diff --git "a/checkpoint-6000/trainer_state.json" "b/checkpoint-6000/trainer_state.json" new file mode 100644--- /dev/null +++ "b/checkpoint-6000/trainer_state.json" @@ -0,0 +1,4261 @@ +{ + "best_global_step": 6000, + "best_metric": 1.6195586580333698, + "best_model_checkpoint": "./SALAMA_NEW4/checkpoint-6000", + "epoch": 3.5949670461354106, + "eval_steps": 2000, + "global_step": 6000, + "is_hyper_param_search": false, + "is_local_process_zero": true, + "is_world_process_zero": true, + "log_history": [ + { + "epoch": 0.005991611743559017, + "grad_norm": 6.641392230987549, + "learning_rate": 1.8e-07, + "loss": 0.1132, + "step": 10 + }, + { + "epoch": 0.011983223487118035, + "grad_norm": 6.161131858825684, + "learning_rate": 3.8e-07, + "loss": 0.149, + "step": 20 + }, + { + "epoch": 0.017974835230677052, + "grad_norm": 5.680447578430176, + "learning_rate": 5.800000000000001e-07, + "loss": 0.0882, + "step": 30 + }, + { + "epoch": 0.02396644697423607, + "grad_norm": 3.6827754974365234, + "learning_rate": 7.8e-07, + "loss": 0.0995, + "step": 40 + }, + { + "epoch": 0.029958058717795086, + "grad_norm": 5.75164794921875, + "learning_rate": 9.800000000000001e-07, + "loss": 0.1368, + "step": 50 + }, + { + "epoch": 0.035949670461354104, + "grad_norm": 5.719022274017334, + "learning_rate": 1.1800000000000001e-06, + "loss": 0.0938, + "step": 60 + }, + { + "epoch": 0.041941282204913125, + "grad_norm": 4.832603931427002, + "learning_rate": 1.3800000000000001e-06, + "loss": 0.1163, + "step": 70 + }, + { + "epoch": 0.04793289394847214, + "grad_norm": 5.619574546813965, + "learning_rate": 1.5800000000000001e-06, + "loss": 0.1008, + "step": 80 + }, + { + "epoch": 0.05392450569203116, + "grad_norm": 4.749862194061279, + "learning_rate": 1.7800000000000001e-06, + "loss": 0.1126, + "step": 90 + }, + { + "epoch": 0.05991611743559017, + "grad_norm": 6.061086177825928, + "learning_rate": 1.98e-06, + "loss": 0.1134, + "step": 100 + }, + { + "epoch": 0.0659077291791492, + "grad_norm": 5.554771423339844, + "learning_rate": 2.1800000000000003e-06, + "loss": 0.1178, + "step": 110 + }, + { + "epoch": 0.07189934092270821, + "grad_norm": 4.674679756164551, + "learning_rate": 2.38e-06, + "loss": 0.0758, + "step": 120 + }, + { + "epoch": 0.07789095266626722, + "grad_norm": 4.852492332458496, + "learning_rate": 2.5800000000000003e-06, + "loss": 0.0836, + "step": 130 + }, + { + "epoch": 0.08388256440982625, + "grad_norm": 5.85217809677124, + "learning_rate": 2.7800000000000005e-06, + "loss": 0.1097, + "step": 140 + }, + { + "epoch": 0.08987417615338526, + "grad_norm": 6.0412421226501465, + "learning_rate": 2.9800000000000003e-06, + "loss": 0.0921, + "step": 150 + }, + { + "epoch": 0.09586578789694428, + "grad_norm": 5.854034423828125, + "learning_rate": 3.1800000000000005e-06, + "loss": 0.1144, + "step": 160 + }, + { + "epoch": 0.10185739964050329, + "grad_norm": 4.274904251098633, + "learning_rate": 3.3800000000000007e-06, + "loss": 0.1028, + "step": 170 + }, + { + "epoch": 0.10784901138406232, + "grad_norm": 4.002969741821289, + "learning_rate": 3.58e-06, + "loss": 0.0759, + "step": 180 + }, + { + "epoch": 0.11384062312762133, + "grad_norm": 4.920216083526611, + "learning_rate": 3.7800000000000002e-06, + "loss": 0.1074, + "step": 190 + }, + { + "epoch": 0.11983223487118035, + "grad_norm": 5.039630889892578, + "learning_rate": 3.980000000000001e-06, + "loss": 0.1081, + "step": 200 + }, + { + "epoch": 0.12582384661473936, + "grad_norm": 5.63913631439209, + "learning_rate": 4.18e-06, + "loss": 0.0974, + "step": 210 + }, + { + "epoch": 0.1318154583582984, + "grad_norm": 4.254915714263916, + "learning_rate": 4.38e-06, + "loss": 0.1017, + "step": 220 + }, + { + "epoch": 0.1378070701018574, + "grad_norm": 5.292032241821289, + "learning_rate": 4.58e-06, + "loss": 0.0982, + "step": 230 + }, + { + "epoch": 0.14379868184541642, + "grad_norm": 3.856678009033203, + "learning_rate": 4.78e-06, + "loss": 0.1015, + "step": 240 + }, + { + "epoch": 0.14979029358897544, + "grad_norm": 4.549379825592041, + "learning_rate": 4.980000000000001e-06, + "loss": 0.1245, + "step": 250 + }, + { + "epoch": 0.15578190533253444, + "grad_norm": 4.482922077178955, + "learning_rate": 5.18e-06, + "loss": 0.104, + "step": 260 + }, + { + "epoch": 0.16177351707609347, + "grad_norm": 3.305623769760132, + "learning_rate": 5.380000000000001e-06, + "loss": 0.0918, + "step": 270 + }, + { + "epoch": 0.1677651288196525, + "grad_norm": 3.838818073272705, + "learning_rate": 5.580000000000001e-06, + "loss": 0.085, + "step": 280 + }, + { + "epoch": 0.1737567405632115, + "grad_norm": 4.304590702056885, + "learning_rate": 5.78e-06, + "loss": 0.1025, + "step": 290 + }, + { + "epoch": 0.17974835230677053, + "grad_norm": 5.107855796813965, + "learning_rate": 5.98e-06, + "loss": 0.1035, + "step": 300 + }, + { + "epoch": 0.18573996405032953, + "grad_norm": 4.67608118057251, + "learning_rate": 6.18e-06, + "loss": 0.1292, + "step": 310 + }, + { + "epoch": 0.19173157579388855, + "grad_norm": 3.5006017684936523, + "learning_rate": 6.380000000000001e-06, + "loss": 0.1232, + "step": 320 + }, + { + "epoch": 0.19772318753744758, + "grad_norm": 4.693627834320068, + "learning_rate": 6.5800000000000005e-06, + "loss": 0.117, + "step": 330 + }, + { + "epoch": 0.20371479928100658, + "grad_norm": 3.6866164207458496, + "learning_rate": 6.780000000000001e-06, + "loss": 0.1016, + "step": 340 + }, + { + "epoch": 0.2097064110245656, + "grad_norm": 4.933455944061279, + "learning_rate": 6.98e-06, + "loss": 0.108, + "step": 350 + }, + { + "epoch": 0.21569802276812464, + "grad_norm": 2.64819073677063, + "learning_rate": 7.180000000000001e-06, + "loss": 0.1101, + "step": 360 + }, + { + "epoch": 0.22168963451168364, + "grad_norm": 5.819120407104492, + "learning_rate": 7.3800000000000005e-06, + "loss": 0.1305, + "step": 370 + }, + { + "epoch": 0.22768124625524266, + "grad_norm": 4.504668235778809, + "learning_rate": 7.58e-06, + "loss": 0.0993, + "step": 380 + }, + { + "epoch": 0.23367285799880166, + "grad_norm": 3.761913776397705, + "learning_rate": 7.78e-06, + "loss": 0.1033, + "step": 390 + }, + { + "epoch": 0.2396644697423607, + "grad_norm": 3.8250932693481445, + "learning_rate": 7.980000000000002e-06, + "loss": 0.0917, + "step": 400 + }, + { + "epoch": 0.24565608148591972, + "grad_norm": 4.284841537475586, + "learning_rate": 8.18e-06, + "loss": 0.1012, + "step": 410 + }, + { + "epoch": 0.2516476932294787, + "grad_norm": 4.682767391204834, + "learning_rate": 8.380000000000001e-06, + "loss": 0.0861, + "step": 420 + }, + { + "epoch": 0.2576393049730378, + "grad_norm": 3.7932474613189697, + "learning_rate": 8.580000000000001e-06, + "loss": 0.1151, + "step": 430 + }, + { + "epoch": 0.2636309167165968, + "grad_norm": 3.588685989379883, + "learning_rate": 8.78e-06, + "loss": 0.1062, + "step": 440 + }, + { + "epoch": 0.2696225284601558, + "grad_norm": 3.6409924030303955, + "learning_rate": 8.98e-06, + "loss": 0.0987, + "step": 450 + }, + { + "epoch": 0.2756141402037148, + "grad_norm": 3.630150318145752, + "learning_rate": 9.180000000000002e-06, + "loss": 0.0952, + "step": 460 + }, + { + "epoch": 0.28160575194727383, + "grad_norm": 3.858980417251587, + "learning_rate": 9.38e-06, + "loss": 0.0992, + "step": 470 + }, + { + "epoch": 0.28759736369083283, + "grad_norm": 4.108921527862549, + "learning_rate": 9.58e-06, + "loss": 0.1153, + "step": 480 + }, + { + "epoch": 0.29358897543439183, + "grad_norm": 3.802626848220825, + "learning_rate": 9.780000000000001e-06, + "loss": 0.1149, + "step": 490 + }, + { + "epoch": 0.2995805871779509, + "grad_norm": 4.295905113220215, + "learning_rate": 9.980000000000001e-06, + "loss": 0.1118, + "step": 500 + }, + { + "epoch": 0.3055721989215099, + "grad_norm": 4.09583854675293, + "learning_rate": 9.985427461139897e-06, + "loss": 0.0955, + "step": 510 + }, + { + "epoch": 0.3115638106650689, + "grad_norm": 3.3187222480773926, + "learning_rate": 9.969235751295337e-06, + "loss": 0.1075, + "step": 520 + }, + { + "epoch": 0.31755542240862794, + "grad_norm": 8.15339183807373, + "learning_rate": 9.953044041450778e-06, + "loss": 0.1113, + "step": 530 + }, + { + "epoch": 0.32354703415218694, + "grad_norm": 5.273709297180176, + "learning_rate": 9.936852331606218e-06, + "loss": 0.1015, + "step": 540 + }, + { + "epoch": 0.32953864589574594, + "grad_norm": 3.836277484893799, + "learning_rate": 9.920660621761659e-06, + "loss": 0.0927, + "step": 550 + }, + { + "epoch": 0.335530257639305, + "grad_norm": 5.473774433135986, + "learning_rate": 9.9044689119171e-06, + "loss": 0.1045, + "step": 560 + }, + { + "epoch": 0.341521869382864, + "grad_norm": 5.008555889129639, + "learning_rate": 9.888277202072539e-06, + "loss": 0.1193, + "step": 570 + }, + { + "epoch": 0.347513481126423, + "grad_norm": 8.994523048400879, + "learning_rate": 9.87208549222798e-06, + "loss": 0.1154, + "step": 580 + }, + { + "epoch": 0.35350509286998205, + "grad_norm": 4.773490905761719, + "learning_rate": 9.85589378238342e-06, + "loss": 0.1222, + "step": 590 + }, + { + "epoch": 0.35949670461354105, + "grad_norm": 3.776129722595215, + "learning_rate": 9.839702072538862e-06, + "loss": 0.0999, + "step": 600 + }, + { + "epoch": 0.36548831635710005, + "grad_norm": 3.550184726715088, + "learning_rate": 9.823510362694301e-06, + "loss": 0.1012, + "step": 610 + }, + { + "epoch": 0.37147992810065905, + "grad_norm": 4.164742469787598, + "learning_rate": 9.807318652849742e-06, + "loss": 0.0978, + "step": 620 + }, + { + "epoch": 0.3774715398442181, + "grad_norm": 3.2359657287597656, + "learning_rate": 9.791126943005183e-06, + "loss": 0.0781, + "step": 630 + }, + { + "epoch": 0.3834631515877771, + "grad_norm": 3.4513018131256104, + "learning_rate": 9.774935233160622e-06, + "loss": 0.1098, + "step": 640 + }, + { + "epoch": 0.3894547633313361, + "grad_norm": 3.489149808883667, + "learning_rate": 9.758743523316063e-06, + "loss": 0.1316, + "step": 650 + }, + { + "epoch": 0.39544637507489516, + "grad_norm": 4.0016374588012695, + "learning_rate": 9.742551813471504e-06, + "loss": 0.092, + "step": 660 + }, + { + "epoch": 0.40143798681845416, + "grad_norm": 7.272388935089111, + "learning_rate": 9.726360103626944e-06, + "loss": 0.1273, + "step": 670 + }, + { + "epoch": 0.40742959856201316, + "grad_norm": 3.443683385848999, + "learning_rate": 9.710168393782385e-06, + "loss": 0.1053, + "step": 680 + }, + { + "epoch": 0.4134212103055722, + "grad_norm": 4.35030460357666, + "learning_rate": 9.693976683937824e-06, + "loss": 0.114, + "step": 690 + }, + { + "epoch": 0.4194128220491312, + "grad_norm": 3.6015312671661377, + "learning_rate": 9.677784974093265e-06, + "loss": 0.1018, + "step": 700 + }, + { + "epoch": 0.4254044337926902, + "grad_norm": 4.1978840827941895, + "learning_rate": 9.661593264248706e-06, + "loss": 0.1151, + "step": 710 + }, + { + "epoch": 0.4313960455362493, + "grad_norm": 4.4482879638671875, + "learning_rate": 9.645401554404145e-06, + "loss": 0.1114, + "step": 720 + }, + { + "epoch": 0.4373876572798083, + "grad_norm": 4.560624599456787, + "learning_rate": 9.629209844559586e-06, + "loss": 0.1207, + "step": 730 + }, + { + "epoch": 0.4433792690233673, + "grad_norm": 5.984576225280762, + "learning_rate": 9.613018134715027e-06, + "loss": 0.1262, + "step": 740 + }, + { + "epoch": 0.44937088076692633, + "grad_norm": 4.926331043243408, + "learning_rate": 9.596826424870466e-06, + "loss": 0.1041, + "step": 750 + }, + { + "epoch": 0.45536249251048533, + "grad_norm": 4.679685115814209, + "learning_rate": 9.580634715025907e-06, + "loss": 0.1196, + "step": 760 + }, + { + "epoch": 0.46135410425404433, + "grad_norm": 4.890758991241455, + "learning_rate": 9.564443005181347e-06, + "loss": 0.1145, + "step": 770 + }, + { + "epoch": 0.46734571599760333, + "grad_norm": 4.479861259460449, + "learning_rate": 9.548251295336788e-06, + "loss": 0.1223, + "step": 780 + }, + { + "epoch": 0.4733373277411624, + "grad_norm": 4.720247745513916, + "learning_rate": 9.532059585492229e-06, + "loss": 0.1056, + "step": 790 + }, + { + "epoch": 0.4793289394847214, + "grad_norm": 3.5392069816589355, + "learning_rate": 9.51586787564767e-06, + "loss": 0.0992, + "step": 800 + }, + { + "epoch": 0.4853205512282804, + "grad_norm": 3.7479641437530518, + "learning_rate": 9.49967616580311e-06, + "loss": 0.1007, + "step": 810 + }, + { + "epoch": 0.49131216297183944, + "grad_norm": 4.393255710601807, + "learning_rate": 9.48348445595855e-06, + "loss": 0.1394, + "step": 820 + }, + { + "epoch": 0.49730377471539844, + "grad_norm": 3.2709712982177734, + "learning_rate": 9.467292746113991e-06, + "loss": 0.0992, + "step": 830 + }, + { + "epoch": 0.5032953864589574, + "grad_norm": 4.891329288482666, + "learning_rate": 9.451101036269432e-06, + "loss": 0.1123, + "step": 840 + }, + { + "epoch": 0.5092869982025164, + "grad_norm": 4.337294101715088, + "learning_rate": 9.434909326424871e-06, + "loss": 0.0924, + "step": 850 + }, + { + "epoch": 0.5152786099460755, + "grad_norm": 3.9342563152313232, + "learning_rate": 9.418717616580312e-06, + "loss": 0.1099, + "step": 860 + }, + { + "epoch": 0.5212702216896345, + "grad_norm": 3.220473527908325, + "learning_rate": 9.402525906735751e-06, + "loss": 0.0935, + "step": 870 + }, + { + "epoch": 0.5272618334331935, + "grad_norm": 4.463641166687012, + "learning_rate": 9.386334196891192e-06, + "loss": 0.1101, + "step": 880 + }, + { + "epoch": 0.5332534451767525, + "grad_norm": 4.686647415161133, + "learning_rate": 9.370142487046633e-06, + "loss": 0.1161, + "step": 890 + }, + { + "epoch": 0.5392450569203115, + "grad_norm": 3.4189178943634033, + "learning_rate": 9.353950777202073e-06, + "loss": 0.1144, + "step": 900 + }, + { + "epoch": 0.5452366686638705, + "grad_norm": 3.407076597213745, + "learning_rate": 9.337759067357514e-06, + "loss": 0.0926, + "step": 910 + }, + { + "epoch": 0.5512282804074295, + "grad_norm": 5.300261974334717, + "learning_rate": 9.321567357512955e-06, + "loss": 0.1047, + "step": 920 + }, + { + "epoch": 0.5572198921509887, + "grad_norm": 2.8152244091033936, + "learning_rate": 9.305375647668394e-06, + "loss": 0.1082, + "step": 930 + }, + { + "epoch": 0.5632115038945477, + "grad_norm": 4.786292552947998, + "learning_rate": 9.289183937823835e-06, + "loss": 0.1206, + "step": 940 + }, + { + "epoch": 0.5692031156381067, + "grad_norm": 3.642893075942993, + "learning_rate": 9.272992227979276e-06, + "loss": 0.0863, + "step": 950 + }, + { + "epoch": 0.5751947273816657, + "grad_norm": 4.487881660461426, + "learning_rate": 9.256800518134715e-06, + "loss": 0.1171, + "step": 960 + }, + { + "epoch": 0.5811863391252247, + "grad_norm": 4.288365364074707, + "learning_rate": 9.240608808290156e-06, + "loss": 0.1095, + "step": 970 + }, + { + "epoch": 0.5871779508687837, + "grad_norm": 3.9558470249176025, + "learning_rate": 9.224417098445595e-06, + "loss": 0.1185, + "step": 980 + }, + { + "epoch": 0.5931695626123428, + "grad_norm": 2.573941707611084, + "learning_rate": 9.208225388601038e-06, + "loss": 0.1157, + "step": 990 + }, + { + "epoch": 0.5991611743559018, + "grad_norm": 3.7058804035186768, + "learning_rate": 9.192033678756477e-06, + "loss": 0.1173, + "step": 1000 + }, + { + "epoch": 0.6051527860994608, + "grad_norm": 4.578528881072998, + "learning_rate": 9.175841968911918e-06, + "loss": 0.1049, + "step": 1010 + }, + { + "epoch": 0.6111443978430198, + "grad_norm": 4.096612930297852, + "learning_rate": 9.15965025906736e-06, + "loss": 0.102, + "step": 1020 + }, + { + "epoch": 0.6171360095865788, + "grad_norm": 2.6690211296081543, + "learning_rate": 9.143458549222799e-06, + "loss": 0.1219, + "step": 1030 + }, + { + "epoch": 0.6231276213301378, + "grad_norm": 4.082022190093994, + "learning_rate": 9.12726683937824e-06, + "loss": 0.0958, + "step": 1040 + }, + { + "epoch": 0.6291192330736968, + "grad_norm": 5.364941596984863, + "learning_rate": 9.11107512953368e-06, + "loss": 0.1152, + "step": 1050 + }, + { + "epoch": 0.6351108448172559, + "grad_norm": 3.664750099182129, + "learning_rate": 9.09488341968912e-06, + "loss": 0.107, + "step": 1060 + }, + { + "epoch": 0.6411024565608149, + "grad_norm": 4.337752342224121, + "learning_rate": 9.07869170984456e-06, + "loss": 0.1053, + "step": 1070 + }, + { + "epoch": 0.6470940683043739, + "grad_norm": 4.239952564239502, + "learning_rate": 9.0625e-06, + "loss": 0.0965, + "step": 1080 + }, + { + "epoch": 0.6530856800479329, + "grad_norm": 3.8299310207366943, + "learning_rate": 9.046308290155441e-06, + "loss": 0.0995, + "step": 1090 + }, + { + "epoch": 0.6590772917914919, + "grad_norm": 3.6321651935577393, + "learning_rate": 9.030116580310882e-06, + "loss": 0.0991, + "step": 1100 + }, + { + "epoch": 0.6650689035350509, + "grad_norm": 3.9516804218292236, + "learning_rate": 9.013924870466321e-06, + "loss": 0.1068, + "step": 1110 + }, + { + "epoch": 0.67106051527861, + "grad_norm": 4.31940221786499, + "learning_rate": 8.997733160621762e-06, + "loss": 0.1065, + "step": 1120 + }, + { + "epoch": 0.677052127022169, + "grad_norm": 4.485226154327393, + "learning_rate": 8.981541450777203e-06, + "loss": 0.1318, + "step": 1130 + }, + { + "epoch": 0.683043738765728, + "grad_norm": 2.977614402770996, + "learning_rate": 8.965349740932643e-06, + "loss": 0.1111, + "step": 1140 + }, + { + "epoch": 0.689035350509287, + "grad_norm": 4.644229888916016, + "learning_rate": 8.949158031088084e-06, + "loss": 0.1119, + "step": 1150 + }, + { + "epoch": 0.695026962252846, + "grad_norm": 5.099035263061523, + "learning_rate": 8.932966321243523e-06, + "loss": 0.1033, + "step": 1160 + }, + { + "epoch": 0.701018573996405, + "grad_norm": 3.9480855464935303, + "learning_rate": 8.916774611398964e-06, + "loss": 0.0895, + "step": 1170 + }, + { + "epoch": 0.7070101857399641, + "grad_norm": 4.888814449310303, + "learning_rate": 8.900582901554405e-06, + "loss": 0.107, + "step": 1180 + }, + { + "epoch": 0.7130017974835231, + "grad_norm": 2.8887240886688232, + "learning_rate": 8.884391191709846e-06, + "loss": 0.0974, + "step": 1190 + }, + { + "epoch": 0.7189934092270821, + "grad_norm": 4.195169448852539, + "learning_rate": 8.868199481865287e-06, + "loss": 0.1186, + "step": 1200 + }, + { + "epoch": 0.7249850209706411, + "grad_norm": 4.0084710121154785, + "learning_rate": 8.852007772020726e-06, + "loss": 0.1081, + "step": 1210 + }, + { + "epoch": 0.7309766327142001, + "grad_norm": 3.978888511657715, + "learning_rate": 8.835816062176167e-06, + "loss": 0.1271, + "step": 1220 + }, + { + "epoch": 0.7369682444577591, + "grad_norm": 2.9603512287139893, + "learning_rate": 8.819624352331608e-06, + "loss": 0.1017, + "step": 1230 + }, + { + "epoch": 0.7429598562013181, + "grad_norm": 3.808750629425049, + "learning_rate": 8.803432642487047e-06, + "loss": 0.1119, + "step": 1240 + }, + { + "epoch": 0.7489514679448772, + "grad_norm": 4.731956481933594, + "learning_rate": 8.787240932642488e-06, + "loss": 0.1015, + "step": 1250 + }, + { + "epoch": 0.7549430796884362, + "grad_norm": 4.4244866371154785, + "learning_rate": 8.771049222797927e-06, + "loss": 0.1009, + "step": 1260 + }, + { + "epoch": 0.7609346914319952, + "grad_norm": 5.3592305183410645, + "learning_rate": 8.754857512953368e-06, + "loss": 0.1175, + "step": 1270 + }, + { + "epoch": 0.7669263031755542, + "grad_norm": 3.1789183616638184, + "learning_rate": 8.73866580310881e-06, + "loss": 0.1079, + "step": 1280 + }, + { + "epoch": 0.7729179149191132, + "grad_norm": 4.719349384307861, + "learning_rate": 8.722474093264249e-06, + "loss": 0.1034, + "step": 1290 + }, + { + "epoch": 0.7789095266626722, + "grad_norm": 3.4696717262268066, + "learning_rate": 8.70628238341969e-06, + "loss": 0.1042, + "step": 1300 + }, + { + "epoch": 0.7849011384062313, + "grad_norm": 3.1757519245147705, + "learning_rate": 8.69009067357513e-06, + "loss": 0.0919, + "step": 1310 + }, + { + "epoch": 0.7908927501497903, + "grad_norm": 5.520872592926025, + "learning_rate": 8.67389896373057e-06, + "loss": 0.1011, + "step": 1320 + }, + { + "epoch": 0.7968843618933493, + "grad_norm": 4.574864387512207, + "learning_rate": 8.657707253886011e-06, + "loss": 0.1123, + "step": 1330 + }, + { + "epoch": 0.8028759736369083, + "grad_norm": 3.809239625930786, + "learning_rate": 8.641515544041452e-06, + "loss": 0.1056, + "step": 1340 + }, + { + "epoch": 0.8088675853804673, + "grad_norm": 4.405616283416748, + "learning_rate": 8.625323834196891e-06, + "loss": 0.1141, + "step": 1350 + }, + { + "epoch": 0.8148591971240263, + "grad_norm": 4.816131114959717, + "learning_rate": 8.609132124352332e-06, + "loss": 0.1042, + "step": 1360 + }, + { + "epoch": 0.8208508088675854, + "grad_norm": 4.3509602546691895, + "learning_rate": 8.592940414507773e-06, + "loss": 0.098, + "step": 1370 + }, + { + "epoch": 0.8268424206111444, + "grad_norm": 3.7490243911743164, + "learning_rate": 8.576748704663214e-06, + "loss": 0.1049, + "step": 1380 + }, + { + "epoch": 0.8328340323547034, + "grad_norm": 5.330031394958496, + "learning_rate": 8.560556994818653e-06, + "loss": 0.105, + "step": 1390 + }, + { + "epoch": 0.8388256440982624, + "grad_norm": 4.027228355407715, + "learning_rate": 8.544365284974094e-06, + "loss": 0.1249, + "step": 1400 + }, + { + "epoch": 0.8448172558418214, + "grad_norm": 4.0217790603637695, + "learning_rate": 8.528173575129535e-06, + "loss": 0.1259, + "step": 1410 + }, + { + "epoch": 0.8508088675853804, + "grad_norm": 4.059916973114014, + "learning_rate": 8.511981865284975e-06, + "loss": 0.1173, + "step": 1420 + }, + { + "epoch": 0.8568004793289394, + "grad_norm": 4.621293544769287, + "learning_rate": 8.495790155440416e-06, + "loss": 0.1037, + "step": 1430 + }, + { + "epoch": 0.8627920910724985, + "grad_norm": 3.6666407585144043, + "learning_rate": 8.479598445595855e-06, + "loss": 0.1177, + "step": 1440 + }, + { + "epoch": 0.8687837028160575, + "grad_norm": 4.930758953094482, + "learning_rate": 8.463406735751296e-06, + "loss": 0.1055, + "step": 1450 + }, + { + "epoch": 0.8747753145596165, + "grad_norm": 4.322690010070801, + "learning_rate": 8.447215025906737e-06, + "loss": 0.1052, + "step": 1460 + }, + { + "epoch": 0.8807669263031755, + "grad_norm": 3.768627405166626, + "learning_rate": 8.431023316062176e-06, + "loss": 0.1099, + "step": 1470 + }, + { + "epoch": 0.8867585380467345, + "grad_norm": 3.582303047180176, + "learning_rate": 8.414831606217617e-06, + "loss": 0.1061, + "step": 1480 + }, + { + "epoch": 0.8927501497902935, + "grad_norm": 3.874319076538086, + "learning_rate": 8.398639896373058e-06, + "loss": 0.126, + "step": 1490 + }, + { + "epoch": 0.8987417615338527, + "grad_norm": 4.040960311889648, + "learning_rate": 8.382448186528497e-06, + "loss": 0.089, + "step": 1500 + }, + { + "epoch": 0.9047333732774117, + "grad_norm": 4.185450077056885, + "learning_rate": 8.366256476683938e-06, + "loss": 0.0955, + "step": 1510 + }, + { + "epoch": 0.9107249850209707, + "grad_norm": 3.388444185256958, + "learning_rate": 8.35006476683938e-06, + "loss": 0.1123, + "step": 1520 + }, + { + "epoch": 0.9167165967645297, + "grad_norm": 4.470240592956543, + "learning_rate": 8.333873056994819e-06, + "loss": 0.1213, + "step": 1530 + }, + { + "epoch": 0.9227082085080887, + "grad_norm": 4.528209686279297, + "learning_rate": 8.31768134715026e-06, + "loss": 0.1152, + "step": 1540 + }, + { + "epoch": 0.9286998202516477, + "grad_norm": 4.039801597595215, + "learning_rate": 8.301489637305699e-06, + "loss": 0.0907, + "step": 1550 + }, + { + "epoch": 0.9346914319952067, + "grad_norm": 2.667508840560913, + "learning_rate": 8.28529792746114e-06, + "loss": 0.1103, + "step": 1560 + }, + { + "epoch": 0.9406830437387658, + "grad_norm": 4.166356086730957, + "learning_rate": 8.269106217616581e-06, + "loss": 0.1034, + "step": 1570 + }, + { + "epoch": 0.9466746554823248, + "grad_norm": 4.047358989715576, + "learning_rate": 8.252914507772022e-06, + "loss": 0.1086, + "step": 1580 + }, + { + "epoch": 0.9526662672258838, + "grad_norm": 3.4767513275146484, + "learning_rate": 8.236722797927463e-06, + "loss": 0.0982, + "step": 1590 + }, + { + "epoch": 0.9586578789694428, + "grad_norm": 4.475752830505371, + "learning_rate": 8.220531088082902e-06, + "loss": 0.0879, + "step": 1600 + }, + { + "epoch": 0.9646494907130018, + "grad_norm": 3.3900721073150635, + "learning_rate": 8.204339378238343e-06, + "loss": 0.0861, + "step": 1610 + }, + { + "epoch": 0.9706411024565608, + "grad_norm": 3.077188014984131, + "learning_rate": 8.188147668393784e-06, + "loss": 0.1024, + "step": 1620 + }, + { + "epoch": 0.9766327142001199, + "grad_norm": 4.166396141052246, + "learning_rate": 8.171955958549223e-06, + "loss": 0.0942, + "step": 1630 + }, + { + "epoch": 0.9826243259436789, + "grad_norm": 2.931767463684082, + "learning_rate": 8.155764248704664e-06, + "loss": 0.0833, + "step": 1640 + }, + { + "epoch": 0.9886159376872379, + "grad_norm": 3.9457390308380127, + "learning_rate": 8.139572538860104e-06, + "loss": 0.108, + "step": 1650 + }, + { + "epoch": 0.9946075494307969, + "grad_norm": 4.256587505340576, + "learning_rate": 8.123380829015545e-06, + "loss": 0.0926, + "step": 1660 + }, + { + "epoch": 1.0005991611743559, + "grad_norm": 1.9296483993530273, + "learning_rate": 8.107189119170986e-06, + "loss": 0.0814, + "step": 1670 + }, + { + "epoch": 1.0065907729179149, + "grad_norm": 2.8497297763824463, + "learning_rate": 8.090997409326425e-06, + "loss": 0.0399, + "step": 1680 + }, + { + "epoch": 1.0125823846614739, + "grad_norm": 1.6683580875396729, + "learning_rate": 8.074805699481866e-06, + "loss": 0.0465, + "step": 1690 + }, + { + "epoch": 1.0185739964050329, + "grad_norm": 2.067464828491211, + "learning_rate": 8.058613989637307e-06, + "loss": 0.0388, + "step": 1700 + }, + { + "epoch": 1.0245656081485919, + "grad_norm": 3.085991382598877, + "learning_rate": 8.042422279792746e-06, + "loss": 0.0389, + "step": 1710 + }, + { + "epoch": 1.030557219892151, + "grad_norm": 2.972982883453369, + "learning_rate": 8.026230569948187e-06, + "loss": 0.0432, + "step": 1720 + }, + { + "epoch": 1.03654883163571, + "grad_norm": 3.642639398574829, + "learning_rate": 8.010038860103628e-06, + "loss": 0.0474, + "step": 1730 + }, + { + "epoch": 1.042540443379269, + "grad_norm": 3.922886848449707, + "learning_rate": 7.993847150259067e-06, + "loss": 0.0362, + "step": 1740 + }, + { + "epoch": 1.048532055122828, + "grad_norm": 2.143171787261963, + "learning_rate": 7.977655440414508e-06, + "loss": 0.0453, + "step": 1750 + }, + { + "epoch": 1.054523666866387, + "grad_norm": 2.2521893978118896, + "learning_rate": 7.96146373056995e-06, + "loss": 0.0347, + "step": 1760 + }, + { + "epoch": 1.060515278609946, + "grad_norm": 2.5530147552490234, + "learning_rate": 7.94527202072539e-06, + "loss": 0.0321, + "step": 1770 + }, + { + "epoch": 1.066506890353505, + "grad_norm": 1.3185819387435913, + "learning_rate": 7.92908031088083e-06, + "loss": 0.0352, + "step": 1780 + }, + { + "epoch": 1.072498502097064, + "grad_norm": 4.018706321716309, + "learning_rate": 7.91288860103627e-06, + "loss": 0.0528, + "step": 1790 + }, + { + "epoch": 1.078490113840623, + "grad_norm": 2.9235482215881348, + "learning_rate": 7.896696891191711e-06, + "loss": 0.0291, + "step": 1800 + }, + { + "epoch": 1.084481725584182, + "grad_norm": 3.683203935623169, + "learning_rate": 7.88050518134715e-06, + "loss": 0.0398, + "step": 1810 + }, + { + "epoch": 1.090473337327741, + "grad_norm": 7.694185256958008, + "learning_rate": 7.864313471502592e-06, + "loss": 0.0428, + "step": 1820 + }, + { + "epoch": 1.0964649490713, + "grad_norm": 2.377105474472046, + "learning_rate": 7.848121761658031e-06, + "loss": 0.0474, + "step": 1830 + }, + { + "epoch": 1.102456560814859, + "grad_norm": 2.613847494125366, + "learning_rate": 7.831930051813472e-06, + "loss": 0.0346, + "step": 1840 + }, + { + "epoch": 1.1084481725584183, + "grad_norm": 2.805191993713379, + "learning_rate": 7.815738341968913e-06, + "loss": 0.043, + "step": 1850 + }, + { + "epoch": 1.1144397843019773, + "grad_norm": 3.0600552558898926, + "learning_rate": 7.799546632124352e-06, + "loss": 0.0422, + "step": 1860 + }, + { + "epoch": 1.1204313960455363, + "grad_norm": 1.6137948036193848, + "learning_rate": 7.783354922279793e-06, + "loss": 0.036, + "step": 1870 + }, + { + "epoch": 1.1264230077890953, + "grad_norm": 1.492092251777649, + "learning_rate": 7.767163212435234e-06, + "loss": 0.0315, + "step": 1880 + }, + { + "epoch": 1.1324146195326543, + "grad_norm": 2.410632610321045, + "learning_rate": 7.750971502590674e-06, + "loss": 0.0361, + "step": 1890 + }, + { + "epoch": 1.1384062312762133, + "grad_norm": 2.9959256649017334, + "learning_rate": 7.734779792746114e-06, + "loss": 0.0248, + "step": 1900 + }, + { + "epoch": 1.1443978430197723, + "grad_norm": 1.860141634941101, + "learning_rate": 7.718588082901555e-06, + "loss": 0.0337, + "step": 1910 + }, + { + "epoch": 1.1503894547633313, + "grad_norm": 3.2396111488342285, + "learning_rate": 7.702396373056995e-06, + "loss": 0.0319, + "step": 1920 + }, + { + "epoch": 1.1563810665068903, + "grad_norm": 3.930166721343994, + "learning_rate": 7.686204663212436e-06, + "loss": 0.0427, + "step": 1930 + }, + { + "epoch": 1.1623726782504493, + "grad_norm": 2.2750892639160156, + "learning_rate": 7.670012953367875e-06, + "loss": 0.0417, + "step": 1940 + }, + { + "epoch": 1.1683642899940083, + "grad_norm": 3.2963342666625977, + "learning_rate": 7.653821243523318e-06, + "loss": 0.0415, + "step": 1950 + }, + { + "epoch": 1.1743559017375673, + "grad_norm": 2.719001531600952, + "learning_rate": 7.637629533678757e-06, + "loss": 0.0308, + "step": 1960 + }, + { + "epoch": 1.1803475134811263, + "grad_norm": 3.191821813583374, + "learning_rate": 7.621437823834198e-06, + "loss": 0.0323, + "step": 1970 + }, + { + "epoch": 1.1863391252246855, + "grad_norm": 2.4749386310577393, + "learning_rate": 7.605246113989638e-06, + "loss": 0.035, + "step": 1980 + }, + { + "epoch": 1.1923307369682445, + "grad_norm": 2.652811050415039, + "learning_rate": 7.589054404145079e-06, + "loss": 0.0456, + "step": 1990 + }, + { + "epoch": 1.1983223487118035, + "grad_norm": 2.6856987476348877, + "learning_rate": 7.572862694300519e-06, + "loss": 0.0313, + "step": 2000 + }, + { + "epoch": 1.1983223487118035, + "eval_loss": 0.04815296828746796, + "eval_runtime": 4874.046, + "eval_samples_per_second": 2.739, + "eval_steps_per_second": 0.342, + "eval_wer": 3.9869195765987637, + "step": 2000 + }, + { + "epoch": 1.2043139604553625, + "grad_norm": 2.2129974365234375, + "learning_rate": 7.556670984455959e-06, + "loss": 0.0343, + "step": 2010 + }, + { + "epoch": 1.2103055721989215, + "grad_norm": 2.4016990661621094, + "learning_rate": 7.5404792746113994e-06, + "loss": 0.043, + "step": 2020 + }, + { + "epoch": 1.2162971839424805, + "grad_norm": 2.5401735305786133, + "learning_rate": 7.52428756476684e-06, + "loss": 0.0452, + "step": 2030 + }, + { + "epoch": 1.2222887956860395, + "grad_norm": 2.0397777557373047, + "learning_rate": 7.5080958549222805e-06, + "loss": 0.039, + "step": 2040 + }, + { + "epoch": 1.2282804074295985, + "grad_norm": 3.3085644245147705, + "learning_rate": 7.491904145077721e-06, + "loss": 0.043, + "step": 2050 + }, + { + "epoch": 1.2342720191731575, + "grad_norm": 1.1905828714370728, + "learning_rate": 7.475712435233161e-06, + "loss": 0.0406, + "step": 2060 + }, + { + "epoch": 1.2402636309167165, + "grad_norm": 4.510779857635498, + "learning_rate": 7.459520725388602e-06, + "loss": 0.0494, + "step": 2070 + }, + { + "epoch": 1.2462552426602755, + "grad_norm": 2.616729497909546, + "learning_rate": 7.443329015544042e-06, + "loss": 0.0436, + "step": 2080 + }, + { + "epoch": 1.2522468544038348, + "grad_norm": 2.109017848968506, + "learning_rate": 7.427137305699482e-06, + "loss": 0.042, + "step": 2090 + }, + { + "epoch": 1.2582384661473935, + "grad_norm": 2.5082507133483887, + "learning_rate": 7.410945595854922e-06, + "loss": 0.0307, + "step": 2100 + }, + { + "epoch": 1.2642300778909528, + "grad_norm": 2.2173380851745605, + "learning_rate": 7.394753886010363e-06, + "loss": 0.052, + "step": 2110 + }, + { + "epoch": 1.2702216896345118, + "grad_norm": 2.330674171447754, + "learning_rate": 7.378562176165803e-06, + "loss": 0.0357, + "step": 2120 + }, + { + "epoch": 1.2762133013780708, + "grad_norm": 2.3817524909973145, + "learning_rate": 7.362370466321243e-06, + "loss": 0.0443, + "step": 2130 + }, + { + "epoch": 1.2822049131216298, + "grad_norm": 1.9407250881195068, + "learning_rate": 7.346178756476684e-06, + "loss": 0.0469, + "step": 2140 + }, + { + "epoch": 1.2881965248651888, + "grad_norm": 1.5077818632125854, + "learning_rate": 7.329987046632125e-06, + "loss": 0.0351, + "step": 2150 + }, + { + "epoch": 1.2941881366087478, + "grad_norm": 1.8476344347000122, + "learning_rate": 7.3137953367875655e-06, + "loss": 0.0435, + "step": 2160 + }, + { + "epoch": 1.3001797483523068, + "grad_norm": 1.7587623596191406, + "learning_rate": 7.2976036269430065e-06, + "loss": 0.0381, + "step": 2170 + }, + { + "epoch": 1.3061713600958658, + "grad_norm": 3.003218173980713, + "learning_rate": 7.281411917098447e-06, + "loss": 0.0306, + "step": 2180 + }, + { + "epoch": 1.3121629718394248, + "grad_norm": 2.0112128257751465, + "learning_rate": 7.265220207253887e-06, + "loss": 0.0401, + "step": 2190 + }, + { + "epoch": 1.3181545835829838, + "grad_norm": 2.3190035820007324, + "learning_rate": 7.249028497409327e-06, + "loss": 0.0457, + "step": 2200 + }, + { + "epoch": 1.3241461953265428, + "grad_norm": 2.1521100997924805, + "learning_rate": 7.232836787564768e-06, + "loss": 0.0403, + "step": 2210 + }, + { + "epoch": 1.330137807070102, + "grad_norm": 2.4302561283111572, + "learning_rate": 7.216645077720208e-06, + "loss": 0.04, + "step": 2220 + }, + { + "epoch": 1.3361294188136608, + "grad_norm": 3.34147047996521, + "learning_rate": 7.200453367875648e-06, + "loss": 0.0379, + "step": 2230 + }, + { + "epoch": 1.34212103055722, + "grad_norm": 2.458252191543579, + "learning_rate": 7.184261658031088e-06, + "loss": 0.0464, + "step": 2240 + }, + { + "epoch": 1.348112642300779, + "grad_norm": 3.149097204208374, + "learning_rate": 7.168069948186529e-06, + "loss": 0.0395, + "step": 2250 + }, + { + "epoch": 1.354104254044338, + "grad_norm": 3.174875020980835, + "learning_rate": 7.151878238341969e-06, + "loss": 0.036, + "step": 2260 + }, + { + "epoch": 1.360095865787897, + "grad_norm": 2.373333215713501, + "learning_rate": 7.1356865284974095e-06, + "loss": 0.042, + "step": 2270 + }, + { + "epoch": 1.366087477531456, + "grad_norm": 2.6968131065368652, + "learning_rate": 7.1194948186528505e-06, + "loss": 0.0377, + "step": 2280 + }, + { + "epoch": 1.372079089275015, + "grad_norm": 1.8244385719299316, + "learning_rate": 7.103303108808291e-06, + "loss": 0.0373, + "step": 2290 + }, + { + "epoch": 1.378070701018574, + "grad_norm": 2.684811592102051, + "learning_rate": 7.087111398963731e-06, + "loss": 0.0514, + "step": 2300 + }, + { + "epoch": 1.384062312762133, + "grad_norm": 2.1189537048339844, + "learning_rate": 7.070919689119171e-06, + "loss": 0.0327, + "step": 2310 + }, + { + "epoch": 1.390053924505692, + "grad_norm": 2.272768497467041, + "learning_rate": 7.054727979274612e-06, + "loss": 0.0405, + "step": 2320 + }, + { + "epoch": 1.396045536249251, + "grad_norm": 2.2334699630737305, + "learning_rate": 7.038536269430052e-06, + "loss": 0.0425, + "step": 2330 + }, + { + "epoch": 1.40203714799281, + "grad_norm": 2.5346498489379883, + "learning_rate": 7.022344559585493e-06, + "loss": 0.0343, + "step": 2340 + }, + { + "epoch": 1.4080287597363692, + "grad_norm": 2.477675676345825, + "learning_rate": 7.006152849740934e-06, + "loss": 0.0333, + "step": 2350 + }, + { + "epoch": 1.414020371479928, + "grad_norm": 3.833782911300659, + "learning_rate": 6.989961139896374e-06, + "loss": 0.0482, + "step": 2360 + }, + { + "epoch": 1.4200119832234872, + "grad_norm": 2.571751117706299, + "learning_rate": 6.973769430051814e-06, + "loss": 0.0421, + "step": 2370 + }, + { + "epoch": 1.4260035949670462, + "grad_norm": 2.7097127437591553, + "learning_rate": 6.957577720207255e-06, + "loss": 0.0447, + "step": 2380 + }, + { + "epoch": 1.4319952067106052, + "grad_norm": 1.97878098487854, + "learning_rate": 6.941386010362695e-06, + "loss": 0.0445, + "step": 2390 + }, + { + "epoch": 1.4379868184541642, + "grad_norm": 2.1338934898376465, + "learning_rate": 6.925194300518135e-06, + "loss": 0.0484, + "step": 2400 + }, + { + "epoch": 1.4439784301977232, + "grad_norm": 2.3054728507995605, + "learning_rate": 6.9090025906735755e-06, + "loss": 0.0327, + "step": 2410 + }, + { + "epoch": 1.4499700419412822, + "grad_norm": 3.713162422180176, + "learning_rate": 6.8928108808290165e-06, + "loss": 0.0388, + "step": 2420 + }, + { + "epoch": 1.4559616536848412, + "grad_norm": 2.2444119453430176, + "learning_rate": 6.876619170984457e-06, + "loss": 0.0364, + "step": 2430 + }, + { + "epoch": 1.4619532654284002, + "grad_norm": 2.1193532943725586, + "learning_rate": 6.860427461139897e-06, + "loss": 0.0439, + "step": 2440 + }, + { + "epoch": 1.4679448771719592, + "grad_norm": 2.278380870819092, + "learning_rate": 6.844235751295337e-06, + "loss": 0.0516, + "step": 2450 + }, + { + "epoch": 1.4739364889155182, + "grad_norm": 2.936154365539551, + "learning_rate": 6.828044041450778e-06, + "loss": 0.0386, + "step": 2460 + }, + { + "epoch": 1.4799281006590772, + "grad_norm": 3.983410358428955, + "learning_rate": 6.811852331606218e-06, + "loss": 0.0493, + "step": 2470 + }, + { + "epoch": 1.4859197124026364, + "grad_norm": 3.1823031902313232, + "learning_rate": 6.795660621761658e-06, + "loss": 0.0339, + "step": 2480 + }, + { + "epoch": 1.4919113241461952, + "grad_norm": 3.02040696144104, + "learning_rate": 6.779468911917098e-06, + "loss": 0.0377, + "step": 2490 + }, + { + "epoch": 1.4979029358897544, + "grad_norm": 2.253005266189575, + "learning_rate": 6.763277202072539e-06, + "loss": 0.0385, + "step": 2500 + }, + { + "epoch": 1.5038945476333132, + "grad_norm": 2.6622331142425537, + "learning_rate": 6.747085492227979e-06, + "loss": 0.0388, + "step": 2510 + }, + { + "epoch": 1.5098861593768724, + "grad_norm": 2.394500732421875, + "learning_rate": 6.7308937823834195e-06, + "loss": 0.037, + "step": 2520 + }, + { + "epoch": 1.5158777711204314, + "grad_norm": 1.885865330696106, + "learning_rate": 6.714702072538861e-06, + "loss": 0.0314, + "step": 2530 + }, + { + "epoch": 1.5218693828639904, + "grad_norm": 2.989285469055176, + "learning_rate": 6.6985103626943015e-06, + "loss": 0.038, + "step": 2540 + }, + { + "epoch": 1.5278609946075494, + "grad_norm": 3.051121950149536, + "learning_rate": 6.682318652849742e-06, + "loss": 0.0438, + "step": 2550 + }, + { + "epoch": 1.5338526063511084, + "grad_norm": 3.2008793354034424, + "learning_rate": 6.666126943005183e-06, + "loss": 0.0391, + "step": 2560 + }, + { + "epoch": 1.5398442180946674, + "grad_norm": 2.4947457313537598, + "learning_rate": 6.649935233160623e-06, + "loss": 0.0369, + "step": 2570 + }, + { + "epoch": 1.5458358298382264, + "grad_norm": 2.38167405128479, + "learning_rate": 6.633743523316063e-06, + "loss": 0.0443, + "step": 2580 + }, + { + "epoch": 1.5518274415817856, + "grad_norm": 2.149912118911743, + "learning_rate": 6.617551813471503e-06, + "loss": 0.0414, + "step": 2590 + }, + { + "epoch": 1.5578190533253444, + "grad_norm": 1.8637117147445679, + "learning_rate": 6.601360103626944e-06, + "loss": 0.0321, + "step": 2600 + }, + { + "epoch": 1.5638106650689036, + "grad_norm": 4.388784408569336, + "learning_rate": 6.585168393782384e-06, + "loss": 0.0443, + "step": 2610 + }, + { + "epoch": 1.5698022768124624, + "grad_norm": 3.057321548461914, + "learning_rate": 6.568976683937824e-06, + "loss": 0.0358, + "step": 2620 + }, + { + "epoch": 1.5757938885560216, + "grad_norm": 1.5130738019943237, + "learning_rate": 6.552784974093264e-06, + "loss": 0.0341, + "step": 2630 + }, + { + "epoch": 1.5817855002995804, + "grad_norm": 2.506476879119873, + "learning_rate": 6.536593264248705e-06, + "loss": 0.0369, + "step": 2640 + }, + { + "epoch": 1.5877771120431396, + "grad_norm": 1.917100429534912, + "learning_rate": 6.5204015544041455e-06, + "loss": 0.0436, + "step": 2650 + }, + { + "epoch": 1.5937687237866986, + "grad_norm": 2.6610848903656006, + "learning_rate": 6.504209844559586e-06, + "loss": 0.0371, + "step": 2660 + }, + { + "epoch": 1.5997603355302576, + "grad_norm": 2.3574564456939697, + "learning_rate": 6.4880181347150266e-06, + "loss": 0.0466, + "step": 2670 + }, + { + "epoch": 1.6057519472738166, + "grad_norm": 3.3509860038757324, + "learning_rate": 6.471826424870467e-06, + "loss": 0.0351, + "step": 2680 + }, + { + "epoch": 1.6117435590173756, + "grad_norm": 2.6591145992279053, + "learning_rate": 6.455634715025907e-06, + "loss": 0.0445, + "step": 2690 + }, + { + "epoch": 1.6177351707609346, + "grad_norm": 3.161813735961914, + "learning_rate": 6.439443005181347e-06, + "loss": 0.0315, + "step": 2700 + }, + { + "epoch": 1.6237267825044936, + "grad_norm": 2.351088047027588, + "learning_rate": 6.423251295336788e-06, + "loss": 0.0428, + "step": 2710 + }, + { + "epoch": 1.6297183942480529, + "grad_norm": 2.1950671672821045, + "learning_rate": 6.407059585492228e-06, + "loss": 0.0322, + "step": 2720 + }, + { + "epoch": 1.6357100059916116, + "grad_norm": 3.3831064701080322, + "learning_rate": 6.390867875647669e-06, + "loss": 0.0465, + "step": 2730 + }, + { + "epoch": 1.6417016177351709, + "grad_norm": 3.514268636703491, + "learning_rate": 6.37467616580311e-06, + "loss": 0.0458, + "step": 2740 + }, + { + "epoch": 1.6476932294787296, + "grad_norm": 1.8238720893859863, + "learning_rate": 6.35848445595855e-06, + "loss": 0.0398, + "step": 2750 + }, + { + "epoch": 1.6536848412222889, + "grad_norm": 2.247701644897461, + "learning_rate": 6.34229274611399e-06, + "loss": 0.0617, + "step": 2760 + }, + { + "epoch": 1.6596764529658476, + "grad_norm": 2.080018997192383, + "learning_rate": 6.326101036269431e-06, + "loss": 0.0434, + "step": 2770 + }, + { + "epoch": 1.6656680647094069, + "grad_norm": 2.6713249683380127, + "learning_rate": 6.309909326424871e-06, + "loss": 0.0353, + "step": 2780 + }, + { + "epoch": 1.6716596764529659, + "grad_norm": 2.1419765949249268, + "learning_rate": 6.2937176165803115e-06, + "loss": 0.0432, + "step": 2790 + }, + { + "epoch": 1.6776512881965249, + "grad_norm": 2.145838737487793, + "learning_rate": 6.277525906735752e-06, + "loss": 0.0489, + "step": 2800 + }, + { + "epoch": 1.6836428999400839, + "grad_norm": 3.2524642944335938, + "learning_rate": 6.261334196891193e-06, + "loss": 0.0401, + "step": 2810 + }, + { + "epoch": 1.6896345116836429, + "grad_norm": 2.0695011615753174, + "learning_rate": 6.245142487046633e-06, + "loss": 0.0387, + "step": 2820 + }, + { + "epoch": 1.6956261234272019, + "grad_norm": 2.829993963241577, + "learning_rate": 6.228950777202073e-06, + "loss": 0.0307, + "step": 2830 + }, + { + "epoch": 1.7016177351707609, + "grad_norm": 2.6294639110565186, + "learning_rate": 6.212759067357513e-06, + "loss": 0.0478, + "step": 2840 + }, + { + "epoch": 1.70760934691432, + "grad_norm": 3.4384214878082275, + "learning_rate": 6.196567357512954e-06, + "loss": 0.0433, + "step": 2850 + }, + { + "epoch": 1.7136009586578789, + "grad_norm": 2.4208130836486816, + "learning_rate": 6.180375647668394e-06, + "loss": 0.0441, + "step": 2860 + }, + { + "epoch": 1.719592570401438, + "grad_norm": 2.825674533843994, + "learning_rate": 6.164183937823834e-06, + "loss": 0.0516, + "step": 2870 + }, + { + "epoch": 1.7255841821449969, + "grad_norm": 2.239126682281494, + "learning_rate": 6.147992227979274e-06, + "loss": 0.0318, + "step": 2880 + }, + { + "epoch": 1.731575793888556, + "grad_norm": 2.4009127616882324, + "learning_rate": 6.131800518134715e-06, + "loss": 0.0358, + "step": 2890 + }, + { + "epoch": 1.737567405632115, + "grad_norm": 1.753083348274231, + "learning_rate": 6.1156088082901555e-06, + "loss": 0.035, + "step": 2900 + }, + { + "epoch": 1.743559017375674, + "grad_norm": 1.7808746099472046, + "learning_rate": 6.099417098445596e-06, + "loss": 0.038, + "step": 2910 + }, + { + "epoch": 1.749550629119233, + "grad_norm": 2.457718849182129, + "learning_rate": 6.0832253886010375e-06, + "loss": 0.0339, + "step": 2920 + }, + { + "epoch": 1.755542240862792, + "grad_norm": 2.7318003177642822, + "learning_rate": 6.067033678756478e-06, + "loss": 0.0386, + "step": 2930 + }, + { + "epoch": 1.761533852606351, + "grad_norm": 2.1199822425842285, + "learning_rate": 6.050841968911918e-06, + "loss": 0.0357, + "step": 2940 + }, + { + "epoch": 1.76752546434991, + "grad_norm": 3.083209753036499, + "learning_rate": 6.034650259067359e-06, + "loss": 0.0401, + "step": 2950 + }, + { + "epoch": 1.773517076093469, + "grad_norm": 2.8726754188537598, + "learning_rate": 6.018458549222799e-06, + "loss": 0.047, + "step": 2960 + }, + { + "epoch": 1.779508687837028, + "grad_norm": 2.853578805923462, + "learning_rate": 6.002266839378239e-06, + "loss": 0.0367, + "step": 2970 + }, + { + "epoch": 1.7855002995805873, + "grad_norm": 1.9339247941970825, + "learning_rate": 5.986075129533679e-06, + "loss": 0.0324, + "step": 2980 + }, + { + "epoch": 1.791491911324146, + "grad_norm": 2.1655240058898926, + "learning_rate": 5.96988341968912e-06, + "loss": 0.0345, + "step": 2990 + }, + { + "epoch": 1.7974835230677053, + "grad_norm": 1.8844058513641357, + "learning_rate": 5.95369170984456e-06, + "loss": 0.0489, + "step": 3000 + }, + { + "epoch": 1.803475134811264, + "grad_norm": 1.8927345275878906, + "learning_rate": 5.9375e-06, + "loss": 0.0392, + "step": 3010 + }, + { + "epoch": 1.8094667465548233, + "grad_norm": 2.797908306121826, + "learning_rate": 5.9213082901554405e-06, + "loss": 0.0429, + "step": 3020 + }, + { + "epoch": 1.8154583582983823, + "grad_norm": 2.138853073120117, + "learning_rate": 5.9051165803108814e-06, + "loss": 0.0366, + "step": 3030 + }, + { + "epoch": 1.8214499700419413, + "grad_norm": 2.9621222019195557, + "learning_rate": 5.8889248704663216e-06, + "loss": 0.0364, + "step": 3040 + }, + { + "epoch": 1.8274415817855003, + "grad_norm": 1.9806824922561646, + "learning_rate": 5.872733160621762e-06, + "loss": 0.0292, + "step": 3050 + }, + { + "epoch": 1.8334331935290593, + "grad_norm": 1.8473615646362305, + "learning_rate": 5.856541450777203e-06, + "loss": 0.0315, + "step": 3060 + }, + { + "epoch": 1.8394248052726183, + "grad_norm": 2.8493854999542236, + "learning_rate": 5.840349740932643e-06, + "loss": 0.0329, + "step": 3070 + }, + { + "epoch": 1.8454164170161773, + "grad_norm": 4.222199440002441, + "learning_rate": 5.824158031088083e-06, + "loss": 0.0417, + "step": 3080 + }, + { + "epoch": 1.8514080287597365, + "grad_norm": 2.80318546295166, + "learning_rate": 5.807966321243523e-06, + "loss": 0.0453, + "step": 3090 + }, + { + "epoch": 1.8573996405032953, + "grad_norm": 3.1252284049987793, + "learning_rate": 5.791774611398964e-06, + "loss": 0.044, + "step": 3100 + }, + { + "epoch": 1.8633912522468545, + "grad_norm": 2.628920555114746, + "learning_rate": 5.775582901554405e-06, + "loss": 0.0388, + "step": 3110 + }, + { + "epoch": 1.8693828639904133, + "grad_norm": 2.189281940460205, + "learning_rate": 5.759391191709845e-06, + "loss": 0.0378, + "step": 3120 + }, + { + "epoch": 1.8753744757339725, + "grad_norm": 2.4642791748046875, + "learning_rate": 5.743199481865286e-06, + "loss": 0.0418, + "step": 3130 + }, + { + "epoch": 1.8813660874775313, + "grad_norm": 2.589334726333618, + "learning_rate": 5.727007772020726e-06, + "loss": 0.0367, + "step": 3140 + }, + { + "epoch": 1.8873576992210905, + "grad_norm": 3.040709972381592, + "learning_rate": 5.710816062176166e-06, + "loss": 0.035, + "step": 3150 + }, + { + "epoch": 1.8933493109646495, + "grad_norm": 2.8135108947753906, + "learning_rate": 5.6946243523316065e-06, + "loss": 0.0435, + "step": 3160 + }, + { + "epoch": 1.8993409227082085, + "grad_norm": 1.8438613414764404, + "learning_rate": 5.6784326424870475e-06, + "loss": 0.0416, + "step": 3170 + }, + { + "epoch": 1.9053325344517675, + "grad_norm": 2.7345640659332275, + "learning_rate": 5.662240932642488e-06, + "loss": 0.0367, + "step": 3180 + }, + { + "epoch": 1.9113241461953265, + "grad_norm": 2.2093093395233154, + "learning_rate": 5.646049222797928e-06, + "loss": 0.0486, + "step": 3190 + }, + { + "epoch": 1.9173157579388855, + "grad_norm": 2.6385855674743652, + "learning_rate": 5.629857512953369e-06, + "loss": 0.037, + "step": 3200 + }, + { + "epoch": 1.9233073696824445, + "grad_norm": 4.1110124588012695, + "learning_rate": 5.613665803108809e-06, + "loss": 0.0418, + "step": 3210 + }, + { + "epoch": 1.9292989814260038, + "grad_norm": 2.6954362392425537, + "learning_rate": 5.597474093264249e-06, + "loss": 0.0406, + "step": 3220 + }, + { + "epoch": 1.9352905931695625, + "grad_norm": 3.4439690113067627, + "learning_rate": 5.581282383419689e-06, + "loss": 0.0373, + "step": 3230 + }, + { + "epoch": 1.9412822049131218, + "grad_norm": 2.6216893196105957, + "learning_rate": 5.56509067357513e-06, + "loss": 0.0319, + "step": 3240 + }, + { + "epoch": 1.9472738166566805, + "grad_norm": 2.924895763397217, + "learning_rate": 5.54889896373057e-06, + "loss": 0.0407, + "step": 3250 + }, + { + "epoch": 1.9532654284002398, + "grad_norm": 2.488950729370117, + "learning_rate": 5.53270725388601e-06, + "loss": 0.0341, + "step": 3260 + }, + { + "epoch": 1.9592570401437985, + "grad_norm": 2.4867169857025146, + "learning_rate": 5.5165155440414505e-06, + "loss": 0.0453, + "step": 3270 + }, + { + "epoch": 1.9652486518873578, + "grad_norm": 5.1045427322387695, + "learning_rate": 5.5003238341968915e-06, + "loss": 0.0429, + "step": 3280 + }, + { + "epoch": 1.9712402636309168, + "grad_norm": 2.7689225673675537, + "learning_rate": 5.484132124352332e-06, + "loss": 0.0309, + "step": 3290 + }, + { + "epoch": 1.9772318753744758, + "grad_norm": 1.944758415222168, + "learning_rate": 5.4679404145077734e-06, + "loss": 0.0357, + "step": 3300 + }, + { + "epoch": 1.9832234871180348, + "grad_norm": 2.512436628341675, + "learning_rate": 5.4517487046632136e-06, + "loss": 0.0436, + "step": 3310 + }, + { + "epoch": 1.9892150988615938, + "grad_norm": 2.7214131355285645, + "learning_rate": 5.435556994818654e-06, + "loss": 0.0329, + "step": 3320 + }, + { + "epoch": 1.9952067106051528, + "grad_norm": 2.3871612548828125, + "learning_rate": 5.419365284974094e-06, + "loss": 0.0368, + "step": 3330 + }, + { + "epoch": 2.0011983223487118, + "grad_norm": 1.4264804124832153, + "learning_rate": 5.403173575129535e-06, + "loss": 0.0283, + "step": 3340 + }, + { + "epoch": 2.007189934092271, + "grad_norm": 0.9049192070960999, + "learning_rate": 5.386981865284975e-06, + "loss": 0.0141, + "step": 3350 + }, + { + "epoch": 2.0131815458358298, + "grad_norm": 1.757786512374878, + "learning_rate": 5.370790155440415e-06, + "loss": 0.0092, + "step": 3360 + }, + { + "epoch": 2.019173157579389, + "grad_norm": 0.922551691532135, + "learning_rate": 5.354598445595855e-06, + "loss": 0.0108, + "step": 3370 + }, + { + "epoch": 2.0251647693229478, + "grad_norm": 1.6763967275619507, + "learning_rate": 5.338406735751296e-06, + "loss": 0.0081, + "step": 3380 + }, + { + "epoch": 2.031156381066507, + "grad_norm": 1.023136854171753, + "learning_rate": 5.322215025906736e-06, + "loss": 0.0106, + "step": 3390 + }, + { + "epoch": 2.0371479928100658, + "grad_norm": 1.0758904218673706, + "learning_rate": 5.3060233160621764e-06, + "loss": 0.0127, + "step": 3400 + }, + { + "epoch": 2.043139604553625, + "grad_norm": 0.85313481092453, + "learning_rate": 5.2898316062176166e-06, + "loss": 0.0112, + "step": 3410 + }, + { + "epoch": 2.0491312162971838, + "grad_norm": 1.0233789682388306, + "learning_rate": 5.2736398963730575e-06, + "loss": 0.0115, + "step": 3420 + }, + { + "epoch": 2.055122828040743, + "grad_norm": 1.594497561454773, + "learning_rate": 5.257448186528498e-06, + "loss": 0.0106, + "step": 3430 + }, + { + "epoch": 2.061114439784302, + "grad_norm": 2.3627138137817383, + "learning_rate": 5.241256476683938e-06, + "loss": 0.0116, + "step": 3440 + }, + { + "epoch": 2.067106051527861, + "grad_norm": 0.5149250030517578, + "learning_rate": 5.225064766839378e-06, + "loss": 0.0171, + "step": 3450 + }, + { + "epoch": 2.07309766327142, + "grad_norm": 0.6787377595901489, + "learning_rate": 5.208873056994819e-06, + "loss": 0.0129, + "step": 3460 + }, + { + "epoch": 2.079089275014979, + "grad_norm": 0.44210371375083923, + "learning_rate": 5.192681347150259e-06, + "loss": 0.0079, + "step": 3470 + }, + { + "epoch": 2.085080886758538, + "grad_norm": 1.6856039762496948, + "learning_rate": 5.176489637305699e-06, + "loss": 0.0136, + "step": 3480 + }, + { + "epoch": 2.091072498502097, + "grad_norm": 1.147712230682373, + "learning_rate": 5.16029792746114e-06, + "loss": 0.0084, + "step": 3490 + }, + { + "epoch": 2.097064110245656, + "grad_norm": 0.7007279396057129, + "learning_rate": 5.144106217616581e-06, + "loss": 0.0143, + "step": 3500 + }, + { + "epoch": 2.103055721989215, + "grad_norm": 1.0783849954605103, + "learning_rate": 5.127914507772021e-06, + "loss": 0.015, + "step": 3510 + }, + { + "epoch": 2.109047333732774, + "grad_norm": 1.133612036705017, + "learning_rate": 5.111722797927462e-06, + "loss": 0.0117, + "step": 3520 + }, + { + "epoch": 2.115038945476333, + "grad_norm": 0.5530627965927124, + "learning_rate": 5.095531088082902e-06, + "loss": 0.0098, + "step": 3530 + }, + { + "epoch": 2.121030557219892, + "grad_norm": 1.3948954343795776, + "learning_rate": 5.0793393782383425e-06, + "loss": 0.009, + "step": 3540 + }, + { + "epoch": 2.127022168963451, + "grad_norm": 1.2842837572097778, + "learning_rate": 5.063147668393783e-06, + "loss": 0.0117, + "step": 3550 + }, + { + "epoch": 2.13301378070701, + "grad_norm": 0.8959969878196716, + "learning_rate": 5.046955958549224e-06, + "loss": 0.0063, + "step": 3560 + }, + { + "epoch": 2.139005392450569, + "grad_norm": 0.8143625855445862, + "learning_rate": 5.030764248704664e-06, + "loss": 0.0087, + "step": 3570 + }, + { + "epoch": 2.144997004194128, + "grad_norm": 1.388192057609558, + "learning_rate": 5.014572538860104e-06, + "loss": 0.0148, + "step": 3580 + }, + { + "epoch": 2.1509886159376874, + "grad_norm": 1.5829776525497437, + "learning_rate": 4.998380829015545e-06, + "loss": 0.0129, + "step": 3590 + }, + { + "epoch": 2.156980227681246, + "grad_norm": 1.3284603357315063, + "learning_rate": 4.982189119170985e-06, + "loss": 0.0161, + "step": 3600 + }, + { + "epoch": 2.1629718394248054, + "grad_norm": 0.4669111371040344, + "learning_rate": 4.965997409326425e-06, + "loss": 0.0093, + "step": 3610 + }, + { + "epoch": 2.168963451168364, + "grad_norm": 2.0282106399536133, + "learning_rate": 4.949805699481865e-06, + "loss": 0.0107, + "step": 3620 + }, + { + "epoch": 2.1749550629119234, + "grad_norm": 1.9077093601226807, + "learning_rate": 4.933613989637306e-06, + "loss": 0.0099, + "step": 3630 + }, + { + "epoch": 2.180946674655482, + "grad_norm": 0.4548993408679962, + "learning_rate": 4.917422279792747e-06, + "loss": 0.0086, + "step": 3640 + }, + { + "epoch": 2.1869382863990414, + "grad_norm": 1.3280978202819824, + "learning_rate": 4.901230569948187e-06, + "loss": 0.0119, + "step": 3650 + }, + { + "epoch": 2.1929298981426, + "grad_norm": 0.618032693862915, + "learning_rate": 4.8850388601036275e-06, + "loss": 0.01, + "step": 3660 + }, + { + "epoch": 2.1989215098861594, + "grad_norm": 1.7678560018539429, + "learning_rate": 4.868847150259068e-06, + "loss": 0.0163, + "step": 3670 + }, + { + "epoch": 2.204913121629718, + "grad_norm": 1.3157169818878174, + "learning_rate": 4.8526554404145086e-06, + "loss": 0.0117, + "step": 3680 + }, + { + "epoch": 2.2109047333732774, + "grad_norm": 2.100522518157959, + "learning_rate": 4.836463730569949e-06, + "loss": 0.0082, + "step": 3690 + }, + { + "epoch": 2.2168963451168366, + "grad_norm": 1.703456163406372, + "learning_rate": 4.820272020725389e-06, + "loss": 0.0082, + "step": 3700 + }, + { + "epoch": 2.2228879568603954, + "grad_norm": 1.569329023361206, + "learning_rate": 4.804080310880829e-06, + "loss": 0.0119, + "step": 3710 + }, + { + "epoch": 2.2288795686039546, + "grad_norm": 1.2286568880081177, + "learning_rate": 4.78788860103627e-06, + "loss": 0.0109, + "step": 3720 + }, + { + "epoch": 2.2348711803475134, + "grad_norm": 1.1602758169174194, + "learning_rate": 4.77169689119171e-06, + "loss": 0.0088, + "step": 3730 + }, + { + "epoch": 2.2408627920910726, + "grad_norm": 1.0114362239837646, + "learning_rate": 4.755505181347151e-06, + "loss": 0.0085, + "step": 3740 + }, + { + "epoch": 2.2468544038346314, + "grad_norm": 1.3842345476150513, + "learning_rate": 4.739313471502591e-06, + "loss": 0.0179, + "step": 3750 + }, + { + "epoch": 2.2528460155781906, + "grad_norm": 1.3407899141311646, + "learning_rate": 4.723121761658031e-06, + "loss": 0.0119, + "step": 3760 + }, + { + "epoch": 2.2588376273217494, + "grad_norm": 1.4571481943130493, + "learning_rate": 4.706930051813472e-06, + "loss": 0.0093, + "step": 3770 + }, + { + "epoch": 2.2648292390653086, + "grad_norm": 0.9713364243507385, + "learning_rate": 4.690738341968912e-06, + "loss": 0.0098, + "step": 3780 + }, + { + "epoch": 2.2708208508088674, + "grad_norm": 1.1515699625015259, + "learning_rate": 4.6745466321243525e-06, + "loss": 0.0088, + "step": 3790 + }, + { + "epoch": 2.2768124625524266, + "grad_norm": 1.1340457201004028, + "learning_rate": 4.658354922279793e-06, + "loss": 0.0121, + "step": 3800 + }, + { + "epoch": 2.282804074295986, + "grad_norm": 1.0477025508880615, + "learning_rate": 4.642163212435234e-06, + "loss": 0.0107, + "step": 3810 + }, + { + "epoch": 2.2887956860395446, + "grad_norm": 1.2503265142440796, + "learning_rate": 4.625971502590674e-06, + "loss": 0.0108, + "step": 3820 + }, + { + "epoch": 2.2947872977831034, + "grad_norm": 0.959955096244812, + "learning_rate": 4.609779792746114e-06, + "loss": 0.0115, + "step": 3830 + }, + { + "epoch": 2.3007789095266626, + "grad_norm": 6.084997177124023, + "learning_rate": 4.593588082901555e-06, + "loss": 0.0175, + "step": 3840 + }, + { + "epoch": 2.306770521270222, + "grad_norm": 1.329868197441101, + "learning_rate": 4.577396373056995e-06, + "loss": 0.0104, + "step": 3850 + }, + { + "epoch": 2.3127621330137806, + "grad_norm": 0.42435407638549805, + "learning_rate": 4.561204663212436e-06, + "loss": 0.0075, + "step": 3860 + }, + { + "epoch": 2.31875374475734, + "grad_norm": 0.8225539922714233, + "learning_rate": 4.545012953367876e-06, + "loss": 0.0084, + "step": 3870 + }, + { + "epoch": 2.3247453565008986, + "grad_norm": 1.0772991180419922, + "learning_rate": 4.528821243523316e-06, + "loss": 0.0098, + "step": 3880 + }, + { + "epoch": 2.330736968244458, + "grad_norm": 1.085127592086792, + "learning_rate": 4.512629533678756e-06, + "loss": 0.0092, + "step": 3890 + }, + { + "epoch": 2.3367285799880166, + "grad_norm": 1.8185174465179443, + "learning_rate": 4.496437823834197e-06, + "loss": 0.0095, + "step": 3900 + }, + { + "epoch": 2.342720191731576, + "grad_norm": 1.0053589344024658, + "learning_rate": 4.4802461139896375e-06, + "loss": 0.0144, + "step": 3910 + }, + { + "epoch": 2.3487118034751346, + "grad_norm": 2.0738162994384766, + "learning_rate": 4.464054404145078e-06, + "loss": 0.0166, + "step": 3920 + }, + { + "epoch": 2.354703415218694, + "grad_norm": 1.0764700174331665, + "learning_rate": 4.447862694300519e-06, + "loss": 0.0096, + "step": 3930 + }, + { + "epoch": 2.3606950269622526, + "grad_norm": 2.6137382984161377, + "learning_rate": 4.431670984455959e-06, + "loss": 0.0117, + "step": 3940 + }, + { + "epoch": 2.366686638705812, + "grad_norm": 1.5871500968933105, + "learning_rate": 4.4154792746114e-06, + "loss": 0.0085, + "step": 3950 + }, + { + "epoch": 2.372678250449371, + "grad_norm": 1.3385639190673828, + "learning_rate": 4.39928756476684e-06, + "loss": 0.0102, + "step": 3960 + }, + { + "epoch": 2.37866986219293, + "grad_norm": 1.6860779523849487, + "learning_rate": 4.38309585492228e-06, + "loss": 0.0136, + "step": 3970 + }, + { + "epoch": 2.384661473936489, + "grad_norm": 0.7180661559104919, + "learning_rate": 4.366904145077721e-06, + "loss": 0.0082, + "step": 3980 + }, + { + "epoch": 2.390653085680048, + "grad_norm": 2.4058666229248047, + "learning_rate": 4.350712435233161e-06, + "loss": 0.0119, + "step": 3990 + }, + { + "epoch": 2.396644697423607, + "grad_norm": 1.4926502704620361, + "learning_rate": 4.334520725388601e-06, + "loss": 0.0162, + "step": 4000 + }, + { + "epoch": 2.396644697423607, + "eval_loss": 0.028091730549931526, + "eval_runtime": 4824.2853, + "eval_samples_per_second": 2.767, + "eval_steps_per_second": 0.346, + "eval_wer": 2.031379968359076, + "step": 4000 + }, + { + "epoch": 2.402636309167166, + "grad_norm": 1.6941267251968384, + "learning_rate": 4.318329015544041e-06, + "loss": 0.0078, + "step": 4010 + }, + { + "epoch": 2.408627920910725, + "grad_norm": 1.3402225971221924, + "learning_rate": 4.302137305699482e-06, + "loss": 0.0101, + "step": 4020 + }, + { + "epoch": 2.414619532654284, + "grad_norm": 0.5281608700752258, + "learning_rate": 4.2859455958549225e-06, + "loss": 0.0131, + "step": 4030 + }, + { + "epoch": 2.420611144397843, + "grad_norm": 2.264026165008545, + "learning_rate": 4.2697538860103634e-06, + "loss": 0.0116, + "step": 4040 + }, + { + "epoch": 2.426602756141402, + "grad_norm": 1.3064323663711548, + "learning_rate": 4.2535621761658036e-06, + "loss": 0.0106, + "step": 4050 + }, + { + "epoch": 2.432594367884961, + "grad_norm": 2.6873083114624023, + "learning_rate": 4.237370466321244e-06, + "loss": 0.0096, + "step": 4060 + }, + { + "epoch": 2.4385859796285203, + "grad_norm": 1.4738309383392334, + "learning_rate": 4.221178756476685e-06, + "loss": 0.0113, + "step": 4070 + }, + { + "epoch": 2.444577591372079, + "grad_norm": 1.6955463886260986, + "learning_rate": 4.204987046632125e-06, + "loss": 0.0116, + "step": 4080 + }, + { + "epoch": 2.450569203115638, + "grad_norm": 1.9549095630645752, + "learning_rate": 4.188795336787565e-06, + "loss": 0.0075, + "step": 4090 + }, + { + "epoch": 2.456560814859197, + "grad_norm": 0.9251440763473511, + "learning_rate": 4.172603626943005e-06, + "loss": 0.0175, + "step": 4100 + }, + { + "epoch": 2.4625524266027563, + "grad_norm": 1.8292852640151978, + "learning_rate": 4.156411917098446e-06, + "loss": 0.0096, + "step": 4110 + }, + { + "epoch": 2.468544038346315, + "grad_norm": 1.5289655923843384, + "learning_rate": 4.140220207253887e-06, + "loss": 0.0099, + "step": 4120 + }, + { + "epoch": 2.4745356500898743, + "grad_norm": 1.8257941007614136, + "learning_rate": 4.124028497409327e-06, + "loss": 0.009, + "step": 4130 + }, + { + "epoch": 2.480527261833433, + "grad_norm": 0.9446517825126648, + "learning_rate": 4.107836787564767e-06, + "loss": 0.0086, + "step": 4140 + }, + { + "epoch": 2.4865188735769923, + "grad_norm": 0.4146974980831146, + "learning_rate": 4.091645077720207e-06, + "loss": 0.0083, + "step": 4150 + }, + { + "epoch": 2.492510485320551, + "grad_norm": 1.946299433708191, + "learning_rate": 4.075453367875648e-06, + "loss": 0.01, + "step": 4160 + }, + { + "epoch": 2.4985020970641103, + "grad_norm": 1.8347378969192505, + "learning_rate": 4.0592616580310885e-06, + "loss": 0.0143, + "step": 4170 + }, + { + "epoch": 2.5044937088076695, + "grad_norm": 1.665825366973877, + "learning_rate": 4.043069948186529e-06, + "loss": 0.0093, + "step": 4180 + }, + { + "epoch": 2.5104853205512283, + "grad_norm": 1.4112359285354614, + "learning_rate": 4.026878238341969e-06, + "loss": 0.0102, + "step": 4190 + }, + { + "epoch": 2.516476932294787, + "grad_norm": 1.356748342514038, + "learning_rate": 4.01068652849741e-06, + "loss": 0.0097, + "step": 4200 + }, + { + "epoch": 2.5224685440383463, + "grad_norm": 0.9731910228729248, + "learning_rate": 3.99449481865285e-06, + "loss": 0.0073, + "step": 4210 + }, + { + "epoch": 2.5284601557819055, + "grad_norm": 1.8419386148452759, + "learning_rate": 3.978303108808291e-06, + "loss": 0.0116, + "step": 4220 + }, + { + "epoch": 2.5344517675254643, + "grad_norm": 1.8927839994430542, + "learning_rate": 3.962111398963731e-06, + "loss": 0.0106, + "step": 4230 + }, + { + "epoch": 2.5404433792690235, + "grad_norm": 2.0282535552978516, + "learning_rate": 3.945919689119171e-06, + "loss": 0.0119, + "step": 4240 + }, + { + "epoch": 2.5464349910125823, + "grad_norm": 1.7558772563934326, + "learning_rate": 3.929727979274612e-06, + "loss": 0.0139, + "step": 4250 + }, + { + "epoch": 2.5524266027561415, + "grad_norm": 1.7342463731765747, + "learning_rate": 3.913536269430052e-06, + "loss": 0.0128, + "step": 4260 + }, + { + "epoch": 2.5584182144997003, + "grad_norm": 1.9559416770935059, + "learning_rate": 3.897344559585492e-06, + "loss": 0.009, + "step": 4270 + }, + { + "epoch": 2.5644098262432595, + "grad_norm": 1.2850106954574585, + "learning_rate": 3.8811528497409325e-06, + "loss": 0.0114, + "step": 4280 + }, + { + "epoch": 2.5704014379868183, + "grad_norm": 1.7029110193252563, + "learning_rate": 3.8649611398963735e-06, + "loss": 0.0087, + "step": 4290 + }, + { + "epoch": 2.5763930497303775, + "grad_norm": 0.5204328298568726, + "learning_rate": 3.848769430051814e-06, + "loss": 0.0103, + "step": 4300 + }, + { + "epoch": 2.5823846614739363, + "grad_norm": 1.2914999723434448, + "learning_rate": 3.832577720207254e-06, + "loss": 0.0094, + "step": 4310 + }, + { + "epoch": 2.5883762732174955, + "grad_norm": 1.0208795070648193, + "learning_rate": 3.816386010362695e-06, + "loss": 0.0111, + "step": 4320 + }, + { + "epoch": 2.5943678849610547, + "grad_norm": 1.2187551259994507, + "learning_rate": 3.8001943005181353e-06, + "loss": 0.0097, + "step": 4330 + }, + { + "epoch": 2.6003594967046135, + "grad_norm": 1.391621470451355, + "learning_rate": 3.7840025906735754e-06, + "loss": 0.0103, + "step": 4340 + }, + { + "epoch": 2.6063511084481723, + "grad_norm": 0.5924749970436096, + "learning_rate": 3.767810880829016e-06, + "loss": 0.01, + "step": 4350 + }, + { + "epoch": 2.6123427201917315, + "grad_norm": 1.4632152318954468, + "learning_rate": 3.751619170984456e-06, + "loss": 0.0088, + "step": 4360 + }, + { + "epoch": 2.6183343319352907, + "grad_norm": 0.8257956504821777, + "learning_rate": 3.7354274611398966e-06, + "loss": 0.0109, + "step": 4370 + }, + { + "epoch": 2.6243259436788495, + "grad_norm": 1.0845006704330444, + "learning_rate": 3.719235751295337e-06, + "loss": 0.0081, + "step": 4380 + }, + { + "epoch": 2.6303175554224087, + "grad_norm": 0.8061496019363403, + "learning_rate": 3.7030440414507773e-06, + "loss": 0.0108, + "step": 4390 + }, + { + "epoch": 2.6363091671659675, + "grad_norm": 1.314125418663025, + "learning_rate": 3.686852331606218e-06, + "loss": 0.0123, + "step": 4400 + }, + { + "epoch": 2.6423007789095267, + "grad_norm": 0.8642023205757141, + "learning_rate": 3.6706606217616584e-06, + "loss": 0.0119, + "step": 4410 + }, + { + "epoch": 2.6482923906530855, + "grad_norm": 0.5751823782920837, + "learning_rate": 3.654468911917099e-06, + "loss": 0.007, + "step": 4420 + }, + { + "epoch": 2.6542840023966447, + "grad_norm": 2.3470287322998047, + "learning_rate": 3.638277202072539e-06, + "loss": 0.0128, + "step": 4430 + }, + { + "epoch": 2.660275614140204, + "grad_norm": 1.6865290403366089, + "learning_rate": 3.6220854922279797e-06, + "loss": 0.0109, + "step": 4440 + }, + { + "epoch": 2.6662672258837627, + "grad_norm": 0.8434157371520996, + "learning_rate": 3.6058937823834202e-06, + "loss": 0.0081, + "step": 4450 + }, + { + "epoch": 2.6722588376273215, + "grad_norm": 0.8960549831390381, + "learning_rate": 3.5897020725388604e-06, + "loss": 0.0105, + "step": 4460 + }, + { + "epoch": 2.6782504493708807, + "grad_norm": 1.3118284940719604, + "learning_rate": 3.573510362694301e-06, + "loss": 0.0119, + "step": 4470 + }, + { + "epoch": 2.68424206111444, + "grad_norm": 0.5671843886375427, + "learning_rate": 3.557318652849741e-06, + "loss": 0.0094, + "step": 4480 + }, + { + "epoch": 2.6902336728579987, + "grad_norm": 1.562156319618225, + "learning_rate": 3.5411269430051816e-06, + "loss": 0.012, + "step": 4490 + }, + { + "epoch": 2.696225284601558, + "grad_norm": 0.6534112691879272, + "learning_rate": 3.5249352331606217e-06, + "loss": 0.0162, + "step": 4500 + }, + { + "epoch": 2.7022168963451167, + "grad_norm": 1.0599844455718994, + "learning_rate": 3.5087435233160627e-06, + "loss": 0.0094, + "step": 4510 + }, + { + "epoch": 2.708208508088676, + "grad_norm": 0.5087442398071289, + "learning_rate": 3.4925518134715033e-06, + "loss": 0.0121, + "step": 4520 + }, + { + "epoch": 2.7142001198322347, + "grad_norm": 1.2679471969604492, + "learning_rate": 3.4763601036269434e-06, + "loss": 0.0101, + "step": 4530 + }, + { + "epoch": 2.720191731575794, + "grad_norm": 2.700209379196167, + "learning_rate": 3.460168393782384e-06, + "loss": 0.0102, + "step": 4540 + }, + { + "epoch": 2.7261833433193527, + "grad_norm": 1.5533713102340698, + "learning_rate": 3.443976683937824e-06, + "loss": 0.0107, + "step": 4550 + }, + { + "epoch": 2.732174955062912, + "grad_norm": 0.9379343390464783, + "learning_rate": 3.4277849740932646e-06, + "loss": 0.0095, + "step": 4560 + }, + { + "epoch": 2.7381665668064707, + "grad_norm": 2.140592575073242, + "learning_rate": 3.4115932642487048e-06, + "loss": 0.0098, + "step": 4570 + }, + { + "epoch": 2.74415817855003, + "grad_norm": 1.169646143913269, + "learning_rate": 3.3954015544041453e-06, + "loss": 0.0085, + "step": 4580 + }, + { + "epoch": 2.750149790293589, + "grad_norm": 0.7018334865570068, + "learning_rate": 3.3792098445595854e-06, + "loss": 0.0099, + "step": 4590 + }, + { + "epoch": 2.756141402037148, + "grad_norm": 2.107804775238037, + "learning_rate": 3.363018134715026e-06, + "loss": 0.0103, + "step": 4600 + }, + { + "epoch": 2.7621330137807067, + "grad_norm": 1.43622624874115, + "learning_rate": 3.346826424870467e-06, + "loss": 0.0087, + "step": 4610 + }, + { + "epoch": 2.768124625524266, + "grad_norm": 1.502923846244812, + "learning_rate": 3.330634715025907e-06, + "loss": 0.011, + "step": 4620 + }, + { + "epoch": 2.774116237267825, + "grad_norm": 1.7550749778747559, + "learning_rate": 3.3144430051813477e-06, + "loss": 0.0154, + "step": 4630 + }, + { + "epoch": 2.780107849011384, + "grad_norm": 1.826146125793457, + "learning_rate": 3.2982512953367878e-06, + "loss": 0.0117, + "step": 4640 + }, + { + "epoch": 2.786099460754943, + "grad_norm": 1.9726802110671997, + "learning_rate": 3.2820595854922283e-06, + "loss": 0.0108, + "step": 4650 + }, + { + "epoch": 2.792091072498502, + "grad_norm": 1.804656744003296, + "learning_rate": 3.2658678756476685e-06, + "loss": 0.0094, + "step": 4660 + }, + { + "epoch": 2.798082684242061, + "grad_norm": 0.8989260792732239, + "learning_rate": 3.249676165803109e-06, + "loss": 0.0118, + "step": 4670 + }, + { + "epoch": 2.80407429598562, + "grad_norm": 0.6879564523696899, + "learning_rate": 3.233484455958549e-06, + "loss": 0.0095, + "step": 4680 + }, + { + "epoch": 2.810065907729179, + "grad_norm": 3.1088714599609375, + "learning_rate": 3.2172927461139897e-06, + "loss": 0.0114, + "step": 4690 + }, + { + "epoch": 2.8160575194727384, + "grad_norm": 1.4156396389007568, + "learning_rate": 3.2011010362694307e-06, + "loss": 0.0094, + "step": 4700 + }, + { + "epoch": 2.822049131216297, + "grad_norm": 1.6527442932128906, + "learning_rate": 3.184909326424871e-06, + "loss": 0.0127, + "step": 4710 + }, + { + "epoch": 2.828040742959856, + "grad_norm": 2.5836308002471924, + "learning_rate": 3.1687176165803114e-06, + "loss": 0.0093, + "step": 4720 + }, + { + "epoch": 2.834032354703415, + "grad_norm": 0.9800975322723389, + "learning_rate": 3.1525259067357515e-06, + "loss": 0.0093, + "step": 4730 + }, + { + "epoch": 2.8400239664469744, + "grad_norm": 1.5359934568405151, + "learning_rate": 3.136334196891192e-06, + "loss": 0.0096, + "step": 4740 + }, + { + "epoch": 2.846015578190533, + "grad_norm": 0.9235589504241943, + "learning_rate": 3.120142487046632e-06, + "loss": 0.0087, + "step": 4750 + }, + { + "epoch": 2.8520071899340924, + "grad_norm": 0.276102751493454, + "learning_rate": 3.1039507772020727e-06, + "loss": 0.0103, + "step": 4760 + }, + { + "epoch": 2.857998801677651, + "grad_norm": 1.072479009628296, + "learning_rate": 3.087759067357513e-06, + "loss": 0.0109, + "step": 4770 + }, + { + "epoch": 2.8639904134212104, + "grad_norm": 0.30748701095581055, + "learning_rate": 3.0715673575129534e-06, + "loss": 0.0105, + "step": 4780 + }, + { + "epoch": 2.869982025164769, + "grad_norm": 1.4529056549072266, + "learning_rate": 3.055375647668394e-06, + "loss": 0.0081, + "step": 4790 + }, + { + "epoch": 2.8759736369083284, + "grad_norm": 0.8904408812522888, + "learning_rate": 3.0391839378238345e-06, + "loss": 0.0063, + "step": 4800 + }, + { + "epoch": 2.8819652486518876, + "grad_norm": 1.0053412914276123, + "learning_rate": 3.022992227979275e-06, + "loss": 0.0074, + "step": 4810 + }, + { + "epoch": 2.8879568603954464, + "grad_norm": 1.1586447954177856, + "learning_rate": 3.0068005181347152e-06, + "loss": 0.0108, + "step": 4820 + }, + { + "epoch": 2.893948472139005, + "grad_norm": 0.35142049193382263, + "learning_rate": 2.9906088082901558e-06, + "loss": 0.0121, + "step": 4830 + }, + { + "epoch": 2.8999400838825644, + "grad_norm": 0.6938487887382507, + "learning_rate": 2.9744170984455963e-06, + "loss": 0.0065, + "step": 4840 + }, + { + "epoch": 2.9059316956261236, + "grad_norm": 0.7269591093063354, + "learning_rate": 2.9582253886010365e-06, + "loss": 0.0087, + "step": 4850 + }, + { + "epoch": 2.9119233073696824, + "grad_norm": 0.7914448976516724, + "learning_rate": 2.942033678756477e-06, + "loss": 0.0121, + "step": 4860 + }, + { + "epoch": 2.917914919113241, + "grad_norm": 1.7493529319763184, + "learning_rate": 2.925841968911917e-06, + "loss": 0.0076, + "step": 4870 + }, + { + "epoch": 2.9239065308568004, + "grad_norm": 1.1263381242752075, + "learning_rate": 2.9096502590673577e-06, + "loss": 0.0076, + "step": 4880 + }, + { + "epoch": 2.9298981426003596, + "grad_norm": 0.5138715505599976, + "learning_rate": 2.893458549222798e-06, + "loss": 0.0075, + "step": 4890 + }, + { + "epoch": 2.9358897543439184, + "grad_norm": 1.6166647672653198, + "learning_rate": 2.877266839378239e-06, + "loss": 0.0097, + "step": 4900 + }, + { + "epoch": 2.9418813660874776, + "grad_norm": 1.124442219734192, + "learning_rate": 2.8610751295336794e-06, + "loss": 0.0081, + "step": 4910 + }, + { + "epoch": 2.9478729778310364, + "grad_norm": 1.6605931520462036, + "learning_rate": 2.8448834196891195e-06, + "loss": 0.0119, + "step": 4920 + }, + { + "epoch": 2.9538645895745956, + "grad_norm": 0.45472681522369385, + "learning_rate": 2.82869170984456e-06, + "loss": 0.015, + "step": 4930 + }, + { + "epoch": 2.9598562013181544, + "grad_norm": 1.1341872215270996, + "learning_rate": 2.8125e-06, + "loss": 0.0107, + "step": 4940 + }, + { + "epoch": 2.9658478130617136, + "grad_norm": 1.1641947031021118, + "learning_rate": 2.7963082901554407e-06, + "loss": 0.0121, + "step": 4950 + }, + { + "epoch": 2.971839424805273, + "grad_norm": 1.928467035293579, + "learning_rate": 2.780116580310881e-06, + "loss": 0.009, + "step": 4960 + }, + { + "epoch": 2.9778310365488316, + "grad_norm": 0.6145504117012024, + "learning_rate": 2.7639248704663214e-06, + "loss": 0.0099, + "step": 4970 + }, + { + "epoch": 2.9838226482923904, + "grad_norm": 1.6045176982879639, + "learning_rate": 2.7477331606217615e-06, + "loss": 0.0139, + "step": 4980 + }, + { + "epoch": 2.9898142600359496, + "grad_norm": 1.8572264909744263, + "learning_rate": 2.7315414507772025e-06, + "loss": 0.0092, + "step": 4990 + }, + { + "epoch": 2.995805871779509, + "grad_norm": 0.7941797375679016, + "learning_rate": 2.715349740932643e-06, + "loss": 0.0089, + "step": 5000 + }, + { + "epoch": 3.0017974835230676, + "grad_norm": 0.1768355667591095, + "learning_rate": 2.699158031088083e-06, + "loss": 0.0106, + "step": 5010 + }, + { + "epoch": 3.007789095266627, + "grad_norm": 0.34053680300712585, + "learning_rate": 2.6829663212435238e-06, + "loss": 0.0039, + "step": 5020 + }, + { + "epoch": 3.0137807070101856, + "grad_norm": 0.35552066564559937, + "learning_rate": 2.666774611398964e-06, + "loss": 0.0027, + "step": 5030 + }, + { + "epoch": 3.019772318753745, + "grad_norm": 0.289671391248703, + "learning_rate": 2.6505829015544044e-06, + "loss": 0.003, + "step": 5040 + }, + { + "epoch": 3.0257639304973036, + "grad_norm": 0.47817885875701904, + "learning_rate": 2.6343911917098446e-06, + "loss": 0.0037, + "step": 5050 + }, + { + "epoch": 3.031755542240863, + "grad_norm": 0.28214651346206665, + "learning_rate": 2.618199481865285e-06, + "loss": 0.0027, + "step": 5060 + }, + { + "epoch": 3.0377471539844216, + "grad_norm": 0.34519505500793457, + "learning_rate": 2.6020077720207253e-06, + "loss": 0.0048, + "step": 5070 + }, + { + "epoch": 3.043738765727981, + "grad_norm": 0.39826449751853943, + "learning_rate": 2.585816062176166e-06, + "loss": 0.0041, + "step": 5080 + }, + { + "epoch": 3.0497303774715396, + "grad_norm": 0.3142577111721039, + "learning_rate": 2.569624352331607e-06, + "loss": 0.0041, + "step": 5090 + }, + { + "epoch": 3.055721989215099, + "grad_norm": 0.2117956429719925, + "learning_rate": 2.553432642487047e-06, + "loss": 0.0028, + "step": 5100 + }, + { + "epoch": 3.061713600958658, + "grad_norm": 0.21606473624706268, + "learning_rate": 2.5372409326424875e-06, + "loss": 0.0018, + "step": 5110 + }, + { + "epoch": 3.067705212702217, + "grad_norm": 0.09918711334466934, + "learning_rate": 2.5210492227979276e-06, + "loss": 0.0026, + "step": 5120 + }, + { + "epoch": 3.073696824445776, + "grad_norm": 0.12298409640789032, + "learning_rate": 2.504857512953368e-06, + "loss": 0.0025, + "step": 5130 + }, + { + "epoch": 3.079688436189335, + "grad_norm": 0.5131508111953735, + "learning_rate": 2.4886658031088083e-06, + "loss": 0.0026, + "step": 5140 + }, + { + "epoch": 3.085680047932894, + "grad_norm": 0.43076765537261963, + "learning_rate": 2.472474093264249e-06, + "loss": 0.0044, + "step": 5150 + }, + { + "epoch": 3.091671659676453, + "grad_norm": 0.2750474810600281, + "learning_rate": 2.4562823834196894e-06, + "loss": 0.0019, + "step": 5160 + }, + { + "epoch": 3.097663271420012, + "grad_norm": 0.2277926802635193, + "learning_rate": 2.44009067357513e-06, + "loss": 0.0026, + "step": 5170 + }, + { + "epoch": 3.103654883163571, + "grad_norm": 0.29656535387039185, + "learning_rate": 2.42389896373057e-06, + "loss": 0.0029, + "step": 5180 + }, + { + "epoch": 3.10964649490713, + "grad_norm": 0.17487123608589172, + "learning_rate": 2.4077072538860106e-06, + "loss": 0.0023, + "step": 5190 + }, + { + "epoch": 3.115638106650689, + "grad_norm": 0.3185974955558777, + "learning_rate": 2.3915155440414508e-06, + "loss": 0.0028, + "step": 5200 + }, + { + "epoch": 3.121629718394248, + "grad_norm": 0.42135900259017944, + "learning_rate": 2.3753238341968913e-06, + "loss": 0.0027, + "step": 5210 + }, + { + "epoch": 3.1276213301378073, + "grad_norm": 0.2360919862985611, + "learning_rate": 2.359132124352332e-06, + "loss": 0.0024, + "step": 5220 + }, + { + "epoch": 3.133612941881366, + "grad_norm": 0.21785879135131836, + "learning_rate": 2.342940414507772e-06, + "loss": 0.0016, + "step": 5230 + }, + { + "epoch": 3.1396045536249253, + "grad_norm": 0.16767416894435883, + "learning_rate": 2.3267487046632126e-06, + "loss": 0.0035, + "step": 5240 + }, + { + "epoch": 3.145596165368484, + "grad_norm": 0.5397895574569702, + "learning_rate": 2.310556994818653e-06, + "loss": 0.0033, + "step": 5250 + }, + { + "epoch": 3.1515877771120433, + "grad_norm": 0.30774328112602234, + "learning_rate": 2.2943652849740937e-06, + "loss": 0.0029, + "step": 5260 + }, + { + "epoch": 3.157579388855602, + "grad_norm": 0.6457645297050476, + "learning_rate": 2.278173575129534e-06, + "loss": 0.0033, + "step": 5270 + }, + { + "epoch": 3.1635710005991613, + "grad_norm": 0.19459593296051025, + "learning_rate": 2.2619818652849744e-06, + "loss": 0.0037, + "step": 5280 + }, + { + "epoch": 3.16956261234272, + "grad_norm": 0.28499457240104675, + "learning_rate": 2.2457901554404145e-06, + "loss": 0.0036, + "step": 5290 + }, + { + "epoch": 3.1755542240862793, + "grad_norm": 0.1872144639492035, + "learning_rate": 2.229598445595855e-06, + "loss": 0.0029, + "step": 5300 + }, + { + "epoch": 3.181545835829838, + "grad_norm": 0.1760193556547165, + "learning_rate": 2.2134067357512956e-06, + "loss": 0.0032, + "step": 5310 + }, + { + "epoch": 3.1875374475733973, + "grad_norm": 1.5843597650527954, + "learning_rate": 2.197215025906736e-06, + "loss": 0.0053, + "step": 5320 + }, + { + "epoch": 3.193529059316956, + "grad_norm": 0.2119935303926468, + "learning_rate": 2.1810233160621763e-06, + "loss": 0.0027, + "step": 5330 + }, + { + "epoch": 3.1995206710605153, + "grad_norm": 0.8417574763298035, + "learning_rate": 2.164831606217617e-06, + "loss": 0.0035, + "step": 5340 + }, + { + "epoch": 3.205512282804074, + "grad_norm": 0.14911438524723053, + "learning_rate": 2.148639896373057e-06, + "loss": 0.0028, + "step": 5350 + }, + { + "epoch": 3.2115038945476333, + "grad_norm": 0.2696787416934967, + "learning_rate": 2.1324481865284975e-06, + "loss": 0.0036, + "step": 5360 + }, + { + "epoch": 3.2174955062911925, + "grad_norm": 1.2951834201812744, + "learning_rate": 2.116256476683938e-06, + "loss": 0.0031, + "step": 5370 + }, + { + "epoch": 3.2234871180347513, + "grad_norm": 0.3151995539665222, + "learning_rate": 2.100064766839378e-06, + "loss": 0.0021, + "step": 5380 + }, + { + "epoch": 3.2294787297783105, + "grad_norm": 0.18740902841091156, + "learning_rate": 2.0838730569948188e-06, + "loss": 0.0038, + "step": 5390 + }, + { + "epoch": 3.2354703415218693, + "grad_norm": 0.22964604198932648, + "learning_rate": 2.0676813471502593e-06, + "loss": 0.0023, + "step": 5400 + }, + { + "epoch": 3.2414619532654285, + "grad_norm": 0.18690788745880127, + "learning_rate": 2.0514896373057e-06, + "loss": 0.0023, + "step": 5410 + }, + { + "epoch": 3.2474535650089873, + "grad_norm": 0.3963768780231476, + "learning_rate": 2.03529792746114e-06, + "loss": 0.0023, + "step": 5420 + }, + { + "epoch": 3.2534451767525465, + "grad_norm": 0.18004104495048523, + "learning_rate": 2.0191062176165806e-06, + "loss": 0.002, + "step": 5430 + }, + { + "epoch": 3.2594367884961053, + "grad_norm": 0.40362900495529175, + "learning_rate": 2.0029145077720207e-06, + "loss": 0.0028, + "step": 5440 + }, + { + "epoch": 3.2654284002396645, + "grad_norm": 1.1446609497070312, + "learning_rate": 1.9867227979274612e-06, + "loss": 0.0045, + "step": 5450 + }, + { + "epoch": 3.2714200119832233, + "grad_norm": 0.6077856421470642, + "learning_rate": 1.970531088082902e-06, + "loss": 0.0049, + "step": 5460 + }, + { + "epoch": 3.2774116237267825, + "grad_norm": 0.4644009470939636, + "learning_rate": 1.954339378238342e-06, + "loss": 0.0025, + "step": 5470 + }, + { + "epoch": 3.2834032354703417, + "grad_norm": 0.1707988828420639, + "learning_rate": 1.9381476683937825e-06, + "loss": 0.0039, + "step": 5480 + }, + { + "epoch": 3.2893948472139005, + "grad_norm": 0.14093299210071564, + "learning_rate": 1.921955958549223e-06, + "loss": 0.0026, + "step": 5490 + }, + { + "epoch": 3.2953864589574597, + "grad_norm": 0.14803093671798706, + "learning_rate": 1.9057642487046634e-06, + "loss": 0.003, + "step": 5500 + }, + { + "epoch": 3.3013780707010185, + "grad_norm": 0.1931457668542862, + "learning_rate": 1.889572538860104e-06, + "loss": 0.0032, + "step": 5510 + }, + { + "epoch": 3.3073696824445777, + "grad_norm": 0.13468466699123383, + "learning_rate": 1.8733808290155443e-06, + "loss": 0.0021, + "step": 5520 + }, + { + "epoch": 3.3133612941881365, + "grad_norm": 0.1815997213125229, + "learning_rate": 1.8571891191709846e-06, + "loss": 0.0025, + "step": 5530 + }, + { + "epoch": 3.3193529059316957, + "grad_norm": 0.334640771150589, + "learning_rate": 1.840997409326425e-06, + "loss": 0.0032, + "step": 5540 + }, + { + "epoch": 3.3253445176752545, + "grad_norm": 0.1825876235961914, + "learning_rate": 1.8248056994818655e-06, + "loss": 0.0024, + "step": 5550 + }, + { + "epoch": 3.3313361294188137, + "grad_norm": 0.4397142231464386, + "learning_rate": 1.8086139896373059e-06, + "loss": 0.003, + "step": 5560 + }, + { + "epoch": 3.3373277411623725, + "grad_norm": 0.3211234509944916, + "learning_rate": 1.7924222797927462e-06, + "loss": 0.0016, + "step": 5570 + }, + { + "epoch": 3.3433193529059317, + "grad_norm": 0.27260443568229675, + "learning_rate": 1.7762305699481865e-06, + "loss": 0.0025, + "step": 5580 + }, + { + "epoch": 3.349310964649491, + "grad_norm": 0.5644561052322388, + "learning_rate": 1.7600388601036269e-06, + "loss": 0.0035, + "step": 5590 + }, + { + "epoch": 3.3553025763930497, + "grad_norm": 0.2065039575099945, + "learning_rate": 1.7438471502590676e-06, + "loss": 0.0026, + "step": 5600 + }, + { + "epoch": 3.3612941881366085, + "grad_norm": 0.23062218725681305, + "learning_rate": 1.727655440414508e-06, + "loss": 0.0023, + "step": 5610 + }, + { + "epoch": 3.3672857998801677, + "grad_norm": 0.19360890984535217, + "learning_rate": 1.7114637305699483e-06, + "loss": 0.0019, + "step": 5620 + }, + { + "epoch": 3.373277411623727, + "grad_norm": 0.14503487944602966, + "learning_rate": 1.6952720207253887e-06, + "loss": 0.0029, + "step": 5630 + }, + { + "epoch": 3.3792690233672857, + "grad_norm": 0.6343557834625244, + "learning_rate": 1.6790803108808292e-06, + "loss": 0.0024, + "step": 5640 + }, + { + "epoch": 3.385260635110845, + "grad_norm": 0.1899099200963974, + "learning_rate": 1.6628886010362696e-06, + "loss": 0.002, + "step": 5650 + }, + { + "epoch": 3.3912522468544037, + "grad_norm": 0.11445264518260956, + "learning_rate": 1.64669689119171e-06, + "loss": 0.002, + "step": 5660 + }, + { + "epoch": 3.397243858597963, + "grad_norm": 0.2253667116165161, + "learning_rate": 1.6305051813471503e-06, + "loss": 0.0053, + "step": 5670 + }, + { + "epoch": 3.4032354703415217, + "grad_norm": 0.17985133826732635, + "learning_rate": 1.6143134715025908e-06, + "loss": 0.0032, + "step": 5680 + }, + { + "epoch": 3.409227082085081, + "grad_norm": 1.3421351909637451, + "learning_rate": 1.5981217616580314e-06, + "loss": 0.0031, + "step": 5690 + }, + { + "epoch": 3.4152186938286397, + "grad_norm": 0.2474287450313568, + "learning_rate": 1.5819300518134717e-06, + "loss": 0.0026, + "step": 5700 + }, + { + "epoch": 3.421210305572199, + "grad_norm": 3.9031786918640137, + "learning_rate": 1.565738341968912e-06, + "loss": 0.0042, + "step": 5710 + }, + { + "epoch": 3.4272019173157577, + "grad_norm": 0.2293621450662613, + "learning_rate": 1.5495466321243524e-06, + "loss": 0.0022, + "step": 5720 + }, + { + "epoch": 3.433193529059317, + "grad_norm": 0.34794846177101135, + "learning_rate": 1.5333549222797927e-06, + "loss": 0.0036, + "step": 5730 + }, + { + "epoch": 3.439185140802876, + "grad_norm": 0.5763067603111267, + "learning_rate": 1.5171632124352335e-06, + "loss": 0.0035, + "step": 5740 + }, + { + "epoch": 3.445176752546435, + "grad_norm": 0.18455998599529266, + "learning_rate": 1.5009715025906738e-06, + "loss": 0.0022, + "step": 5750 + }, + { + "epoch": 3.451168364289994, + "grad_norm": 0.21217899024486542, + "learning_rate": 1.4847797927461142e-06, + "loss": 0.0043, + "step": 5760 + }, + { + "epoch": 3.457159976033553, + "grad_norm": 0.25549477338790894, + "learning_rate": 1.4685880829015545e-06, + "loss": 0.0025, + "step": 5770 + }, + { + "epoch": 3.463151587777112, + "grad_norm": 0.39118197560310364, + "learning_rate": 1.4523963730569949e-06, + "loss": 0.0027, + "step": 5780 + }, + { + "epoch": 3.469143199520671, + "grad_norm": 0.6235507726669312, + "learning_rate": 1.4362046632124354e-06, + "loss": 0.0026, + "step": 5790 + }, + { + "epoch": 3.47513481126423, + "grad_norm": 0.16387909650802612, + "learning_rate": 1.4200129533678758e-06, + "loss": 0.0035, + "step": 5800 + }, + { + "epoch": 3.481126423007789, + "grad_norm": 0.7773973941802979, + "learning_rate": 1.4038212435233161e-06, + "loss": 0.0034, + "step": 5810 + }, + { + "epoch": 3.487118034751348, + "grad_norm": 0.2718408703804016, + "learning_rate": 1.3876295336787565e-06, + "loss": 0.0025, + "step": 5820 + }, + { + "epoch": 3.493109646494907, + "grad_norm": 0.7201581597328186, + "learning_rate": 1.3714378238341968e-06, + "loss": 0.0027, + "step": 5830 + }, + { + "epoch": 3.499101258238466, + "grad_norm": 0.25421056151390076, + "learning_rate": 1.3552461139896376e-06, + "loss": 0.0048, + "step": 5840 + }, + { + "epoch": 3.5050928699820254, + "grad_norm": 0.6171629428863525, + "learning_rate": 1.339054404145078e-06, + "loss": 0.0041, + "step": 5850 + }, + { + "epoch": 3.511084481725584, + "grad_norm": 0.13500405848026276, + "learning_rate": 1.3228626943005182e-06, + "loss": 0.0024, + "step": 5860 + }, + { + "epoch": 3.517076093469143, + "grad_norm": 0.2934102714061737, + "learning_rate": 1.3066709844559586e-06, + "loss": 0.0028, + "step": 5870 + }, + { + "epoch": 3.523067705212702, + "grad_norm": 0.2204686999320984, + "learning_rate": 1.290479274611399e-06, + "loss": 0.0023, + "step": 5880 + }, + { + "epoch": 3.5290593169562614, + "grad_norm": 0.2993859052658081, + "learning_rate": 1.2742875647668395e-06, + "loss": 0.0033, + "step": 5890 + }, + { + "epoch": 3.53505092869982, + "grad_norm": 0.21279947459697723, + "learning_rate": 1.2580958549222798e-06, + "loss": 0.002, + "step": 5900 + }, + { + "epoch": 3.5410425404433794, + "grad_norm": 0.20848390460014343, + "learning_rate": 1.2419041450777204e-06, + "loss": 0.002, + "step": 5910 + }, + { + "epoch": 3.547034152186938, + "grad_norm": 0.41110262274742126, + "learning_rate": 1.2257124352331607e-06, + "loss": 0.0035, + "step": 5920 + }, + { + "epoch": 3.5530257639304974, + "grad_norm": 0.21092066168785095, + "learning_rate": 1.209520725388601e-06, + "loss": 0.0019, + "step": 5930 + }, + { + "epoch": 3.559017375674056, + "grad_norm": 0.2473544329404831, + "learning_rate": 1.1933290155440414e-06, + "loss": 0.0036, + "step": 5940 + }, + { + "epoch": 3.5650089874176154, + "grad_norm": 0.16353699564933777, + "learning_rate": 1.177137305699482e-06, + "loss": 0.0025, + "step": 5950 + }, + { + "epoch": 3.5710005991611746, + "grad_norm": 0.12036058306694031, + "learning_rate": 1.1609455958549223e-06, + "loss": 0.0027, + "step": 5960 + }, + { + "epoch": 3.5769922109047334, + "grad_norm": 0.1448412388563156, + "learning_rate": 1.1447538860103629e-06, + "loss": 0.0034, + "step": 5970 + }, + { + "epoch": 3.582983822648292, + "grad_norm": 0.6672219634056091, + "learning_rate": 1.1285621761658032e-06, + "loss": 0.0023, + "step": 5980 + }, + { + "epoch": 3.5889754343918514, + "grad_norm": 0.20079953968524933, + "learning_rate": 1.1123704663212438e-06, + "loss": 0.0029, + "step": 5990 + }, + { + "epoch": 3.5949670461354106, + "grad_norm": 0.49300870299339294, + "learning_rate": 1.096178756476684e-06, + "loss": 0.0019, + "step": 6000 + }, + { + "epoch": 3.5949670461354106, + "eval_loss": 0.024242060258984566, + "eval_runtime": 4867.1869, + "eval_samples_per_second": 2.743, + "eval_steps_per_second": 0.343, + "eval_wer": 1.6195586580333698, + "step": 6000 + } + ], + "logging_steps": 10, + "max_steps": 6676, + "num_input_tokens_seen": 0, + "num_train_epochs": 4, + "save_steps": 2000, + "stateful_callbacks": { + "TrainerControl": { + "args": { + "should_epoch_stop": false, + "should_evaluate": false, + "should_log": false, + "should_save": true, + "should_training_stop": false + }, + "attributes": {} + } + }, + "total_flos": 5.540147081183232e+19, + "train_batch_size": 16, + "trial_name": null, + "trial_params": null +}