "epoch": 2.8830159347065685, + "grad_norm": 0.07032168038481322, + "learning_rate": 8.075427042450039e-05, + "loss": 0.0026, + "step": 3710 + }, + { + "epoch": 2.890788962300816, + "grad_norm": 0.0727619064752268, + "learning_rate": 8.062043205345048e-05, + "loss": 0.0026, + "step": 3720 + }, + { + "epoch": 2.898561989895064, + "grad_norm": 0.06690511970065317, + "learning_rate": 8.048624169586416e-05, + "loss": 0.0025, + "step": 3730 + }, + { + "epoch": 2.906335017489312, + "grad_norm": 0.06902204913355058, + "learning_rate": 8.035170089428002e-05, + "loss": 0.0027, + "step": 3740 + }, + { + "epoch": 2.91410804508356, + "grad_norm": 0.06444050726503392, + "learning_rate": 8.021681119526514e-05, + "loss": 0.0025, + "step": 3750 + }, + { + "epoch": 2.921881072677808, + "grad_norm": 0.0703027939730794, + "learning_rate": 8.008157414939716e-05, + "loss": 0.0025, + "step": 3760 + }, + { + "epoch": 2.9296541002720558, + "grad_norm": 0.0918381465147948, + "learning_rate": 7.994599131124653e-05, + "loss": 0.0024, + "step": 3770 + }, + { + "epoch": 2.9374271278663038, + "grad_norm": 0.08102559952546114, + "learning_rate": 7.981006423935867e-05, + "loss": 0.0026, + "step": 3780 + }, + { + "epoch": 2.945200155460552, + "grad_norm": 0.09770131109668051, + "learning_rate": 7.967379449623601e-05, + "loss": 0.0027, + "step": 3790 + }, + { + "epoch": 2.9529731830548, + "grad_norm": 0.08951762311198015, + "learning_rate": 7.953718364832002e-05, + "loss": 0.0028, + "step": 3800 + }, + { + "epoch": 2.960746210649048, + "grad_norm": 0.0816846540545239, + "learning_rate": 7.940023326597323e-05, + "loss": 0.0024, + "step": 3810 + }, + { + "epoch": 2.968519238243296, + "grad_norm": 0.09871637060621355, + "learning_rate": 7.926294492346116e-05, + "loss": 0.0025, + "step": 3820 + }, + { + "epoch": 2.976292265837544, + "grad_norm": 0.08781538442295887, + "learning_rate": 7.912532019893429e-05, + "loss": 0.0024, + "step": 3830 + }, + { + "epoch": 2.984065293431792, + "grad_norm": 0.06767178490942136, + "learning_rate": 7.898736067440975e-05, + "loss": 0.0025, + "step": 3840 + }, + { + "epoch": 2.9918383210260395, + "grad_norm": 0.0745712201927625, + "learning_rate": 7.884906793575337e-05, + "loss": 0.0025, + "step": 3850 + }, + { + "epoch": 2.9996113486202876, + "grad_norm": 0.07397282294720663, + "learning_rate": 7.871044357266124e-05, + "loss": 0.0026, + "step": 3860 + }, + { + "epoch": 3.006995724834823, + "grad_norm": 0.06317771768056155, + "learning_rate": 7.85714891786416e-05, + "loss": 0.002, + "step": 3870 + }, + { + "epoch": 3.014768752429071, + "grad_norm": 0.05292609157896675, + "learning_rate": 7.843220635099633e-05, + "loss": 0.0016, + "step": 3880 + }, + { + "epoch": 3.022541780023319, + "grad_norm": 0.04882267190819284, + "learning_rate": 7.829259669080284e-05, + "loss": 0.0015, + "step": 3890 + }, + { + "epoch": 3.030314807617567, + "grad_norm": 0.07045644307155315, + "learning_rate": 7.815266180289542e-05, + "loss": 0.0015, + "step": 3900 + }, + { + "epoch": 3.038087835211815, + "grad_norm": 0.055379078896731576, + "learning_rate": 7.8012403295847e-05, + "loss": 0.0014, + "step": 3910 + }, + { + "epoch": 3.045860862806063, + "grad_norm": 0.057709864957742905, + "learning_rate": 7.787182278195047e-05, + "loss": 0.0014, + "step": 3920 + }, + { + "epoch": 3.053633890400311, + "grad_norm": 0.05040524795529855, + "learning_rate": 7.773092187720029e-05, + "loss": 0.0014, + "step": 3930 + }, + { + "epoch": 3.061406917994559, + "grad_norm": 0.05035382666579594, + "learning_rate": 7.758970220127383e-05, + "loss": 0.0013, + "step": 3940 + }, + { + "epoch": 3.069179945588807, + "grad_norm": 0.05592780408751526, + "learning_rate": 7.744816537751283e-05, + "loss": 0.0013, + "step": 3950 + }, + { + "epoch": 3.076952973183055, + "grad_norm": 0.05049381750502883, + "learning_rate": 7.730631303290466e-05, + "loss": 0.0012, + "step": 3960 + }, + { + "epoch": 3.084726000777303, + "grad_norm": 0.04277340066544573, + "learning_rate": 7.716414679806364e-05, + "loss": 0.0012, + "step": 3970 + }, + { + "epoch": 3.0924990283715506, + "grad_norm": 0.05126338146130596, + "learning_rate": 7.702166830721234e-05, + "loss": 0.0012, + "step": 3980 + }, + { + "epoch": 3.1002720559657986, + "grad_norm": 0.055321540703598515, + "learning_rate": 7.687887919816271e-05, + "loss": 0.0012, + "step": 3990 + }, + { + "epoch": 3.1080450835600466, + "grad_norm": 0.05448432149053431, + "learning_rate": 7.673578111229738e-05, + "loss": 0.0013, + "step": 4000 + }, + { + "epoch": 3.1158181111542946, + "grad_norm": 0.05849173735885185, + "learning_rate": 7.659237569455064e-05, + "loss": 0.0013, + "step": 4010 + }, + { + "epoch": 3.1235911387485427, + "grad_norm": 0.0532028841075432, + "learning_rate": 7.644866459338964e-05, + "loss": 0.0012, + "step": 4020 + }, + { + "epoch": 3.1313641663427907, + "grad_norm": 0.04800300277794506, + "learning_rate": 7.630464946079543e-05, + "loss": 0.0013, + "step": 4030 + }, + { + "epoch": 3.1391371939370383, + "grad_norm": 0.05653617859760966, + "learning_rate": 7.616033195224391e-05, + "loss": 0.0013, + "step": 4040 + }, + { + "epoch": 3.1469102215312863, + "grad_norm": 0.06752313338740537, + "learning_rate": 7.601571372668682e-05, + "loss": 0.0013, + "step": 4050 + }, + { + "epoch": 3.1546832491255343, + "grad_norm": 0.05046243795487172, + "learning_rate": 7.587079644653277e-05, + "loss": 0.0013, + "step": 4060 + }, + { + "epoch": 3.1624562767197824, + "grad_norm": 0.05678047625277804, + "learning_rate": 7.572558177762797e-05, + "loss": 0.0013, + "step": 4070 + }, + { + "epoch": 3.1702293043140304, + "grad_norm": 0.05051804020211108, + "learning_rate": 7.558007138923718e-05, + "loss": 0.0012, + "step": 4080 + }, + { + "epoch": 3.1780023319082784, + "grad_norm": 0.05610066773526129, + "learning_rate": 7.543426695402452e-05, + "loss": 0.0013, + "step": 4090 + }, + { + "epoch": 3.1857753595025264, + "grad_norm": 0.04650111729446382, + "learning_rate": 7.52881701480342e-05, + "loss": 0.0012, + "step": 4100 + }, + { + "epoch": 3.193548387096774, + "grad_norm": 0.05002456571280218, + "learning_rate": 7.514178265067129e-05, + "loss": 0.0013, + "step": 4110 + }, + { + "epoch": 3.201321414691022, + "grad_norm": 0.054771821749841916, + "learning_rate": 7.49951061446824e-05, + "loss": 0.0012, + "step": 4120 + }, + { + "epoch": 3.20909444228527, + "grad_norm": 0.054851003739267906, + "learning_rate": 7.484814231613633e-05, + "loss": 0.0012, + "step": 4130 + }, + { + "epoch": 3.216867469879518, + "grad_norm": 0.05095639836386469, + "learning_rate": 7.470089285440471e-05, + "loss": 0.0013, + "step": 4140 + }, + { + "epoch": 3.224640497473766, + "grad_norm": 0.051210658981078835, + "learning_rate": 7.455335945214257e-05, + "loss": 0.0013, + "step": 4150 + }, + { + "epoch": 3.232413525068014, + "grad_norm": 0.050630687016918294, + "learning_rate": 7.440554380526884e-05, + "loss": 0.0012, + "step": 4160 + }, + { + "epoch": 3.2401865526622617, + "grad_norm": 0.05481015847694094, + "learning_rate": 7.425744761294696e-05, + "loss": 0.0014, + "step": 4170 + }, + { + "epoch": 3.2479595802565098, + "grad_norm": 0.04746139811284292, + "learning_rate": 7.41090725775652e-05, + "loss": 0.0012, + "step": 4180 + }, + { + "epoch": 3.255732607850758, + "grad_norm": 0.0488852581761488, + "learning_rate": 7.396042040471728e-05, + "loss": 0.0012, + "step": 4190 + }, + { + "epoch": 3.263505635445006, + "grad_norm": 0.054029849239582, + "learning_rate": 7.381149280318255e-05, + "loss": 0.0013, + "step": 4200 + }, + { + "epoch": 3.271278663039254, + "grad_norm": 0.05953354906133648, + "learning_rate": 7.366229148490654e-05, + "loss": 0.0013, + "step": 4210 + }, + { + "epoch": 3.279051690633502, + "grad_norm": 0.06131326556461926, + "learning_rate": 7.351281816498113e-05, + "loss": 0.0014, + "step": 4220 + }, + { + "epoch": 3.2868247182277495, + "grad_norm": 0.059091602709714926, + "learning_rate": 7.336307456162492e-05, + "loss": 0.0014, + "step": 4230 + }, + { + "epoch": 3.2945977458219975, + "grad_norm": 0.07565280363176315, + "learning_rate": 7.32130623961635e-05, + "loss": 0.0014, + "step": 4240 + }, + { + "epoch": 3.3023707734162455, + "grad_norm": 0.056892619126486126, + "learning_rate": 7.306278339300959e-05, + "loss": 0.0013, + "step": 4250 + }, + { + "epoch": 3.3101438010104935, + "grad_norm": 0.11209680884929493, + "learning_rate": 7.291223927964321e-05, + "loss": 0.0015, + "step": 4260 + }, + { + "epoch": 3.3179168286047416, + "grad_norm": 0.053482607975617505, + "learning_rate": 7.276143178659194e-05, + "loss": 0.0014, + "step": 4270 + }, + { + "epoch": 3.3256898561989896, + "grad_norm": 0.04564916808200296, + "learning_rate": 7.261036264741092e-05, + "loss": 0.0013, + "step": 4280 + }, + { + "epoch": 3.3334628837932376, + "grad_norm": 0.045353190964480296, + "learning_rate": 7.24590335986629e-05, + "loss": 0.0013, + "step": 4290 + }, + { + "epoch": 3.3412359113874857, + "grad_norm": 0.05770878613559124, + "learning_rate": 7.230744637989841e-05, + "loss": 0.0012, + "step": 4300 + }, + { + "epoch": 3.3490089389817332, + "grad_norm": 0.04582085382704389, + "learning_rate": 7.215560273363564e-05, + "loss": 0.0012, + "step": 4310 + }, + { + "epoch": 3.3567819665759813, + "grad_norm": 0.05126717402300159, + "learning_rate": 7.200350440534048e-05, + "loss": 0.0013, + "step": 4320 + }, + { + "epoch": 3.3645549941702293, + "grad_norm": 0.05175638481119324, + "learning_rate": 7.185115314340638e-05, + "loss": 0.0013, + "step": 4330 + }, + { + "epoch": 3.3723280217644773, + "grad_norm": 0.05311419733020393, + "learning_rate": 7.169855069913434e-05, + "loss": 0.0013, + "step": 4340 + }, + { + "epoch": 3.3801010493587254, + "grad_norm": 0.056853567416186954, + "learning_rate": 7.154569882671273e-05, + "loss": 0.0013, + "step": 4350 + }, + { + "epoch": 3.387874076952973, + "grad_norm": 0.04541502908826204, + "learning_rate": 7.139259928319715e-05, + "loss": 0.0013, + "step": 4360 + }, + { + "epoch": 3.395647104547221, + "grad_norm": 0.050130248796668546, + "learning_rate": 7.12392538284902e-05, + "loss": 0.0014, + "step": 4370 + }, + { + "epoch": 3.403420132141469, + "grad_norm": 0.05299964388790246, + "learning_rate": 7.108566422532123e-05, + "loss": 0.0013, + "step": 4380 + }, + { + "epoch": 3.411193159735717, + "grad_norm": 0.0508152329921838, + "learning_rate": 7.093183223922621e-05, + "loss": 0.0013, + "step": 4390 + }, + { + "epoch": 3.418966187329965, + "grad_norm": 0.057542259788822554, + "learning_rate": 7.077775963852724e-05, + "loss": 0.0014, + "step": 4400 + }, + { + "epoch": 3.426739214924213, + "grad_norm": 0.050631581931810374, + "learning_rate": 7.06234481943124e-05, + "loss": 0.0014, + "step": 4410 + }, + { + "epoch": 3.434512242518461, + "grad_norm": 0.06953796070789972, + "learning_rate": 7.046889968041524e-05, + "loss": 0.0014, + "step": 4420 + }, + { + "epoch": 3.442285270112709, + "grad_norm": 0.05342125151124089, + "learning_rate": 7.03141158733945e-05, + "loss": 0.0013, + "step": 4430 + }, + { + "epoch": 3.4500582977069567, + "grad_norm": 0.052119437229514516, + "learning_rate": 7.015909855251367e-05, + "loss": 0.0014, + "step": 4440 + }, + { + "epoch": 3.4578313253012047, + "grad_norm": 0.06486726674849891, + "learning_rate": 7.000384949972047e-05, + "loss": 0.0014, + "step": 4450 + }, + { + "epoch": 3.4656043528954528, + "grad_norm": 0.06859610570190047, + "learning_rate": 6.984837049962646e-05, + "loss": 0.0014, + "step": 4460 + }, + { + "epoch": 3.473377380489701, + "grad_norm": 0.05617796165249675, + "learning_rate": 6.969266333948646e-05, + "loss": 0.0014, + "step": 4470 + }, + { + "epoch": 3.481150408083949, + "grad_norm": 0.06717819564707593, + "learning_rate": 6.953672980917801e-05, + "loss": 0.0015, + "step": 4480 + }, + { + "epoch": 3.488923435678197, + "grad_norm": 0.0685334676438363, + "learning_rate": 6.938057170118082e-05, + "loss": 0.0014, + "step": 4490 + }, + { + "epoch": 3.4966964632724444, + "grad_norm": 0.053206585518083986, + "learning_rate": 6.922419081055617e-05, + "loss": 0.0013, + "step": 4500 + }, + { + "epoch": 3.5044694908666925, + "grad_norm": 0.057804877493537, + "learning_rate": 6.906758893492624e-05, + "loss": 0.0013, + "step": 4510 + }, + { + "epoch": 3.5122425184609405, + "grad_norm": 0.0752984087415248, + "learning_rate": 6.891076787445348e-05, + "loss": 0.0014, + "step": 4520 + }, + { + "epoch": 3.5200155460551885, + "grad_norm": 0.07684456686374479, + "learning_rate": 6.875372943181989e-05, + "loss": 0.0014, + "step": 4530 + }, + { + "epoch": 3.5277885736494365, + "grad_norm": 0.05151187127939253, + "learning_rate": 6.859647541220633e-05, + "loss": 0.0015, + "step": 4540 + }, + { + "epoch": 3.5355616012436846, + "grad_norm": 0.06120977928590361, + "learning_rate": 6.843900762327171e-05, + "loss": 0.0015, + "step": 4550 + }, + { + "epoch": 3.5433346288379326, + "grad_norm": 0.052241865212588494, + "learning_rate": 6.828132787513232e-05, + "loss": 0.0015, + "step": 4560 + }, + { + "epoch": 3.55110765643218, + "grad_norm": 0.062291869625660766, + "learning_rate": 6.812343798034088e-05, + "loss": 0.0015, + "step": 4570 + }, + { + "epoch": 3.558880684026428, + "grad_norm": 0.06940645079889347, + "learning_rate": 6.796533975386582e-05, + "loss": 0.0014, + "step": 4580 + }, + { + "epoch": 3.5666537116206762, + "grad_norm": 0.05299761798149833, + "learning_rate": 6.780703501307037e-05, + "loss": 0.0015, + "step": 4590 + }, + { + "epoch": 3.5744267392149243, + "grad_norm": 0.0553631663183678, + "learning_rate": 6.764852557769168e-05, + "loss": 0.0014, + "step": 4600 + }, + { + "epoch": 3.5821997668091723, + "grad_norm": 0.05928665736489485, + "learning_rate": 6.748981326981987e-05, + "loss": 0.0014, + "step": 4610 + }, + { + "epoch": 3.58997279440342, + "grad_norm": 0.06100690574773009, + "learning_rate": 6.733089991387711e-05, + "loss": 0.0013, + "step": 4620 + }, + { + "epoch": 3.597745821997668, + "grad_norm": 0.06554679880311645, + "learning_rate": 6.717178733659669e-05, + "loss": 0.0015, + "step": 4630 + }, + { + "epoch": 3.605518849591916, + "grad_norm": 0.04648835107205993, + "learning_rate": 6.701247736700193e-05, + "loss": 0.0014, + "step": 4640 + }, + { + "epoch": 3.613291877186164, + "grad_norm": 0.0485433533499338, + "learning_rate": 6.685297183638524e-05, + "loss": 0.0013, + "step": 4650 + }, + { + "epoch": 3.621064904780412, + "grad_norm": 0.05273132935003627, + "learning_rate": 6.669327257828702e-05, + "loss": 0.0013, + "step": 4660 + }, + { + "epoch": 3.62883793237466, + "grad_norm": 0.050580958804008154, + "learning_rate": 6.653338142847459e-05, + "loss": 0.0013, + "step": 4670 + }, + { + "epoch": 3.636610959968908, + "grad_norm": 0.0522871787450838, + "learning_rate": 6.637330022492112e-05, + "loss": 0.0013, + "step": 4680 + }, + { + "epoch": 3.644383987563156, + "grad_norm": 0.054308887619061295, + "learning_rate": 6.621303080778445e-05, + "loss": 0.0014, + "step": 4690 + }, + { + "epoch": 3.6521570151574037, + "grad_norm": 0.05378027866810176, + "learning_rate": 6.605257501938596e-05, + "loss": 0.0014, + "step": 4700 + }, + { + "epoch": 3.6599300427516517, + "grad_norm": 0.05266369589319868, + "learning_rate": 6.589193470418941e-05, + "loss": 0.0014, + "step": 4710 + }, + { + "epoch": 3.6677030703458997, + "grad_norm": 0.05465334294471026, + "learning_rate": 6.573111170877976e-05, + "loss": 0.0013, + "step": 4720 + }, + { + "epoch": 3.6754760979401477, + "grad_norm": 0.05753126693229123, + "learning_rate": 6.557010788184182e-05, + "loss": 0.0015, + "step": 4730 + }, + { + "epoch": 3.6832491255343958, + "grad_norm": 0.0867356792695403, + "learning_rate": 6.540892507413917e-05, + "loss": 0.0016, + "step": 4740 + }, + { + "epoch": 3.6910221531286433, + "grad_norm": 0.06764490662130833, + "learning_rate": 6.524756513849273e-05, + "loss": 0.0014, + "step": 4750 + }, + { + "epoch": 3.6987951807228914, + "grad_norm": 0.0704576802572128, + "learning_rate": 6.508602992975963e-05, + "loss": 0.0016, + "step": 4760 + }, + { + "epoch": 3.7065682083171394, + "grad_norm": 0.0802767664255637, + "learning_rate": 6.492432130481166e-05, + "loss": 0.0015, + "step": 4770 + }, + { + "epoch": 3.7143412359113874, + "grad_norm": 0.06395636400017118, + "learning_rate": 6.476244112251418e-05, + "loss": 0.0014, + "step": 4780 + }, + { + "epoch": 3.7221142635056355, + "grad_norm": 0.0811016126799815, + "learning_rate": 6.460039124370455e-05, + "loss": 0.0015, + "step": 4790 + }, + { + "epoch": 3.7298872910998835, + "grad_norm": 0.07545299601321427, + "learning_rate": 6.443817353117085e-05, + "loss": 0.0014, + "step": 4800 + }, + { + "epoch": 3.7376603186941315, + "grad_norm": 0.0573497980247029, + "learning_rate": 6.42757898496304e-05, + "loss": 0.0013, + "step": 4810 + }, + { + "epoch": 3.7454333462883795, + "grad_norm": 0.05669253189317607, + "learning_rate": 6.411324206570843e-05, + "loss": 0.0014, + "step": 4820 + }, + { + "epoch": 3.753206373882627, + "grad_norm": 0.060651625048542414, + "learning_rate": 6.395053204791648e-05, + "loss": 0.0013, + "step": 4830 + }, + { + "epoch": 3.760979401476875, + "grad_norm": 0.06271483916694727, + "learning_rate": 6.378766166663102e-05, + "loss": 0.0014, + "step": 4840 + }, + { + "epoch": 3.768752429071123, + "grad_norm": 0.058985216905366365, + "learning_rate": 6.362463279407192e-05, + "loss": 0.0013, + "step": 4850 + }, + { + "epoch": 3.776525456665371, + "grad_norm": 0.08016429533408413, + "learning_rate": 6.346144730428094e-05, + "loss": 0.0014, + "step": 4860 + }, + { + "epoch": 3.7842984842596192, + "grad_norm": 0.05464432483179166, + "learning_rate": 6.329810707310017e-05, + "loss": 0.0014, + "step": 4870 + }, + { + "epoch": 3.792071511853867, + "grad_norm": 0.05302175690868426, + "learning_rate": 6.313461397815049e-05, + "loss": 0.0014, + "step": 4880 + }, + { + "epoch": 3.799844539448115, + "grad_norm": 0.051860409972017484, + "learning_rate": 6.297096989880994e-05, + "loss": 0.0014, + "step": 4890 + }, + { + "epoch": 3.807617567042363, + "grad_norm": 0.06121655864510598, + "learning_rate": 6.280717671619219e-05, + "loss": 0.0013, + "step": 4900 + }, + { + "epoch": 3.815390594636611, + "grad_norm": 0.04964639600777849, + "learning_rate": 6.264323631312483e-05, + "loss": 0.0013, + "step": 4910 + }, + { + "epoch": 3.823163622230859, + "grad_norm": 0.05610965209960934, + "learning_rate": 6.247915057412781e-05, + "loss": 0.0013, + "step": 4920 + }, + { + "epoch": 3.830936649825107, + "grad_norm": 0.06260573144334115, + "learning_rate": 6.231492138539174e-05, + "loss": 0.0013, + "step": 4930 + }, + { + "epoch": 3.838709677419355, + "grad_norm": 0.05298276249108928, + "learning_rate": 6.21505506347562e-05, + "loss": 0.0014, + "step": 4940 + }, + { + "epoch": 3.846482705013603, + "grad_norm": 0.058326570847754826, + "learning_rate": 6.198604021168798e-05, + "loss": 0.0013, + "step": 4950 + }, + { + "epoch": 3.8542557326078506, + "grad_norm": 0.05260934675853932, + "learning_rate": 6.182139200725953e-05, + "loss": 0.0013, + "step": 4960 + }, + { + "epoch": 3.8620287602020986, + "grad_norm": 0.05423996230834983, + "learning_rate": 6.165660791412704e-05, + "loss": 0.0013, + "step": 4970 + }, + { + "epoch": 3.8698017877963466, + "grad_norm": 0.051638650500176166, + "learning_rate": 6.149168982650882e-05, + "loss": 0.0013, + "step": 4980 + }, + { + "epoch": 3.8775748153905947, + "grad_norm": 0.05511171077247131, + "learning_rate": 6.132663964016343e-05, + "loss": 0.0013, + "step": 4990 + }, + { + "epoch": 3.8853478429848427, + "grad_norm": 0.04961157230866775, + "learning_rate": 6.116145925236795e-05, + "loss": 0.0013, + "step": 5000 + }, + { + "epoch": 3.8931208705790903, + "grad_norm": 0.05265851472161743, + "learning_rate": 6.099615056189609e-05, + "loss": 0.0013, + "step": 5010 + }, + { + "epoch": 3.9008938981733383, + "grad_norm": 0.05197040384153092, + "learning_rate": 6.083071546899649e-05, + "loss": 0.0012, + "step": 5020 + }, + { + "epoch": 3.9086669257675863, + "grad_norm": 0.058677791758000766, + "learning_rate": 6.066515587537077e-05, + "loss": 0.0014, + "step": 5030 + }, + { + "epoch": 3.9164399533618344, + "grad_norm": 0.05080762076034653, + "learning_rate": 6.0499473684151695e-05, + "loss": 0.0013, + "step": 5040 + }, + { + "epoch": 3.9242129809560824, + "grad_norm": 0.0505243429638093, + "learning_rate": 6.0333670799881346e-05, + "loss": 0.0012, + "step": 5050 + }, + { + "epoch": 3.9319860085503304, + "grad_norm": 0.04592349968189807, + "learning_rate": 6.0167749128489136e-05, + "loss": 0.0012, + "step": 5060 + }, + { + "epoch": 3.9397590361445785, + "grad_norm": 0.05707189919349449, + "learning_rate": 6.000171057726999e-05, + "loss": 0.0013, + "step": 5070 + }, + { + "epoch": 3.9475320637388265, + "grad_norm": 0.0526931495556647, + "learning_rate": 5.983555705486239e-05, + "loss": 0.0012, + "step": 5080 + }, + { + "epoch": 3.9553050913330745, + "grad_norm": 0.051013582659466365, + "learning_rate": 5.9669290471226405e-05, + "loss": 0.0013, + "step": 5090 + }, + { + "epoch": 3.963078118927322, + "grad_norm": 0.052603820387661857, + "learning_rate": 5.9502912737621764e-05, + "loss": 0.0012, + "step": 5100 + }, + { + "epoch": 3.97085114652157, + "grad_norm": 0.051720172092351926, + "learning_rate": 5.9336425766585924e-05, + "loss": 0.0012, + "step": 5110 + }, + { + "epoch": 3.978624174115818, + "grad_norm": 0.10597495725038626, + "learning_rate": 5.9169831471911974e-05, + "loss": 0.0013, + "step": 5120 + }, + { + "epoch": 3.986397201710066, + "grad_norm": 0.04999517365959679, + "learning_rate": 5.900313176862675e-05, + "loss": 0.0013, + "step": 5130 + }, + { + "epoch": 3.9941702293043138, + "grad_norm": 0.05994926145731603, + "learning_rate": 5.883632857296876e-05, + "loss": 0.0013, + "step": 5140 + }, + { + "epoch": 4.00155460551885, + "grad_norm": 0.06828827893546477, + "learning_rate": 5.8669423802366177e-05, + "loss": 0.0012, + "step": 5150 + }, + { + "epoch": 4.009327633113098, + "grad_norm": 0.04581917688238487, + "learning_rate": 5.850241937541482e-05, + "loss": 0.0008, + "step": 5160 + }, + { + "epoch": 4.017100660707346, + "grad_norm": 0.04767494608662352, + "learning_rate": 5.833531721185601e-05, + "loss": 0.0008, + "step": 5170 + }, + { + "epoch": 4.024873688301594, + "grad_norm": 0.03415064425236542, + "learning_rate": 5.8168119232554605e-05, + "loss": 0.0007, + "step": 5180 + }, + { + "epoch": 4.032646715895841, + "grad_norm": 0.03156168690639689, + "learning_rate": 5.80008273594769e-05, + "loss": 0.0006, + "step": 5190 + }, + { + "epoch": 4.040419743490089, + "grad_norm": 0.02775459034078891, + "learning_rate": 5.783344351566849e-05, + "loss": 0.0006, + "step": 5200 + }, + { + "epoch": 4.048192771084337, + "grad_norm": 0.03752890797711968, + "learning_rate": 5.7665969625232174e-05, + "loss": 0.0006, + "step": 5210 + }, + { + "epoch": 4.055965798678585, + "grad_norm": 0.039795978106431484, + "learning_rate": 5.749840761330587e-05, + "loss": 0.0006, + "step": 5220 + }, + { + "epoch": 4.063738826272833, + "grad_norm": 0.04591425788703762, + "learning_rate": 5.733075940604045e-05, + "loss": 0.0006, + "step": 5230 + }, + { + "epoch": 4.071511853867081, + "grad_norm": 0.03678302094567926, + "learning_rate": 5.7163026930577636e-05, + "loss": 0.0006, + "step": 5240 + }, + { + "epoch": 4.079284881461329, + "grad_norm": 0.042733165935266, + "learning_rate": 5.69952121150278e-05, + "loss": 0.0006, + "step": 5250 + }, + { + "epoch": 4.087057909055577, + "grad_norm": 0.034514951085523264, + "learning_rate": 5.682731688844786e-05, + "loss": 0.0005, + "step": 5260 + }, + { + "epoch": 4.094830936649825, + "grad_norm": 0.03331717312064519, + "learning_rate": 5.6659343180819036e-05, + "loss": 0.0005, + "step": 5270 + }, + { + "epoch": 4.102603964244073, + "grad_norm": 0.04058083373382621, + "learning_rate": 5.649129292302473e-05, + "loss": 0.0005, + "step": 5280 + }, + { + "epoch": 4.110376991838321, + "grad_norm": 0.034283836253464796, + "learning_rate": 5.632316804682828e-05, + "loss": 0.0005, + "step": 5290 + }, + { + "epoch": 4.118150019432569, + "grad_norm": 0.037857136276281164, + "learning_rate": 5.615497048485078e-05, + "loss": 0.0005, + "step": 5300 + }, + { + "epoch": 4.125923047026817, + "grad_norm": 0.038838286688120054, + "learning_rate": 5.598670217054883e-05, + "loss": 0.0005, + "step": 5310 + }, + { + "epoch": 4.1336960746210645, + "grad_norm": 0.02729201236801898, + "learning_rate": 5.58183650381924e-05, + "loss": 0.0005, + "step": 5320 + }, + { + "epoch": 4.1414691022153125, + "grad_norm": 0.04084905595927271, + "learning_rate": 5.56499610228425e-05, + "loss": 0.0005, + "step": 5330 + }, + { + "epoch": 4.1492421298095605, + "grad_norm": 0.032422360783001807, + "learning_rate": 5.5481492060328945e-05, + "loss": 0.0005, + "step": 5340 + }, + { + "epoch": 4.157015157403809, + "grad_norm": 0.037801558928930515, + "learning_rate": 5.531296008722816e-05, + "loss": 0.0004, + "step": 5350 + }, + { + "epoch": 4.164788184998057, + "grad_norm": 0.03619523638310936, + "learning_rate": 5.5144367040840896e-05, + "loss": 0.0006, + "step": 5360 + }, + { + "epoch": 4.172561212592305, + "grad_norm": 0.04120623681054301, + "learning_rate": 5.4975714859169914e-05, + "loss": 0.0005, + "step": 5370 + }, + { + "epoch": 4.180334240186553, + "grad_norm": 0.029566587403069115, + "learning_rate": 5.480700548089779e-05, + "loss": 0.0005, + "step": 5380 + }, + { + "epoch": 4.188107267780801, + "grad_norm": 0.03750169201927612, + "learning_rate": 5.463824084536453e-05, + "loss": 0.0005, + "step": 5390 + }, + { + "epoch": 4.195880295375049, + "grad_norm": 0.030745808156288912, + "learning_rate": 5.446942289254536e-05, + "loss": 0.0006, + "step": 5400 + }, + { + "epoch": 4.203653322969297, + "grad_norm": 0.0359645720597556, + "learning_rate": 5.430055356302841e-05, + "loss": 0.0006, + "step": 5410 + }, + { + "epoch": 4.211426350563545, + "grad_norm": 0.034515918980682146, + "learning_rate": 5.413163479799236e-05, + "loss": 0.0006, + "step": 5420 + }, + { + "epoch": 4.219199378157793, + "grad_norm": 0.03877548820046214, + "learning_rate": 5.396266853918418e-05, + "loss": 0.0006, + "step": 5430 + }, + { + "epoch": 4.226972405752041, + "grad_norm": 0.04425623388447145, + "learning_rate": 5.37936567288968e-05, + "loss": 0.0006, + "step": 5440 + }, + { + "epoch": 4.234745433346289, + "grad_norm": 0.04096699167456297, + "learning_rate": 5.3624601309946754e-05, + "loss": 0.0006, + "step": 5450 + }, + { + "epoch": 4.242518460940536, + "grad_norm": 0.040203913710602966, + "learning_rate": 5.345550422565184e-05, + "loss": 0.0006, + "step": 5460 + }, + { + "epoch": 4.250291488534784, + "grad_norm": 0.03670112205788334, + "learning_rate": 5.328636741980887e-05, + "loss": 0.0005, + "step": 5470 + }, + { + "epoch": 4.258064516129032, + "grad_norm": 0.03631922782433492, + "learning_rate": 5.311719283667118e-05, + "loss": 0.0006, + "step": 5480 + }, + { + "epoch": 4.26583754372328, + "grad_norm": 0.08057650609897654, + "learning_rate": 5.294798242092642e-05, + "loss": 0.0006, + "step": 5490 + }, + { + "epoch": 4.273610571317528, + "grad_norm": 0.04169293878514899, + "learning_rate": 5.2778738117674155e-05, + "loss": 0.0005, + "step": 5500 + }, + { + "epoch": 4.281383598911776, + "grad_norm": 0.04297356425214829, + "learning_rate": 5.260946187240342e-05, + "loss": 0.0006, + "step": 5510 + }, + { + "epoch": 4.289156626506024, + "grad_norm": 0.05584211566238541, + "learning_rate": 5.244015563097049e-05, + "loss": 0.0007, + "step": 5520 + }, + { + "epoch": 4.296929654100272, + "grad_norm": 0.04991582674756648, + "learning_rate": 5.227082133957643e-05, + "loss": 0.0008, + "step": 5530 + }, + { + "epoch": 4.30470268169452, + "grad_norm": 0.04222493800756607, + "learning_rate": 5.210146094474474e-05, + "loss": 0.0008, + "step": 5540 + }, + { + "epoch": 4.312475709288768, + "grad_norm": 0.03656442818921343, + "learning_rate": 5.193207639329901e-05, + "loss": 0.0008, + "step": 5550 + }, + { + "epoch": 4.320248736883016, + "grad_norm": 0.034567143296557225, + "learning_rate": 5.176266963234048e-05, + "loss": 0.0007, + "step": 5560 + }, + { + "epoch": 4.328021764477264, + "grad_norm": 0.03483817210989784, + "learning_rate": 5.159324260922567e-05, + "loss": 0.0006, + "step": 5570 + }, + { + "epoch": 4.335794792071512, + "grad_norm": 0.035603164851300176, + "learning_rate": 5.142379727154409e-05, + "loss": 0.0006, + "step": 5580 + }, + { + "epoch": 4.3435678196657594, + "grad_norm": 0.028459828702280508, + "learning_rate": 5.125433556709573e-05, + "loss": 0.0006, + "step": 5590 + }, + { + "epoch": 4.3513408472600075, + "grad_norm": 0.04113990106440544, + "learning_rate": 5.108485944386873e-05, + "loss": 0.0006, + "step": 5600 + }, + { + "epoch": 4.3591138748542555, + "grad_norm": 0.04543144317857235, + "learning_rate": 5.091537085001695e-05, + "loss": 0.0005, + "step": 5610 + }, + { + "epoch": 4.3668869024485035, + "grad_norm": 0.04324399977725394, + "learning_rate": 5.074587173383768e-05, + "loss": 0.0006, + "step": 5620 + }, + { + "epoch": 4.3746599300427516, + "grad_norm": 0.030022351311664933, + "learning_rate": 5.057636404374905e-05, + "loss": 0.0006, + "step": 5630 + }, + { + "epoch": 4.382432957637, + "grad_norm": 0.04051856954025839, + "learning_rate": 5.040684972826785e-05, + "loss": 0.0006, + "step": 5640 + }, + { + "epoch": 4.390205985231248, + "grad_norm": 0.03471005917429346, + "learning_rate": 5.023733073598695e-05, + "loss": 0.0005, + "step": 5650 + }, + { + "epoch": 4.397979012825496, + "grad_norm": 0.03265174066617206, + "learning_rate": 5.006780901555307e-05, + "loss": 0.0005, + "step": 5660 + }, + { + "epoch": 4.405752040419744, + "grad_norm": 0.04507957606154376, + "learning_rate": 4.989828651564419e-05, + "loss": 0.0006, + "step": 5670 + }, + { + "epoch": 4.413525068013992, + "grad_norm": 0.033075272882098945, + "learning_rate": 4.972876518494734e-05, + "loss": 0.0006, + "step": 5680 + }, + { + "epoch": 4.42129809560824, + "grad_norm": 0.02836050085506267, + "learning_rate": 4.955924697213605e-05, + "loss": 0.0006, + "step": 5690 + }, + { + "epoch": 4.429071123202488, + "grad_norm": 0.03852732063598139, + "learning_rate": 4.938973382584806e-05, + "loss": 0.0006, + "step": 5700 + }, + { + "epoch": 4.436844150796736, + "grad_norm": 0.042783988393428805, + "learning_rate": 4.922022769466279e-05, + "loss": 0.0006, + "step": 5710 + }, + { + "epoch": 4.444617178390983, + "grad_norm": 0.04469622309194219, + "learning_rate": 4.9050730527079096e-05, + "loss": 0.0005, + "step": 5720 + }, + { + "epoch": 4.452390205985231, + "grad_norm": 0.04742224629097243, + "learning_rate": 4.888124427149277e-05, + "loss": 0.0005, + "step": 5730 + }, + { + "epoch": 4.460163233579479, + "grad_norm": 0.02835405265520966, + "learning_rate": 4.8711770876174175e-05, + "loss": 0.0006, + "step": 5740 + }, + { + "epoch": 4.467936261173727, + "grad_norm": 0.04055659419668568, + "learning_rate": 4.854231228924582e-05, + "loss": 0.0006, + "step": 5750 + }, + { + "epoch": 4.475709288767975, + "grad_norm": 0.037513767560614523, + "learning_rate": 4.837287045866001e-05, + "loss": 0.0006, + "step": 5760 + }, + { + "epoch": 4.483482316362223, + "grad_norm": 0.030948737484918637, + "learning_rate": 4.8203447332176434e-05, + "loss": 0.0005, + "step": 5770 + }, + { + "epoch": 4.491255343956471, + "grad_norm": 0.041860398988624016, + "learning_rate": 4.803404485733977e-05, + "loss": 0.0006, + "step": 5780 + }, + { + "epoch": 4.499028371550719, + "grad_norm": 0.03928519045542616, + "learning_rate": 4.78646649814573e-05, + "loss": 0.0005, + "step": 5790 + }, + { + "epoch": 4.506801399144967, + "grad_norm": 0.026381525778442577, + "learning_rate": 4.769530965157654e-05, + "loss": 0.0005, + "step": 5800 + }, + { + "epoch": 4.514574426739215, + "grad_norm": 0.03983527752214128, + "learning_rate": 4.752598081446282e-05, + "loss": 0.0005, + "step": 5810 + }, + { + "epoch": 4.522347454333463, + "grad_norm": 0.03822679489740094, + "learning_rate": 4.735668041657697e-05, + "loss": 0.0005, + "step": 5820 + }, + { + "epoch": 4.530120481927711, + "grad_norm": 0.027994164547717068, + "learning_rate": 4.7187410404052865e-05, + "loss": 0.0005, + "step": 5830 + }, + { + "epoch": 4.537893509521959, + "grad_norm": 0.05281713573969291, + "learning_rate": 4.70181727226751e-05, + "loss": 0.0006, + "step": 5840 + }, + { + "epoch": 4.545666537116206, + "grad_norm": 0.03183555510669356, + "learning_rate": 4.684896931785666e-05, + "loss": 0.0005, + "step": 5850 + }, + { + "epoch": 4.553439564710454, + "grad_norm": 0.04425960004494883, + "learning_rate": 4.667980213461647e-05, + "loss": 0.0005, + "step": 5860 + }, + { + "epoch": 4.561212592304702, + "grad_norm": 0.035447893053189544, + "learning_rate": 4.651067311755712e-05, + "loss": 0.0006, + "step": 5870 + }, + { + "epoch": 4.5689856198989505, + "grad_norm": 0.03138729892970769, + "learning_rate": 4.6341584210842445e-05, + "loss": 0.0005, + "step": 5880 + }, + { + "epoch": 4.5767586474931985, + "grad_norm": 0.02817622851989118, + "learning_rate": 4.6172537358175214e-05, + "loss": 0.0005, + "step": 5890 + }, + { + "epoch": 4.5845316750874465, + "grad_norm": 0.02803642103316403, + "learning_rate": 4.60035345027748e-05, + "loss": 0.0006, + "step": 5900 + }, + { + "epoch": 4.5923047026816946, + "grad_norm": 0.039503471899411856, + "learning_rate": 4.5834577587354764e-05, + "loss": 0.0006, + "step": 5910 + }, + { + "epoch": 4.600077730275943, + "grad_norm": 0.03209705648101513, + "learning_rate": 4.566566855410064e-05, + "loss": 0.0006, + "step": 5920 + }, + { + "epoch": 4.607850757870191, + "grad_norm": 0.036379862319002865, + "learning_rate": 4.549680934464755e-05, + "loss": 0.0006, + "step": 5930 + }, + { + "epoch": 4.615623785464439, + "grad_norm": 0.03836163405627623, + "learning_rate": 4.53280019000578e-05, + "loss": 0.0006, + "step": 5940 + }, + { + "epoch": 4.623396813058687, + "grad_norm": 0.04298997406601343, + "learning_rate": 4.515924816079875e-05, + "loss": 0.0006, + "step": 5950 + }, + { + "epoch": 4.631169840652935, + "grad_norm": 0.03550821491196621, + "learning_rate": 4.499055006672035e-05, + "loss": 0.0006, + "step": 5960 + }, + { + "epoch": 4.638942868247183, + "grad_norm": 0.032404204251160834, + "learning_rate": 4.4821909557032945e-05, + "loss": 0.0006, + "step": 5970 + }, + { + "epoch": 4.64671589584143, + "grad_norm": 0.040733882859301615, + "learning_rate": 4.465332857028489e-05, + "loss": 0.0006, + "step": 5980 + }, + { + "epoch": 4.654488923435678, + "grad_norm": 0.04237952442574177, + "learning_rate": 4.448480904434037e-05, + "loss": 0.0005, + "step": 5990 + }, + { + "epoch": 4.662261951029926, + "grad_norm": 0.04459356513079646, + "learning_rate": 4.4316352916356994e-05, + "loss": 0.0006, + "step": 6000 + }, + { + "epoch": 4.670034978624174, + "grad_norm": 0.037861533286158544, + "learning_rate": 4.414796212276368e-05, + "loss": 0.0005, + "step": 6010 + }, + { + "epoch": 4.677808006218422, + "grad_norm": 0.03957507901230309, + "learning_rate": 4.3979638599238255e-05, + "loss": 0.0006, + "step": 6020 + }, + { + "epoch": 4.68558103381267, + "grad_norm": 0.0382952293024233, + "learning_rate": 4.3811384280685314e-05, + "loss": 0.0006, + "step": 6030 + }, + { + "epoch": 4.693354061406918, + "grad_norm": 0.04187911129915023, + "learning_rate": 4.3643201101213924e-05, + "loss": 0.0006, + "step": 6040 + }, + { + "epoch": 4.701127089001166, + "grad_norm": 0.0370382821229986, + "learning_rate": 4.347509099411533e-05, + "loss": 0.0006, + "step": 6050 + }, + { + "epoch": 4.708900116595414, + "grad_norm": 0.037130592559926755, + "learning_rate": 4.330705589184089e-05, + "loss": 0.0006, + "step": 6060 + }, + { + "epoch": 4.716673144189662, + "grad_norm": 0.033489041804650066, + "learning_rate": 4.313909772597972e-05, + "loss": 0.0006, + "step": 6070 + }, + { + "epoch": 4.72444617178391, + "grad_norm": 0.04023357069607381, + "learning_rate": 4.297121842723657e-05, + "loss": 0.0006, + "step": 6080 + }, + { + "epoch": 4.732219199378158, + "grad_norm": 0.038278502632585185, + "learning_rate": 4.280341992540956e-05, + "loss": 0.0006, + "step": 6090 + }, + { + "epoch": 4.739992226972406, + "grad_norm": 0.028658105892572495, + "learning_rate": 4.263570414936807e-05, + "loss": 0.0006, + "step": 6100 + }, + { + "epoch": 4.747765254566653, + "grad_norm": 0.03769276819690435, + "learning_rate": 4.246807302703052e-05, + "loss": 0.0006, + "step": 6110 + }, + { + "epoch": 4.755538282160901, + "grad_norm": 0.02821667325584842, + "learning_rate": 4.230052848534223e-05, + "loss": 0.0005, + "step": 6120 + }, + { + "epoch": 4.763311309755149, + "grad_norm": 0.031860499212090505, + "learning_rate": 4.213307245025326e-05, + "loss": 0.0005, + "step": 6130 + }, + { + "epoch": 4.771084337349397, + "grad_norm": 0.038768056070783374, + "learning_rate": 4.196570684669627e-05, + "loss": 0.0005, + "step": 6140 + }, + { + "epoch": 4.778857364943645, + "grad_norm": 0.032625189900051796, + "learning_rate": 4.1798433598564404e-05, + "loss": 0.0005, + "step": 6150 + }, + { + "epoch": 4.7866303925378935, + "grad_norm": 0.028251385265285735, + "learning_rate": 4.163125462868917e-05, + "loss": 0.0005, + "step": 6160 + }, + { + "epoch": 4.7944034201321415, + "grad_norm": 0.033430380873123416, + "learning_rate": 4.146417185881829e-05, + "loss": 0.0006, + "step": 6170 + }, + { + "epoch": 4.8021764477263895, + "grad_norm": 0.03981308165767607, + "learning_rate": 4.129718720959372e-05, + "loss": 0.0005, + "step": 6180 + }, + { + "epoch": 4.8099494753206375, + "grad_norm": 0.03071785984517098, + "learning_rate": 4.113030260052943e-05, + "loss": 0.0004, + "step": 6190 + }, + { + "epoch": 4.817722502914886, + "grad_norm": 0.039123776730175724, + "learning_rate": 4.09635199499895e-05, + "loss": 0.0005, + "step": 6200 + }, + { + "epoch": 4.825495530509134, + "grad_norm": 0.03126204913854568, + "learning_rate": 4.07968411751659e-05, + "loss": 0.0005, + "step": 6210 + }, + { + "epoch": 4.833268558103382, + "grad_norm": 0.036954611691286936, + "learning_rate": 4.063026819205658e-05, + "loss": 0.0005, + "step": 6220 + }, + { + "epoch": 4.84104158569763, + "grad_norm": 0.04201937389302552, + "learning_rate": 4.046380291544338e-05, + "loss": 0.0005, + "step": 6230 + }, + { + "epoch": 4.848814613291877, + "grad_norm": 0.034308301558943675, + "learning_rate": 4.029744725887007e-05, + "loss": 0.0005, + "step": 6240 + }, + { + "epoch": 4.856587640886125, + "grad_norm": 0.03496979511736733, + "learning_rate": 4.0131203134620255e-05, + "loss": 0.0005, + "step": 6250 + }, + { + "epoch": 4.864360668480373, + "grad_norm": 0.039032383869847566, + "learning_rate": 3.996507245369551e-05, + "loss": 0.0005, + "step": 6260 + }, + { + "epoch": 4.872133696074621, + "grad_norm": 0.04672609065214268, + "learning_rate": 3.979905712579337e-05, + "loss": 0.0005, + "step": 6270 + }, + { + "epoch": 4.879906723668869, + "grad_norm": 0.040546725722874294, + "learning_rate": 3.963315905928532e-05, + "loss": 0.0005, + "step": 6280 + }, + { + "epoch": 4.887679751263117, + "grad_norm": 0.0378778673072386, + "learning_rate": 3.946738016119494e-05, + "loss": 0.0005, + "step": 6290 + }, + { + "epoch": 4.895452778857365, + "grad_norm": 0.03653505654798841, + "learning_rate": 3.930172233717595e-05, + "loss": 0.0005, + "step": 6300 + }, + { + "epoch": 4.903225806451613, + "grad_norm": 0.036025865353444486, + "learning_rate": 3.91361874914903e-05, + "loss": 0.0005, + "step": 6310 + }, + { + "epoch": 4.910998834045861, + "grad_norm": 0.03351661782015591, + "learning_rate": 3.8970777526986305e-05, + "loss": 0.0005, + "step": 6320 + }, + { + "epoch": 4.918771861640109, + "grad_norm": 0.03085402835322917, + "learning_rate": 3.880549434507671e-05, + "loss": 0.0005, + "step": 6330 + }, + { + "epoch": 4.926544889234357, + "grad_norm": 0.03839492426475462, + "learning_rate": 3.8640339845716926e-05, + "loss": 0.0005, + "step": 6340 + }, + { + "epoch": 4.934317916828605, + "grad_norm": 0.03253878806087454, + "learning_rate": 3.847531592738309e-05, + "loss": 0.0005, + "step": 6350 + }, + { + "epoch": 4.942090944422853, + "grad_norm": 0.031363091899245576, + "learning_rate": 3.8310424487050305e-05, + "loss": 0.0005, + "step": 6360 + }, + { + "epoch": 4.9498639720171, + "grad_norm": 0.03125931224362856, + "learning_rate": 3.814566742017084e-05, + "loss": 0.0005, + "step": 6370 + }, + { + "epoch": 4.957636999611348, + "grad_norm": 0.031779154731528925, + "learning_rate": 3.798104662065233e-05, + "loss": 0.0005, + "step": 6380 + }, + { + "epoch": 4.965410027205596, + "grad_norm": 0.040037883580701344, + "learning_rate": 3.7816563980835915e-05, + "loss": 0.0006, + "step": 6390 + }, + { + "epoch": 4.973183054799844, + "grad_norm": 0.03485580192900446, + "learning_rate": 3.765222139147465e-05, + "loss": 0.0005, + "step": 6400 + }, + { + "epoch": 4.980956082394092, + "grad_norm": 0.02605254313423768, + "learning_rate": 3.7488020741711684e-05, + "loss": 0.0005, + "step": 6410 + }, + { + "epoch": 4.98872910998834, + "grad_norm": 0.03922318617471436, + "learning_rate": 3.73239639190585e-05, + "loss": 0.0005, + "step": 6420 + }, + { + "epoch": 4.996502137582588, + "grad_norm": 0.042195200425152776, + "learning_rate": 3.7160052809373326e-05, + "loss": 0.0005, + "step": 6430 + }, + { + "epoch": 5.003886513797124, + "grad_norm": 0.0435221672114546, + "learning_rate": 3.699628929683933e-05, + "loss": 0.0004, + "step": 6440 + }, + { + "epoch": 5.011659541391372, + "grad_norm": 0.01657527742325064, + "learning_rate": 3.683267526394309e-05, + "loss": 0.0003, + "step": 6450 + }, + { + "epoch": 5.01943256898562, + "grad_norm": 0.025699647370980343, + "learning_rate": 3.666921259145286e-05, + "loss": 0.0003, + "step": 6460 + }, + { + "epoch": 5.027205596579868, + "grad_norm": 0.023869538526672097, + "learning_rate": 3.6505903158396984e-05, + "loss": 0.0003, + "step": 6470 + }, + { + "epoch": 5.034978624174116, + "grad_norm": 0.021696416506413144, + "learning_rate": 3.6342748842042315e-05, + "loss": 0.0003, + "step": 6480 + }, + { + "epoch": 5.042751651768364, + "grad_norm": 0.02138839902695352, + "learning_rate": 3.6179751517872584e-05, + "loss": 0.0002, + "step": 6490 + }, + { + "epoch": 5.050524679362612, + "grad_norm": 0.017711646478733176, + "learning_rate": 3.6016913059566934e-05, + "loss": 0.0002, + "step": 6500 + }, + { + "epoch": 5.05829770695686, + "grad_norm": 0.018527570632037076, + "learning_rate": 3.5854235338978224e-05, + "loss": 0.0002, + "step": 6510 + }, + { + "epoch": 5.066070734551108, + "grad_norm": 0.018221510040150053, + "learning_rate": 3.569172022611169e-05, + "loss": 0.0002, + "step": 6520 + }, + { + "epoch": 5.073843762145356, + "grad_norm": 0.016333026851073535, + "learning_rate": 3.5529369589103325e-05, + "loss": 0.0002, + "step": 6530 + }, + { + "epoch": 5.081616789739604, + "grad_norm": 0.020490618812553214, + "learning_rate": 3.536718529419847e-05, + "loss": 0.0002, + "step": 6540 + }, + { + "epoch": 5.089389817333852, + "grad_norm": 0.023527533859118526, + "learning_rate": 3.520516920573034e-05, + "loss": 0.0002, + "step": 6550 + }, + { + "epoch": 5.0971628449281, + "grad_norm": 0.018702447223960132, + "learning_rate": 3.5043323186098566e-05, + "loss": 0.0002, + "step": 6560 + }, + { + "epoch": 5.104935872522347, + "grad_norm": 0.014705563163092392, + "learning_rate": 3.4881649095747834e-05, + "loss": 0.0002, + "step": 6570 + }, + { + "epoch": 5.112708900116595, + "grad_norm": 0.024095689249138356, + "learning_rate": 3.472014879314647e-05, + "loss": 0.0002, + "step": 6580 + }, + { + "epoch": 5.120481927710843, + "grad_norm": 0.01933876437653428, + "learning_rate": 3.455882413476509e-05, + "loss": 0.0002, + "step": 6590 + }, + { + "epoch": 5.128254955305091, + "grad_norm": 0.02632230897239421, + "learning_rate": 3.439767697505523e-05, + "loss": 0.0002, + "step": 6600 + }, + { + "epoch": 5.136027982899339, + "grad_norm": 0.0202543121018914, + "learning_rate": 3.4236709166428084e-05, + "loss": 0.0002, + "step": 6610 + }, + { + "epoch": 5.143801010493587, + "grad_norm": 0.026753419387336896, + "learning_rate": 3.407592255923315e-05, + "loss": 0.0002, + "step": 6620 + }, + { + "epoch": 5.151574038087835, + "grad_norm": 0.02781203015847914, + "learning_rate": 3.3915319001737e-05, + "loss": 0.0002, + "step": 6630 + }, + { + "epoch": 5.159347065682083, + "grad_norm": 0.030530224790509916, + "learning_rate": 3.375490034010202e-05, + "loss": 0.0002, + "step": 6640 + }, + { + "epoch": 5.167120093276331, + "grad_norm": 0.02288450371118925, + "learning_rate": 3.3594668418365197e-05, + "loss": 0.0002, + "step": 6650 + }, + { + "epoch": 5.174893120870579, + "grad_norm": 0.021517896010865727, + "learning_rate": 3.3434625078416916e-05, + "loss": 0.0002, + "step": 6660 + }, + { + "epoch": 5.182666148464827, + "grad_norm": 0.023523502439129602, + "learning_rate": 3.3274772159979755e-05, + "loss": 0.0002, + "step": 6670 + }, + { + "epoch": 5.190439176059075, + "grad_norm": 0.02688107764784857, + "learning_rate": 3.311511150058742e-05, + "loss": 0.0002, + "step": 6680 + }, + { + "epoch": 5.198212203653323, + "grad_norm": 0.02203793061037175, + "learning_rate": 3.295564493556352e-05, + "loss": 0.0002, + "step": 6690 + }, + { + "epoch": 5.2059852312475705, + "grad_norm": 0.02352224439669748, + "learning_rate": 3.279637429800054e-05, + "loss": 0.0002, + "step": 6700 + }, + { + "epoch": 5.2137582588418185, + "grad_norm": 0.026805358592703707, + "learning_rate": 3.263730141873876e-05, + "loss": 0.0002, + "step": 6710 + }, + { + "epoch": 5.221531286436067, + "grad_norm": 0.01249193172360089, + "learning_rate": 3.2478428126345204e-05, + "loss": 0.0002, + "step": 6720 + }, + { + "epoch": 5.229304314030315, + "grad_norm": 0.02200380263558912, + "learning_rate": 3.231975624709255e-05, + "loss": 0.0002, + "step": 6730 + }, + { + "epoch": 5.237077341624563, + "grad_norm": 0.012099660245927285, + "learning_rate": 3.2161287604938284e-05, + "loss": 0.0002, + "step": 6740 + }, + { + "epoch": 5.244850369218811, + "grad_norm": 0.02228157538893601, + "learning_rate": 3.200302402150361e-05, + "loss": 0.0002, + "step": 6750 + }, + { + "epoch": 5.252623396813059, + "grad_norm": 0.017294136648550864, + "learning_rate": 3.184496731605255e-05, + "loss": 0.0002, + "step": 6760 + }, + { + "epoch": 5.260396424407307, + "grad_norm": 0.017701806669633422, + "learning_rate": 3.1687119305471044e-05, + "loss": 0.0002, + "step": 6770 + }, + { + "epoch": 5.268169452001555, + "grad_norm": 0.01607060888847898, + "learning_rate": 3.152948180424606e-05, + "loss": 0.0002, + "step": 6780 + }, + { + "epoch": 5.275942479595803, + "grad_norm": 0.026074325285235036, + "learning_rate": 3.137205662444469e-05, + "loss": 0.0002, + "step": 6790 + }, + { + "epoch": 5.283715507190051, + "grad_norm": 0.030305490939110877, + "learning_rate": 3.12148455756934e-05, + "loss": 0.0002, + "step": 6800 + }, + { + "epoch": 5.291488534784299, + "grad_norm": 0.021364468559777604, + "learning_rate": 3.1057850465157165e-05, + "loss": 0.0002, + "step": 6810 + }, + { + "epoch": 5.299261562378547, + "grad_norm": 0.03043435601752709, + "learning_rate": 3.090107309751874e-05, + "loss": 0.0002, + "step": 6820 + }, + { + "epoch": 5.307034589972794, + "grad_norm": 0.019796218385760327, + "learning_rate": 3.074451527495785e-05, + "loss": 0.0002, + "step": 6830 + }, + { + "epoch": 5.314807617567042, + "grad_norm": 0.01811760620856345, + "learning_rate": 3.05881787971306e-05, + "loss": 0.0002, + "step": 6840 + }, + { + "epoch": 5.32258064516129, + "grad_norm": 0.017876293682531665, + "learning_rate": 3.0432065461148562e-05, + "loss": 0.0002, + "step": 6850 + }, + { + "epoch": 5.330353672755538, + "grad_norm": 0.020700840254488838, + "learning_rate": 3.0276177061558398e-05, + "loss": 0.0002, + "step": 6860 + }, + { + "epoch": 5.338126700349786, + "grad_norm": 0.008647403099733837, + "learning_rate": 3.0120515390321024e-05, + "loss": 0.0002, + "step": 6870 + }, + { + "epoch": 5.345899727944034, + "grad_norm": 0.02535643487487269, + "learning_rate": 2.9965082236791075e-05, + "loss": 0.0002, + "step": 6880 + }, + { + "epoch": 5.353672755538282, + "grad_norm": 0.019226261794019324, + "learning_rate": 2.9809879387696382e-05, + "loss": 0.0002, + "step": 6890 + }, + { + "epoch": 5.36144578313253, + "grad_norm": 0.025829891731141336, + "learning_rate": 2.9654908627117344e-05, + "loss": 0.0002, + "step": 6900 + }, + { + "epoch": 5.369218810726778, + "grad_norm": 0.015384295860231387, + "learning_rate": 2.9500171736466497e-05, + "loss": 0.0002, + "step": 6910 + }, + { + "epoch": 5.376991838321026, + "grad_norm": 0.024431366522012523, + "learning_rate": 2.934567049446801e-05, + "loss": 0.0002, + "step": 6920 + }, + { + "epoch": 5.384764865915274, + "grad_norm": 0.01554894939276322, + "learning_rate": 2.91914066771372e-05, + "loss": 0.0002, + "step": 6930 + }, + { + "epoch": 5.392537893509522, + "grad_norm": 0.02388782341896548, + "learning_rate": 2.9037382057760208e-05, + "loss": 0.0002, + "step": 6940 + }, + { + "epoch": 5.40031092110377, + "grad_norm": 0.012463665580678317, + "learning_rate": 2.8883598406873496e-05, + "loss": 0.0002, + "step": 6950 + }, + { + "epoch": 5.4080839486980175, + "grad_norm": 0.02408095869990002, + "learning_rate": 2.8730057492243596e-05, + "loss": 0.0002, + "step": 6960 + }, + { + "epoch": 5.4158569762922655, + "grad_norm": 0.01920432511210979, + "learning_rate": 2.8576761078846713e-05, + "loss": 0.0002, + "step": 6970 + }, + { + "epoch": 5.4236300038865135, + "grad_norm": 0.01830892007095771, + "learning_rate": 2.8423710928848535e-05, + "loss": 0.0002, + "step": 6980 + }, + { + "epoch": 5.4314030314807615, + "grad_norm": 0.017686611612559185, + "learning_rate": 2.8270908801583845e-05, + "loss": 0.0002, + "step": 6990 + }, + { + "epoch": 5.43917605907501, + "grad_norm": 0.0210658153885968, + "learning_rate": 2.8118356453536444e-05, + "loss": 0.0002, + "step": 7000 + }, + { + "epoch": 5.446949086669258, + "grad_norm": 0.021931753692395774, + "learning_rate": 2.79660556383188e-05, + "loss": 0.0002, + "step": 7010 + }, + { + "epoch": 5.454722114263506, + "grad_norm": 0.021499018501008473, + "learning_rate": 2.7814008106652012e-05, + "loss": 0.0002, + "step": 7020 + }, + { + "epoch": 5.462495141857754, + "grad_norm": 0.0168747362936273, + "learning_rate": 2.7662215606345678e-05, + "loss": 0.0002, + "step": 7030 + }, + { + "epoch": 5.470268169452002, + "grad_norm": 0.009359646842040159, + "learning_rate": 2.75106798822777e-05, + "loss": 0.0002, + "step": 7040 + }, + { + "epoch": 5.47804119704625, + "grad_norm": 0.03309650897710097, + "learning_rate": 2.735940267637437e-05, + "loss": 0.0002, + "step": 7050 + }, + { + "epoch": 5.485814224640498, + "grad_norm": 0.01563621784010453, + "learning_rate": 2.720838572759023e-05, + "loss": 0.0002, + "step": 7060 + }, + { + "epoch": 5.493587252234746, + "grad_norm": 0.017774938937897788, + "learning_rate": 2.705763077188813e-05, + "loss": 0.0001, + "step": 7070 + }, + { + "epoch": 5.501360279828994, + "grad_norm": 0.020360336887821972, + "learning_rate": 2.6907139542219273e-05, + "loss": 0.0002, + "step": 7080 + }, + { + "epoch": 5.509133307423241, + "grad_norm": 0.011898631264119943, + "learning_rate": 2.6756913768503323e-05, + "loss": 0.0002, + "step": 7090 + }, + { + "epoch": 5.516906335017489, + "grad_norm": 0.02364217964429555, + "learning_rate": 2.6606955177608438e-05, + "loss": 0.0002, + "step": 7100 + }, + { + "epoch": 5.524679362611737, + "grad_norm": 0.018077323668190225, + "learning_rate": 2.645726549333148e-05, + "loss": 0.0002, + "step": 7110 + }, + { + "epoch": 5.532452390205985, + "grad_norm": 0.017724857691957925, + "learning_rate": 2.630784643637823e-05, + "loss": 0.0002, + "step": 7120 + }, + { + "epoch": 5.540225417800233, + "grad_norm": 0.016568436588534154, + "learning_rate": 2.6158699724343506e-05, + "loss": 0.0002, + "step": 7130 + }, + { + "epoch": 5.547998445394481, + "grad_norm": 0.01826213795206956, + "learning_rate": 2.600982707169154e-05, + "loss": 0.0002, + "step": 7140 + }, + { + "epoch": 5.555771472988729, + "grad_norm": 0.01687117093788665, + "learning_rate": 2.586123018973614e-05, + "loss": 0.0001, + "step": 7150 + }, + { + "epoch": 5.563544500582977, + "grad_norm": 0.022543857479375335, + "learning_rate": 2.5712910786621175e-05, + "loss": 0.0002, + "step": 7160 + }, + { + "epoch": 5.571317528177225, + "grad_norm": 0.013807162813923518, + "learning_rate": 2.556487056730078e-05, + "loss": 0.0002, + "step": 7170 + }, + { + "epoch": 5.579090555771473, + "grad_norm": 0.02180872837058625, + "learning_rate": 2.5417111233519846e-05, + "loss": 0.0001, + "step": 7180 + }, + { + "epoch": 5.586863583365721, + "grad_norm": 0.01819012057425971, + "learning_rate": 2.5269634483794458e-05, + "loss": 0.0002, + "step": 7190 + }, + { + "epoch": 5.594636610959969, + "grad_norm": 0.009381877368019908, + "learning_rate": 2.5122442013392333e-05, + "loss": 0.0001, + "step": 7200 + }, + { + "epoch": 5.602409638554217, + "grad_norm": 0.016509397900761707, + "learning_rate": 2.4975535514313392e-05, + "loss": 0.0001, + "step": 7210 + }, + { + "epoch": 5.610182666148464, + "grad_norm": 0.026997335391609513, + "learning_rate": 2.482891667527021e-05, + "loss": 0.0001, + "step": 7220 + }, + { + "epoch": 5.617955693742712, + "grad_norm": 0.02283003245119994, + "learning_rate": 2.4682587181668748e-05, + "loss": 0.0002, + "step": 7230 + }, + { + "epoch": 5.6257287213369604, + "grad_norm": 0.022705954725808653, + "learning_rate": 2.4536548715588815e-05, + "loss": 0.0002, + "step": 7240 + }, + { + "epoch": 5.6335017489312085, + "grad_norm": 0.010299474257551027, + "learning_rate": 2.439080295576488e-05, + "loss": 0.0002, + "step": 7250 + }, + { + "epoch": 5.6412747765254565, + "grad_norm": 0.03036140069772998, + "learning_rate": 2.424535157756667e-05, + "loss": 0.0002, + "step": 7260 + }, + { + "epoch": 5.6490478041197045, + "grad_norm": 0.01954423321301803, + "learning_rate": 2.4100196252979938e-05, + "loss": 0.0002, + "step": 7270 + }, + { + "epoch": 5.656820831713953, + "grad_norm": 0.016784558780200815, + "learning_rate": 2.3955338650587313e-05, + "loss": 0.0002, + "step": 7280 + }, + { + "epoch": 5.664593859308201, + "grad_norm": 0.015535557635310981, + "learning_rate": 2.381078043554901e-05, + "loss": 0.0001, + "step": 7290 + }, + { + "epoch": 5.672366886902449, + "grad_norm": 0.026046312820072404, + "learning_rate": 2.3666523269583764e-05, + "loss": 0.0002, + "step": 7300 + }, + { + "epoch": 5.680139914496697, + "grad_norm": 0.026831352918801052, + "learning_rate": 2.352256881094967e-05, + "loss": 0.0002, + "step": 7310 + }, + { + "epoch": 5.687912942090945, + "grad_norm": 0.025880861688391255, + "learning_rate": 2.3378918714425223e-05, + "loss": 0.0002, + "step": 7320 + }, + { + "epoch": 5.695685969685193, + "grad_norm": 0.019509071602191973, + "learning_rate": 2.323557463129016e-05, + "loss": 0.0001, + "step": 7330 + }, + { + "epoch": 5.703458997279441, + "grad_norm": 0.015762480666792787, + "learning_rate": 2.3092538209306612e-05, + "loss": 0.0002, + "step": 7340 + }, + { + "epoch": 5.711232024873688, + "grad_norm": 0.024058697175532318, + "learning_rate": 2.2949811092700047e-05, + "loss": 0.0002, + "step": 7350 + }, + { + "epoch": 5.719005052467936, + "grad_norm": 0.02233649819608418, + "learning_rate": 2.2807394922140417e-05, + "loss": 0.0001, + "step": 7360 + }, + { + "epoch": 5.726778080062184, + "grad_norm": 0.01727815623468289, + "learning_rate": 2.2665291334723358e-05, + "loss": 0.0002, + "step": 7370 + }, + { + "epoch": 5.734551107656432, + "grad_norm": 0.024803814652401755, + "learning_rate": 2.2523501963951254e-05, + "loss": 0.0002, + "step": 7380 + }, + { + "epoch": 5.74232413525068, + "grad_norm": 0.02353209152685875, + "learning_rate": 2.238202843971457e-05, + "loss": 0.0002, + "step": 7390 + }, + { + "epoch": 5.750097162844928, + "grad_norm": 0.024137451721606546, + "learning_rate": 2.224087238827303e-05, + "loss": 0.0002, + "step": 7400 + }, + { + "epoch": 5.757870190439176, + "grad_norm": 0.016644195488546468, + "learning_rate": 2.210003543223698e-05, + "loss": 0.0002, + "step": 7410 + }, + { + "epoch": 5.765643218033424, + "grad_norm": 0.02050293736587614, + "learning_rate": 2.1959519190548678e-05, + "loss": 0.0002, + "step": 7420 + }, + { + "epoch": 5.773416245627672, + "grad_norm": 0.025110815895328563, + "learning_rate": 2.1819325278463797e-05, + "loss": 0.0002, + "step": 7430 + }, + { + "epoch": 5.78118927322192, + "grad_norm": 0.03305569052965538, + "learning_rate": 2.167945530753272e-05, + "loss": 0.0002, + "step": 7440 + }, + { + "epoch": 5.788962300816168, + "grad_norm": 0.02203403588654069, + "learning_rate": 2.1539910885582075e-05, + "loss": 0.0002, + "step": 7450 + }, + { + "epoch": 5.796735328410416, + "grad_norm": 0.015049480072185014, + "learning_rate": 2.1400693616696304e-05, + "loss": 0.0002, + "step": 7460 + }, + { + "epoch": 5.804508356004664, + "grad_norm": 0.00954747311981441, + "learning_rate": 2.1261805101199123e-05, + "loss": 0.0002, + "step": 7470 + }, + { + "epoch": 5.812281383598911, + "grad_norm": 0.03030842086619983, + "learning_rate": 2.112324693563522e-05, + "loss": 0.0002, + "step": 7480 + }, + { + "epoch": 5.820054411193159, + "grad_norm": 0.020855433610673657, + "learning_rate": 2.098502071275182e-05, + "loss": 0.0002, + "step": 7490 + }, + { + "epoch": 5.827827438787407, + "grad_norm": 0.012578647489582854, + "learning_rate": 2.0847128021480456e-05, + "loss": 0.0001, + "step": 7500 + }, + { + "epoch": 5.835600466381655, + "grad_norm": 0.01734378952115989, + "learning_rate": 2.0709570446918636e-05, + "loss": 0.0001, + "step": 7510 + }, + { + "epoch": 5.843373493975903, + "grad_norm": 0.025733611769194024, + "learning_rate": 2.0572349570311654e-05, + "loss": 0.0002, + "step": 7520 + }, + { + "epoch": 5.8511465215701515, + "grad_norm": 0.013574963870773879, + "learning_rate": 2.043546696903442e-05, + "loss": 0.0001, + "step": 7530 + }, + { + "epoch": 5.8589195491643995, + "grad_norm": 0.014466066517960154, + "learning_rate": 2.0298924216573296e-05, + "loss": 0.0002, + "step": 7540 + }, + { + "epoch": 5.8666925767586475, + "grad_norm": 0.02690419563527895, + "learning_rate": 2.0162722882508072e-05, + "loss": 0.0002, + "step": 7550 + }, + { + "epoch": 5.8744656043528956, + "grad_norm": 0.012569768694763188, + "learning_rate": 2.0026864532493826e-05, + "loss": 0.0002, + "step": 7560 + }, + { + "epoch": 5.882238631947144, + "grad_norm": 0.01117625827468703, + "learning_rate": 1.989135072824304e-05, + "loss": 0.0002, + "step": 7570 + }, + { + "epoch": 5.890011659541392, + "grad_norm": 0.01420653454750281, + "learning_rate": 1.975618302750754e-05, + "loss": 0.0002, + "step": 7580 + }, + { + "epoch": 5.89778468713564, + "grad_norm": 0.01664030249310254, + "learning_rate": 1.962136298406068e-05, + "loss": 0.0001, + "step": 7590 + }, + { + "epoch": 5.905557714729888, + "grad_norm": 0.010416056552019848, + "learning_rate": 1.9486892147679415e-05, + "loss": 0.0001, + "step": 7600 + }, + { + "epoch": 5.913330742324135, + "grad_norm": 0.010236252185840958, + "learning_rate": 1.9352772064126495e-05, + "loss": 0.0001, + "step": 7610 + }, + { + "epoch": 5.921103769918383, + "grad_norm": 0.022891362985504354, + "learning_rate": 1.921900427513277e-05, + "loss": 0.0001, + "step": 7620 + }, + { + "epoch": 5.928876797512631, + "grad_norm": 0.018247148981555494, + "learning_rate": 1.9085590318379358e-05, + "loss": 0.0001, + "step": 7630 + }, + { + "epoch": 5.936649825106879, + "grad_norm": 0.012618202734315895, + "learning_rate": 1.8952531727480037e-05, + "loss": 0.0001, + "step": 7640 + }, + { + "epoch": 5.944422852701127, + "grad_norm": 0.008332374313899176, + "learning_rate": 1.88198300319636e-05, + "loss": 0.0001, + "step": 7650 + }, + { + "epoch": 5.952195880295375, + "grad_norm": 0.016742534880818557, + "learning_rate": 1.8687486757256283e-05, + "loss": 0.0001, + "step": 7660 + }, + { + "epoch": 5.959968907889623, + "grad_norm": 0.012035482209576525, + "learning_rate": 1.8555503424664207e-05, + "loss": 0.0001, + "step": 7670 + }, + { + "epoch": 5.967741935483871, + "grad_norm": 0.018437890242042766, + "learning_rate": 1.842388155135592e-05, + "loss": 0.0001, + "step": 7680 + }, + { + "epoch": 5.975514963078119, + "grad_norm": 0.01798374959258155, + "learning_rate": 1.8292622650344926e-05, + "loss": 0.0001, + "step": 7690 + }, + { + "epoch": 5.983287990672367, + "grad_norm": 0.01256498438647202, + "learning_rate": 1.816172823047229e-05, + "loss": 0.0001, + "step": 7700 + }, + { + "epoch": 5.991061018266615, + "grad_norm": 0.01465340353044906, + "learning_rate": 1.8031199796389364e-05, + "loss": 0.0001, + "step": 7710 + }, + { + "epoch": 5.998834045860863, + "grad_norm": 0.018440141413721543, + "learning_rate": 1.7901038848540375e-05, + "loss": 0.0002, + "step": 7720 + }, + { + "epoch": 6.006218422075398, + "grad_norm": 0.014154448665573296, + "learning_rate": 1.777124688314529e-05, + "loss": 0.0001, + "step": 7730 + }, + { + "epoch": 6.013991449669646, + "grad_norm": 0.01630517136248746, + "learning_rate": 1.7641825392182553e-05, + "loss": 0.0001, + "step": 7740 + }, + { + "epoch": 6.021764477263894, + "grad_norm": 0.008238287161327415, + "learning_rate": 1.7512775863371922e-05, + "loss": 0.0001, + "step": 7750 + }, + { + "epoch": 6.029537504858142, + "grad_norm": 0.010737285243644595, + "learning_rate": 1.7384099780157405e-05, + "loss": 0.0001, + "step": 7760 + }, + { + "epoch": 6.03731053245239, + "grad_norm": 0.006110968090325836, + "learning_rate": 1.7255798621690223e-05, + "loss": 0.0001, + "step": 7770 + }, + { + "epoch": 6.045083560046638, + "grad_norm": 0.008068188996489705, + "learning_rate": 1.712787386281176e-05, + "loss": 0.0001, + "step": 7780 + }, + { + "epoch": 6.052856587640886, + "grad_norm": 0.011762484459678948, + "learning_rate": 1.7000326974036608e-05, + "loss": 0.0001, + "step": 7790 + }, + { + "epoch": 6.060629615235134, + "grad_norm": 0.0038725686943943904, + "learning_rate": 1.687315942153573e-05, + "loss": 0.0001, + "step": 7800 + }, + { + "epoch": 6.0684026428293825, + "grad_norm": 0.003752871493291431, + "learning_rate": 1.6746372667119513e-05, + "loss": 0.0001, + "step": 7810 + }, + { + "epoch": 6.07617567042363, + "grad_norm": 0.012152254910518275, + "learning_rate": 1.661996816822106e-05, + "loss": 0.0001, + "step": 7820 + }, + { + "epoch": 6.083948698017878, + "grad_norm": 0.007396604209044004, + "learning_rate": 1.649394737787934e-05, + "loss": 0.0001, + "step": 7830 + }, + { + "epoch": 6.091721725612126, + "grad_norm": 0.003773688560183537, + "learning_rate": 1.6368311744722593e-05, + "loss": 0.0001, + "step": 7840 + }, + { + "epoch": 6.099494753206374, + "grad_norm": 0.00760880877332909, + "learning_rate": 1.624306271295156e-05, + "loss": 0.0001, + "step": 7850 + }, + { + "epoch": 6.107267780800622, + "grad_norm": 0.007019583706987574, + "learning_rate": 1.6118201722322955e-05, + "loss": 0.0001, + "step": 7860 + }, + { + "epoch": 6.11504080839487, + "grad_norm": 0.017182162490011563, + "learning_rate": 1.5993730208132906e-05, + "loss": 0.0001, + "step": 7870 + }, + { + "epoch": 6.122813835989118, + "grad_norm": 0.009023438251598844, + "learning_rate": 1.5869649601200474e-05, + "loss": 0.0001, + "step": 7880 + }, + { + "epoch": 6.130586863583366, + "grad_norm": 0.005789434823568986, + "learning_rate": 1.5745961327851154e-05, + "loss": 0.0001, + "step": 7890 + }, + { + "epoch": 6.138359891177614, + "grad_norm": 0.0035168838088950553, + "learning_rate": 1.562266680990049e-05, + "loss": 0.0001, + "step": 7900 + }, + { + "epoch": 6.146132918771862, + "grad_norm": 0.005285038482418299, + "learning_rate": 1.54997674646378e-05, + "loss": 0.0001, + "step": 7910 + }, + { + "epoch": 6.15390594636611, + "grad_norm": 0.00936827904054838, + "learning_rate": 1.5377264704809767e-05, + "loss": 0.0001, + "step": 7920 + }, + { + "epoch": 6.161678973960358, + "grad_norm": 0.010636173324013657, + "learning_rate": 1.5255159938604341e-05, + "loss": 0.0001, + "step": 7930 + }, + { + "epoch": 6.169452001554606, + "grad_norm": 0.004301365056986207, + "learning_rate": 1.5133454569634408e-05, + "loss": 0.0001, + "step": 7940 + }, + { + "epoch": 6.177225029148853, + "grad_norm": 0.0016892402926352035, + "learning_rate": 1.5012149996921731e-05, + "loss": 0.0001, + "step": 7950 + }, + { + "epoch": 6.184998056743101, + "grad_norm": 0.007700944733481, + "learning_rate": 1.4891247614880904e-05, + "loss": 0.0001, + "step": 7960 + }, + { + "epoch": 6.192771084337349, + "grad_norm": 0.009622948232765017, + "learning_rate": 1.4770748813303232e-05, + "loss": 0.0001, + "step": 7970 + }, + { + "epoch": 6.200544111931597, + "grad_norm": 0.009225724210367993, + "learning_rate": 1.4650654977340822e-05, + "loss": 0.0001, + "step": 7980 + }, + { + "epoch": 6.208317139525845, + "grad_norm": 0.003251969174291781, + "learning_rate": 1.453096748749061e-05, + "loss": 0.0001, + "step": 7990 + }, + { + "epoch": 6.216090167120093, + "grad_norm": 0.011867588892390629, + "learning_rate": 1.4411687719578587e-05, + "loss": 0.0001, + "step": 8000 + }, + { + "epoch": 6.223863194714341, + "grad_norm": 0.006979155829618675, + "learning_rate": 1.4292817044743834e-05, + "loss": 0.0001, + "step": 8010 + }, + { + "epoch": 6.231636222308589, + "grad_norm": 0.006004329053956222, + "learning_rate": 1.417435682942293e-05, + "loss": 0.0001, + "step": 8020 + }, + { + "epoch": 6.239409249902837, + "grad_norm": 0.002612520030831492, + "learning_rate": 1.4056308435334076e-05, + "loss": 0.0001, + "step": 8030 + }, + { + "epoch": 6.247182277497085, + "grad_norm": 0.004605154518579334, + "learning_rate": 1.39386732194616e-05, + "loss": 0.0001, + "step": 8040 + }, + { + "epoch": 6.254955305091333, + "grad_norm": 0.008603917840699209, + "learning_rate": 1.3821452534040236e-05, + "loss": 0.0001, + "step": 8050 + }, + { + "epoch": 6.262728332685581, + "grad_norm": 0.01092543969237321, + "learning_rate": 1.3704647726539622e-05, + "loss": 0.0001, + "step": 8060 + }, + { + "epoch": 6.270501360279829, + "grad_norm": 0.015978506993862916, + "learning_rate": 1.3588260139648867e-05, + "loss": 0.0001, + "step": 8070 + }, + { + "epoch": 6.2782743878740765, + "grad_norm": 0.003933668237172168, + "learning_rate": 1.3472291111261015e-05, + "loss": 0.0001, + "step": 8080 + }, + { + "epoch": 6.286047415468325, + "grad_norm": 0.002766043387407925, + "learning_rate": 1.3356741974457737e-05, + "loss": 0.0001, + "step": 8090 + }, + { + "epoch": 6.293820443062573, + "grad_norm": 0.004084772968868483, + "learning_rate": 1.3241614057493968e-05, + "loss": 0.0001, + "step": 8100 + }, + { + "epoch": 6.301593470656821, + "grad_norm": 0.004067241395666171, + "learning_rate": 1.3126908683782702e-05, + "loss": 0.0, + "step": 8110 + }, + { + "epoch": 6.309366498251069, + "grad_norm": 0.0032836224715808754, + "learning_rate": 1.3012627171879672e-05, + "loss": 0.0001, + "step": 8120 + }, + { + "epoch": 6.317139525845317, + "grad_norm": 0.0021028582135935894, + "learning_rate": 1.289877083546831e-05, + "loss": 0.0, + "step": 8130 + }, + { + "epoch": 6.324912553439565, + "grad_norm": 0.008957490957287324, + "learning_rate": 1.2785340983344567e-05, + "loss": 0.0001, + "step": 8140 + }, + { + "epoch": 6.332685581033813, + "grad_norm": 0.004074819763986697, + "learning_rate": 1.2672338919401866e-05, + "loss": 0.0, + "step": 8150 + }, + { + "epoch": 6.340458608628061, + "grad_norm": 0.0035986009756733845, + "learning_rate": 1.2559765942616203e-05, + "loss": 0.0, + "step": 8160 + }, + { + "epoch": 6.348231636222309, + "grad_norm": 0.007318820173072485, + "learning_rate": 1.244762334703108e-05, + "loss": 0.0001, + "step": 8170 + }, + { + "epoch": 6.356004663816557, + "grad_norm": 0.0041003130870685455, + "learning_rate": 1.2335912421742767e-05, + "loss": 0.0001, + "step": 8180 + }, + { + "epoch": 6.363777691410805, + "grad_norm": 0.005660565441390202, + "learning_rate": 1.2224634450885365e-05, + "loss": 0.0001, + "step": 8190 + }, + { + "epoch": 6.371550719005053, + "grad_norm": 0.007133669800279721, + "learning_rate": 1.2113790713616153e-05, + "loss": 0.0001, + "step": 8200 + }, + { + "epoch": 6.3793237465993, + "grad_norm": 0.008070698121721053, + "learning_rate": 1.2003382484100739e-05, + "loss": 0.0001, + "step": 8210 + }, + { + "epoch": 6.387096774193548, + "grad_norm": 0.0018965359081475795, + "learning_rate": 1.1893411031498613e-05, + "loss": 0.0001, + "step": 8220 + }, + { + "epoch": 6.394869801787796, + "grad_norm": 0.009751754720241309, + "learning_rate": 1.1783877619948369e-05, + "loss": 0.0001, + "step": 8230 + }, + { + "epoch": 6.402642829382044, + "grad_norm": 0.002028173824220937, + "learning_rate": 1.1674783508553271e-05, + "loss": 0.0001, + "step": 8240 + }, + { + "epoch": 6.410415856976292, + "grad_norm": 0.006289133991651987, + "learning_rate": 1.15661299513668e-05, + "loss": 0.0001, + "step": 8250 + }, + { + "epoch": 6.41818888457054, + "grad_norm": 0.005308692313120731, + "learning_rate": 1.1457918197378126e-05, + "loss": 0.0001, + "step": 8260 + }, + { + "epoch": 6.425961912164788, + "grad_norm": 0.005611865313561971, + "learning_rate": 1.1350149490497897e-05, + "loss": 0.0001, + "step": 8270 + }, + { + "epoch": 6.433734939759036, + "grad_norm": 0.004039833269871884, + "learning_rate": 1.124282506954381e-05, + "loss": 0.0001, + "step": 8280 + }, + { + "epoch": 6.441507967353284, + "grad_norm": 0.007505209819239008, + "learning_rate": 1.113594616822648e-05, + "loss": 0.0, + "step": 8290 + }, + { + "epoch": 6.449280994947532, + "grad_norm": 0.001563481641230725, + "learning_rate": 1.1029514015135162e-05, + "loss": 0.0001, + "step": 8300 + }, + { + "epoch": 6.45705402254178, + "grad_norm": 0.002312874435433927, + "learning_rate": 1.0923529833723689e-05, + "loss": 0.0, + "step": 8310 + }, + { + "epoch": 6.464827050136028, + "grad_norm": 0.0034526991867424865, + "learning_rate": 1.0817994842296385e-05, + "loss": 0.0001, + "step": 8320 + }, + { + "epoch": 6.472600077730276, + "grad_norm": 0.0032560423082492475, + "learning_rate": 1.0712910253994069e-05, + "loss": 0.0, + "step": 8330 + }, + { + "epoch": 6.4803731053245235, + "grad_norm": 0.006355142914743098, + "learning_rate": 1.0608277276780127e-05, + "loss": 0.0, + "step": 8340 + }, + { + "epoch": 6.4881461329187715, + "grad_norm": 0.005307492445739638, + "learning_rate": 1.050409711342657e-05, + "loss": 0.0, + "step": 8350 + }, + { + "epoch": 6.4959191605130195, + "grad_norm": 0.0031667184323832497, + "learning_rate": 1.0400370961500283e-05, + "loss": 0.0, + "step": 8360 + }, + { + "epoch": 6.503692188107268, + "grad_norm": 0.0027970490655325245, + "learning_rate": 1.0297100013349182e-05, + "loss": 0.0, + "step": 8370 + }, + { + "epoch": 6.511465215701516, + "grad_norm": 0.005480572597677732, + "learning_rate": 1.0194285456088593e-05, + "loss": 0.0, + "step": 8380 + }, + { + "epoch": 6.519238243295764, + "grad_norm": 0.0063248411062732995, + "learning_rate": 1.0091928471587513e-05, + "loss": 0.0, + "step": 8390 + }, + { + "epoch": 6.527011270890012, + "grad_norm": 0.0040781433873937414, + "learning_rate": 9.990030236455083e-06, + "loss": 0.0, + "step": 8400 + }, + { + "epoch": 6.53478429848426, + "grad_norm": 0.003932912475110347, + "learning_rate": 9.88859192202708e-06, + "loss": 0.0, + "step": 8410 + }, + { + "epoch": 6.542557326078508, + "grad_norm": 0.001707451855920444, + "learning_rate": 9.787614694352388e-06, + "loss": 0.0001, + "step": 8420 + }, + { + "epoch": 6.550330353672756, + "grad_norm": 0.003157999222835672, + "learning_rate": 9.687099714179632e-06, + "loss": 0.0001, + "step": 8430 + }, + { + "epoch": 6.558103381267004, + "grad_norm": 0.016342779842721915, + "learning_rate": 9.587048136943828e-06, + "loss": 0.0, + "step": 8440 + }, + { + "epoch": 6.565876408861252, + "grad_norm": 0.0045906400045922615, + "learning_rate": 9.487461112753148e-06, + "loss": 0.0, + "step": 8450 + }, + { + "epoch": 6.573649436455499, + "grad_norm": 0.003893108928199538, + "learning_rate": 9.388339786375594e-06, + "loss": 0.0001, + "step": 8460 + }, + { + "epoch": 6.581422464049748, + "grad_norm": 0.004311636056043432, + "learning_rate": 9.289685297225952e-06, + "loss": 0.0001, + "step": 8470 + }, + { + "epoch": 6.589195491643995, + "grad_norm": 0.0032466402334312174, + "learning_rate": 9.191498779352609e-06, + "loss": 0.0, + "step": 8480 + }, + { + "epoch": 6.596968519238243, + "grad_norm": 0.0027841865450238526, + "learning_rate": 9.093781361424558e-06, + "loss": 0.0001, + "step": 8490 + }, + { + "epoch": 6.604741546832491, + "grad_norm": 0.0011684913430085695, + "learning_rate": 8.996534166718435e-06, + "loss": 0.0, + "step": 8500 + }, + { + "epoch": 6.612514574426739, + "grad_norm": 0.01975689513794622, + "learning_rate": 8.899758313105555e-06, + "loss": 0.0001, + "step": 8510 + }, + { + "epoch": 6.620287602020987, + "grad_norm": 0.013211843359117672, + "learning_rate": 8.803454913039139e-06, + "loss": 0.0, + "step": 8520 + }, + { + "epoch": 6.628060629615235, + "grad_norm": 0.007429743591031423, + "learning_rate": 8.707625073541448e-06, + "loss": 0.0, + "step": 8530 + }, + { + "epoch": 6.635833657209483, + "grad_norm": 0.04172674679723699, + "learning_rate": 8.612269896191095e-06, + "loss": 0.0, + "step": 8540 + }, + { + "epoch": 6.643606684803731, + "grad_norm": 0.003732737066491989, + "learning_rate": 8.517390477110381e-06, + "loss": 0.0, + "step": 8550 + }, + { + "epoch": 6.651379712397979, + "grad_norm": 0.014802518590614539, + "learning_rate": 8.422987906952724e-06, + "loss": 0.0001, + "step": 8560 + }, + { + "epoch": 6.659152739992227, + "grad_norm": 0.0014132023539125706, + "learning_rate": 8.329063270890047e-06, + "loss": 0.0001, + "step": 8570 + }, + { + "epoch": 6.666925767586475, + "grad_norm": 0.0013745783161368645, + "learning_rate": 8.235617648600358e-06, + "loss": 0.0001, + "step": 8580 + }, + { + "epoch": 6.674698795180722, + "grad_norm": 0.014731183812191016, + "learning_rate": 8.14265211425536e-06, + "loss": 0.0001, + "step": 8590 + }, + { + "epoch": 6.682471822774971, + "grad_norm": 0.0019968377299820154, + "learning_rate": 8.050167736508024e-06, + "loss": 0.0, + "step": 8600 + }, + { + "epoch": 6.6902448503692185, + "grad_norm": 0.008966863100114431, + "learning_rate": 7.958165578480403e-06, + "loss": 0.0, + "step": 8610 + }, + { + "epoch": 6.6980178779634665, + "grad_norm": 0.005031042039948286, + "learning_rate": 7.866646697751306e-06, + "loss": 0.0, + "step": 8620 + }, + { + "epoch": 6.7057909055577145, + "grad_norm": 0.009316279948875827, + "learning_rate": 7.775612146344257e-06, + "loss": 0.0, + "step": 8630 + }, + { + "epoch": 6.7135639331519625, + "grad_norm": 0.0065508539646422816, + "learning_rate": 7.68506297071529e-06, + "loss": 0.0001, + "step": 8640 + }, + { + "epoch": 6.721336960746211, + "grad_norm": 0.002793091462219872, + "learning_rate": 7.595000211740994e-06, + "loss": 0.0, + "step": 8650 + }, + { + "epoch": 6.729109988340459, + "grad_norm": 0.001690935684424875, + "learning_rate": 7.505424904706498e-06, + "loss": 0.0, + "step": 8660 + }, + { + "epoch": 6.736883015934707, + "grad_norm": 0.0026392129261972237, + "learning_rate": 7.41633807929365e-06, + "loss": 0.0, + "step": 8670 + }, + { + "epoch": 6.744656043528955, + "grad_norm": 0.0015107039584184377, + "learning_rate": 7.327740759569079e-06, + "loss": 0.0, + "step": 8680 + }, + { + "epoch": 6.752429071123203, + "grad_norm": 0.011490478426607262, + "learning_rate": 7.239633963972475e-06, + "loss": 0.0, + "step": 8690 + }, + { + "epoch": 6.760202098717451, + "grad_norm": 0.0026040733002839446, + "learning_rate": 7.152018705304919e-06, + "loss": 0.0, + "step": 8700 + }, + { + "epoch": 6.767975126311699, + "grad_norm": 0.003190850976401895, + "learning_rate": 7.06489599071714e-06, + "loss": 0.0, + "step": 8710 + }, + { + "epoch": 6.775748153905946, + "grad_norm": 0.0018648652816669246, + "learning_rate": 6.97826682169806e-06, + "loss": 0.0, + "step": 8720 + }, + { + "epoch": 6.783521181500195, + "grad_norm": 0.01585922533430392, + "learning_rate": 6.892132194063178e-06, + "loss": 0.0, + "step": 8730 + }, + { + "epoch": 6.791294209094442, + "grad_norm": 0.002126611266486979, + "learning_rate": 6.806493097943157e-06, + "loss": 0.0001, + "step": 8740 + }, + { + "epoch": 6.79906723668869, + "grad_norm": 0.005000504593456693, + "learning_rate": 6.7213505177724954e-06, + "loss": 0.0, + "step": 8750 + }, + { + "epoch": 6.806840264282938, + "grad_norm": 0.0012306312131158685, + "learning_rate": 6.636705432278123e-06, + "loss": 0.0, + "step": 8760 + }, + { + "epoch": 6.814613291877186, + "grad_norm": 0.00550232667293492, + "learning_rate": 6.552558814468207e-06, + "loss": 0.0, + "step": 8770 + }, + { + "epoch": 6.822386319471434, + "grad_norm": 0.0016053685161805658, + "learning_rate": 6.46891163162095e-06, + "loss": 0.0, + "step": 8780 + }, + { + "epoch": 6.830159347065682, + "grad_norm": 0.0034012751294817535, + "learning_rate": 6.385764845273484e-06, + "loss": 0.0, + "step": 8790 + }, + { + "epoch": 6.83793237465993, + "grad_norm": 0.0029206828232979736, + "learning_rate": 6.303119411210789e-06, + "loss": 0.0, + "step": 8800 + }, + { + "epoch": 6.845705402254178, + "grad_norm": 0.0020952973372429834, + "learning_rate": 6.2209762794547485e-06, + "loss": 0.0, + "step": 8810 + }, + { + "epoch": 6.853478429848426, + "grad_norm": 0.0008398113591594053, + "learning_rate": 6.139336394253176e-06, + "loss": 0.0, + "step": 8820 + }, + { + "epoch": 6.861251457442674, + "grad_norm": 0.0026409770453385242, + "learning_rate": 6.058200694069016e-06, + "loss": 0.0, + "step": 8830 + }, + { + "epoch": 6.869024485036922, + "grad_norm": 0.005735042522109382, + "learning_rate": 5.9775701115695024e-06, + "loss": 0.0, + "step": 8840 + }, + { + "epoch": 6.87679751263117, + "grad_norm": 0.0031061906194351035, + "learning_rate": 5.897445573615484e-06, + "loss": 0.0, + "step": 8850 + }, + { + "epoch": 6.884570540225418, + "grad_norm": 0.005254148047030939, + "learning_rate": 5.817828001250747e-06, + "loss": 0.0, + "step": 8860 + }, + { + "epoch": 6.892343567819665, + "grad_norm": 0.004662330435049924, + "learning_rate": 5.738718309691432e-06, + "loss": 0.0, + "step": 8870 + }, + { + "epoch": 6.900116595413913, + "grad_norm": 0.007246112307929083, + "learning_rate": 5.660117408315496e-06, + "loss": 0.0, + "step": 8880 + }, + { + "epoch": 6.9078896230081615, + "grad_norm": 0.003495408800656057, + "learning_rate": 5.58202620065229e-06, + "loss": 0.0, + "step": 8890 + }, + { + "epoch": 6.9156626506024095, + "grad_norm": 0.0015319741981169295, + "learning_rate": 5.50444558437217e-06, + "loss": 0.0, + "step": 8900 + }, + { + "epoch": 6.9234356781966575, + "grad_norm": 0.0026193862674153455, + "learning_rate": 5.427376451276134e-06, + "loss": 0.0, + "step": 8910 + }, + { + "epoch": 6.9312087057909055, + "grad_norm": 0.0052639172788985856, + "learning_rate": 5.350819687285635e-06, + "loss": 0.0, + "step": 8920 + }, + { + "epoch": 6.938981733385154, + "grad_norm": 0.007817778547725699, + "learning_rate": 5.27477617243235e-06, + "loss": 0.0, + "step": 8930 + }, + { + "epoch": 6.946754760979402, + "grad_norm": 0.005751662740577324, + "learning_rate": 5.19924678084806e-06, + "loss": 0.0001, + "step": 8940 + }, + { + "epoch": 6.95452778857365, + "grad_norm": 0.0039659853654034315, + "learning_rate": 5.1242323807546675e-06, + "loss": 0.0, + "step": 8950 + }, + { + "epoch": 6.962300816167898, + "grad_norm": 0.006129164151707489, + "learning_rate": 5.049733834454123e-06, + "loss": 0.0, + "step": 8960 + }, + { + "epoch": 6.970073843762146, + "grad_norm": 0.004187805464255788, + "learning_rate": 4.97575199831859e-06, + "loss": 0.0, + "step": 8970 + }, + { + "epoch": 6.977846871356394, + "grad_norm": 0.006948302150623346, + "learning_rate": 4.902287722780558e-06, + "loss": 0.0, + "step": 8980 + }, + { + "epoch": 6.985619898950642, + "grad_norm": 0.003535808730100431, + "learning_rate": 4.829341852323071e-06, + "loss": 0.0, + "step": 8990 + }, + { + "epoch": 6.993392926544889, + "grad_norm": 0.003982561271510016, + "learning_rate": 4.756915225470027e-06, + "loss": 0.0, + "step": 9000 + } + ], + "logging_steps": 10, + "max_steps": 10296, + "num_input_tokens_seen": 0, + "num_train_epochs": 8, + "save_steps": 1800, + "stateful_callbacks": { + "TrainerControl": { + "args": { + "should_epoch_stop": false, + "should_evaluate": false, + "should_log": false, + "should_save": true, + "should_training_stop": false + }, + "attributes": {} + } + }, + "total_flos": 663822063894528.0, + "train_batch_size": 128, + "trial_name": null, + "trial_params": null +}