diff --git "a/trainer_state.json" "b/trainer_state.json" --- "a/trainer_state.json" +++ "b/trainer_state.json" @@ -1,3019 +1,2227 @@ { - "best_metric": 1.2707958221435547, - "best_model_checkpoint": "./vit-base-beans/checkpoint-2600", - "epoch": 3.9608269858541894, - "global_step": 3640, + "best_metric": 0.4305761158466339, + "best_model_checkpoint": "./vit-base-beans/checkpoint-2680", + "epoch": 1.9734904270986746, + "global_step": 2680, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.01, - "learning_rate": 0.00019945593035908596, - "loss": 2.9646, + "learning_rate": 0.00019926362297496318, + "loss": 2.073, "step": 10 }, { - "epoch": 0.02, - "learning_rate": 0.00019891186071817194, - "loss": 2.8629, + "epoch": 0.01, + "learning_rate": 0.00019852724594992638, + "loss": 1.5903, "step": 20 }, { - "epoch": 0.03, - "learning_rate": 0.0001983677910772579, - "loss": 2.8738, + "epoch": 0.02, + "learning_rate": 0.00019779086892488955, + "loss": 1.4651, "step": 30 }, { - "epoch": 0.04, - "learning_rate": 0.00019782372143634387, - "loss": 2.7533, + "epoch": 0.03, + "learning_rate": 0.00019705449189985275, + "loss": 1.2028, "step": 40 }, { - "epoch": 0.04, - "eval_accuracy": 0.235038084874864, - "eval_loss": 2.7046968936920166, - "eval_runtime": 30.8039, - "eval_samples_per_second": 59.668, - "eval_steps_per_second": 7.467, + "epoch": 0.03, + "eval_accuracy": 0.5852670349907919, + "eval_loss": 1.2089080810546875, + "eval_runtime": 48.3873, + "eval_samples_per_second": 56.11, + "eval_steps_per_second": 7.027, "step": 40 }, { - "epoch": 0.05, - "learning_rate": 0.00019727965179542982, - "loss": 2.6376, + "epoch": 0.04, + "learning_rate": 0.00019631811487481592, + "loss": 1.1103, "step": 50 }, { - "epoch": 0.07, - "learning_rate": 0.0001967355821545158, - "loss": 2.7082, + "epoch": 0.04, + "learning_rate": 0.0001955817378497791, + "loss": 1.2374, "step": 60 }, { - "epoch": 0.08, - "learning_rate": 0.00019619151251360175, - "loss": 2.7173, + "epoch": 0.05, + "learning_rate": 0.00019484536082474229, + "loss": 1.1704, "step": 70 }, { - "epoch": 0.09, - "learning_rate": 0.0001956474428726877, - "loss": 2.6307, + "epoch": 0.06, + "learning_rate": 0.00019410898379970546, + "loss": 1.0396, "step": 80 }, { - "epoch": 0.09, - "eval_accuracy": 0.26550598476605003, - "eval_loss": 2.542313575744629, - "eval_runtime": 31.8198, - "eval_samples_per_second": 57.763, - "eval_steps_per_second": 7.228, + "epoch": 0.06, + "eval_accuracy": 0.6504604051565378, + "eval_loss": 1.0024482011795044, + "eval_runtime": 49.385, + "eval_samples_per_second": 54.976, + "eval_steps_per_second": 6.885, "step": 80 }, { - "epoch": 0.1, - "learning_rate": 0.00019510337323177369, - "loss": 2.4765, + "epoch": 0.07, + "learning_rate": 0.00019337260677466863, + "loss": 0.9898, "step": 90 }, { - "epoch": 0.11, - "learning_rate": 0.00019455930359085964, - "loss": 2.4156, + "epoch": 0.07, + "learning_rate": 0.00019263622974963183, + "loss": 0.9049, "step": 100 }, { - "epoch": 0.12, - "learning_rate": 0.00019401523394994562, - "loss": 2.4868, + "epoch": 0.08, + "learning_rate": 0.000191899852724595, + "loss": 1.0411, "step": 110 }, { - "epoch": 0.13, - "learning_rate": 0.00019347116430903157, - "loss": 2.4875, + "epoch": 0.09, + "learning_rate": 0.0001911634756995582, + "loss": 1.031, "step": 120 }, { - "epoch": 0.13, - "eval_accuracy": 0.25081610446137104, - "eval_loss": 2.5568594932556152, - "eval_runtime": 34.0995, - "eval_samples_per_second": 53.901, - "eval_steps_per_second": 6.745, + "epoch": 0.09, + "eval_accuracy": 0.6088397790055249, + "eval_loss": 1.0570313930511475, + "eval_runtime": 52.8083, + "eval_samples_per_second": 51.412, + "eval_steps_per_second": 6.438, "step": 120 }, { - "epoch": 0.14, - "learning_rate": 0.00019292709466811755, - "loss": 2.5076, + "epoch": 0.1, + "learning_rate": 0.00019042709867452136, + "loss": 0.9189, "step": 130 }, { - "epoch": 0.15, - "learning_rate": 0.0001923830250272035, - "loss": 2.5709, + "epoch": 0.1, + "learning_rate": 0.00018969072164948454, + "loss": 1.0785, "step": 140 }, { - "epoch": 0.16, - "learning_rate": 0.00019183895538628948, - "loss": 2.4629, + "epoch": 0.11, + "learning_rate": 0.00018895434462444773, + "loss": 0.9283, "step": 150 }, { - "epoch": 0.17, - "learning_rate": 0.00019129488574537543, - "loss": 2.4422, + "epoch": 0.12, + "learning_rate": 0.0001882179675994109, + "loss": 0.94, "step": 160 }, { - "epoch": 0.17, - "eval_accuracy": 0.2867247007616975, - "eval_loss": 2.414120674133301, - "eval_runtime": 31.6836, - "eval_samples_per_second": 58.011, - "eval_steps_per_second": 7.259, + "epoch": 0.12, + "eval_accuracy": 0.6386740331491713, + "eval_loss": 0.9433544278144836, + "eval_runtime": 51.6666, + "eval_samples_per_second": 52.548, + "eval_steps_per_second": 6.581, "step": 160 }, { - "epoch": 0.18, - "learning_rate": 0.00019075081610446138, - "loss": 2.4772, + "epoch": 0.13, + "learning_rate": 0.00018748159057437408, + "loss": 1.0078, "step": 170 }, { - "epoch": 0.2, - "learning_rate": 0.00019020674646354733, - "loss": 2.3993, + "epoch": 0.13, + "learning_rate": 0.00018674521354933727, + "loss": 0.9582, "step": 180 }, { - "epoch": 0.21, - "learning_rate": 0.0001896626768226333, - "loss": 2.3927, + "epoch": 0.14, + "learning_rate": 0.00018600883652430044, + "loss": 0.9966, "step": 190 }, { - "epoch": 0.22, - "learning_rate": 0.00018911860718171927, - "loss": 2.3488, + "epoch": 0.15, + "learning_rate": 0.00018527245949926364, + "loss": 0.8435, "step": 200 }, { - "epoch": 0.22, - "eval_accuracy": 0.3133841131664853, - "eval_loss": 2.361457347869873, - "eval_runtime": 32.0343, - "eval_samples_per_second": 57.376, - "eval_steps_per_second": 7.18, + "epoch": 0.15, + "eval_accuracy": 0.69097605893186, + "eval_loss": 0.8427824378013611, + "eval_runtime": 51.4559, + "eval_samples_per_second": 52.764, + "eval_steps_per_second": 6.608, "step": 200 }, { - "epoch": 0.23, - "learning_rate": 0.00018857453754080522, - "loss": 2.4865, + "epoch": 0.15, + "learning_rate": 0.0001845360824742268, + "loss": 0.7854, "step": 210 }, { - "epoch": 0.24, - "learning_rate": 0.0001880304678998912, - "loss": 2.287, + "epoch": 0.16, + "learning_rate": 0.00018379970544918998, + "loss": 0.9786, "step": 220 }, { - "epoch": 0.25, - "learning_rate": 0.00018748639825897715, - "loss": 2.3538, + "epoch": 0.17, + "learning_rate": 0.00018306332842415318, + "loss": 0.736, "step": 230 }, { - "epoch": 0.26, - "learning_rate": 0.0001869423286180631, - "loss": 2.4178, + "epoch": 0.18, + "learning_rate": 0.00018232695139911635, + "loss": 0.851, "step": 240 }, { - "epoch": 0.26, - "eval_accuracy": 0.3193688792165397, - "eval_loss": 2.2913949489593506, - "eval_runtime": 31.6054, - "eval_samples_per_second": 58.155, - "eval_steps_per_second": 7.277, + "epoch": 0.18, + "eval_accuracy": 0.6504604051565378, + "eval_loss": 0.9459872841835022, + "eval_runtime": 51.2583, + "eval_samples_per_second": 52.967, + "eval_steps_per_second": 6.633, "step": 240 }, { - "epoch": 0.27, - "learning_rate": 0.00018639825897714908, - "loss": 2.3083, + "epoch": 0.18, + "learning_rate": 0.00018159057437407955, + "loss": 0.9344, "step": 250 }, { - "epoch": 0.28, - "learning_rate": 0.00018585418933623503, - "loss": 2.1267, + "epoch": 0.19, + "learning_rate": 0.00018085419734904272, + "loss": 0.8802, "step": 260 }, { - "epoch": 0.29, - "learning_rate": 0.000185310119695321, - "loss": 2.3088, + "epoch": 0.2, + "learning_rate": 0.0001801178203240059, + "loss": 0.772, "step": 270 }, { - "epoch": 0.3, - "learning_rate": 0.00018476605005440696, - "loss": 2.1498, + "epoch": 0.21, + "learning_rate": 0.0001793814432989691, + "loss": 0.9324, "step": 280 }, { - "epoch": 0.3, - "eval_accuracy": 0.33133841131664854, - "eval_loss": 2.230421543121338, - "eval_runtime": 32.4123, - "eval_samples_per_second": 56.707, - "eval_steps_per_second": 7.096, + "epoch": 0.21, + "eval_accuracy": 0.6593001841620626, + "eval_loss": 0.9168590903282166, + "eval_runtime": 52.8324, + "eval_samples_per_second": 51.389, + "eval_steps_per_second": 6.435, "step": 280 }, { - "epoch": 0.32, - "learning_rate": 0.00018422198041349294, - "loss": 2.2239, + "epoch": 0.21, + "learning_rate": 0.00017864506627393226, + "loss": 0.6804, "step": 290 }, { - "epoch": 0.33, - "learning_rate": 0.0001836779107725789, - "loss": 2.2776, + "epoch": 0.22, + "learning_rate": 0.00017790868924889543, + "loss": 0.7877, "step": 300 }, { - "epoch": 0.34, - "learning_rate": 0.00018313384113166484, - "loss": 2.2717, + "epoch": 0.23, + "learning_rate": 0.00017717231222385863, + "loss": 0.9609, "step": 310 }, { - "epoch": 0.35, - "learning_rate": 0.00018258977149075082, - "loss": 2.2416, + "epoch": 0.24, + "learning_rate": 0.0001764359351988218, + "loss": 0.8963, "step": 320 }, { - "epoch": 0.35, - "eval_accuracy": 0.34766050054406966, - "eval_loss": 2.155261516571045, - "eval_runtime": 31.3536, - "eval_samples_per_second": 58.622, - "eval_steps_per_second": 7.336, + "epoch": 0.24, + "eval_accuracy": 0.7016574585635359, + "eval_loss": 0.7979860901832581, + "eval_runtime": 50.8385, + "eval_samples_per_second": 53.404, + "eval_steps_per_second": 6.688, "step": 320 }, { - "epoch": 0.36, - "learning_rate": 0.00018204570184983678, - "loss": 2.1923, + "epoch": 0.24, + "learning_rate": 0.000175699558173785, + "loss": 0.8531, "step": 330 }, { - "epoch": 0.37, - "learning_rate": 0.00018150163220892275, - "loss": 2.1404, + "epoch": 0.25, + "learning_rate": 0.00017496318114874817, + "loss": 0.899, "step": 340 }, { - "epoch": 0.38, - "learning_rate": 0.0001809575625680087, - "loss": 2.127, + "epoch": 0.26, + "learning_rate": 0.00017422680412371134, + "loss": 0.816, "step": 350 }, { - "epoch": 0.39, - "learning_rate": 0.00018041349292709469, - "loss": 2.1643, + "epoch": 0.27, + "learning_rate": 0.00017349042709867454, + "loss": 0.7532, "step": 360 }, { - "epoch": 0.39, - "eval_accuracy": 0.34494015233949943, - "eval_loss": 2.2201523780822754, - "eval_runtime": 31.5353, - "eval_samples_per_second": 58.284, - "eval_steps_per_second": 7.293, + "epoch": 0.27, + "eval_accuracy": 0.7031307550644568, + "eval_loss": 0.8063194155693054, + "eval_runtime": 50.4103, + "eval_samples_per_second": 53.858, + "eval_steps_per_second": 6.745, "step": 360 }, { - "epoch": 0.4, - "learning_rate": 0.00017986942328618064, - "loss": 2.3303, + "epoch": 0.27, + "learning_rate": 0.0001727540500736377, + "loss": 0.8984, "step": 370 }, { - "epoch": 0.41, - "learning_rate": 0.0001793253536452666, - "loss": 2.0957, + "epoch": 0.28, + "learning_rate": 0.0001720176730486009, + "loss": 0.843, "step": 380 }, { - "epoch": 0.42, - "learning_rate": 0.00017878128400435257, - "loss": 2.1675, + "epoch": 0.29, + "learning_rate": 0.00017128129602356408, + "loss": 0.7647, "step": 390 }, { - "epoch": 0.44, - "learning_rate": 0.00017823721436343852, - "loss": 2.1688, + "epoch": 0.29, + "learning_rate": 0.00017054491899852725, + "loss": 0.7937, "step": 400 }, { - "epoch": 0.44, - "eval_accuracy": 0.3715995647442873, - "eval_loss": 2.1544973850250244, - "eval_runtime": 31.7596, - "eval_samples_per_second": 57.872, - "eval_steps_per_second": 7.242, + "epoch": 0.29, + "eval_accuracy": 0.7222836095764272, + "eval_loss": 0.7624691724777222, + "eval_runtime": 51.1567, + "eval_samples_per_second": 53.072, + "eval_steps_per_second": 6.646, "step": 400 }, { - "epoch": 0.45, - "learning_rate": 0.0001776931447225245, - "loss": 2.1298, + "epoch": 0.3, + "learning_rate": 0.00016980854197349044, + "loss": 0.9007, "step": 410 }, { - "epoch": 0.46, - "learning_rate": 0.00017714907508161045, - "loss": 2.1467, + "epoch": 0.31, + "learning_rate": 0.00016907216494845361, + "loss": 0.7149, "step": 420 }, { - "epoch": 0.47, - "learning_rate": 0.00017660500544069643, - "loss": 2.0672, + "epoch": 0.32, + "learning_rate": 0.00016833578792341679, + "loss": 0.8868, "step": 430 }, { - "epoch": 0.48, - "learning_rate": 0.00017606093579978238, - "loss": 2.0324, + "epoch": 0.32, + "learning_rate": 0.00016759941089837998, + "loss": 0.8365, "step": 440 }, { - "epoch": 0.48, - "eval_accuracy": 0.3928182807399347, - "eval_loss": 2.0655834674835205, - "eval_runtime": 31.6367, - "eval_samples_per_second": 58.097, - "eval_steps_per_second": 7.27, + "epoch": 0.32, + "eval_accuracy": 0.7134438305709024, + "eval_loss": 0.7824127078056335, + "eval_runtime": 50.4947, + "eval_samples_per_second": 53.768, + "eval_steps_per_second": 6.733, "step": 440 }, { - "epoch": 0.49, - "learning_rate": 0.00017551686615886836, - "loss": 1.9756, + "epoch": 0.33, + "learning_rate": 0.00016686303387334315, + "loss": 0.7985, "step": 450 }, { - "epoch": 0.5, - "learning_rate": 0.0001749727965179543, - "loss": 2.1049, + "epoch": 0.34, + "learning_rate": 0.00016612665684830635, + "loss": 0.775, "step": 460 }, { - "epoch": 0.51, - "learning_rate": 0.00017442872687704027, - "loss": 2.0169, + "epoch": 0.35, + "learning_rate": 0.00016539027982326952, + "loss": 0.7912, "step": 470 }, { - "epoch": 0.52, - "learning_rate": 0.00017388465723612624, - "loss": 2.1648, + "epoch": 0.35, + "learning_rate": 0.0001646539027982327, + "loss": 0.8333, "step": 480 }, { - "epoch": 0.52, - "eval_accuracy": 0.3982589771490751, - "eval_loss": 2.052687644958496, - "eval_runtime": 31.623, - "eval_samples_per_second": 58.122, - "eval_steps_per_second": 7.273, + "epoch": 0.35, + "eval_accuracy": 0.7263351749539595, + "eval_loss": 0.7473925948143005, + "eval_runtime": 51.4866, + "eval_samples_per_second": 52.732, + "eval_steps_per_second": 6.604, "step": 480 }, { - "epoch": 0.53, - "learning_rate": 0.0001733405875952122, - "loss": 1.9753, + "epoch": 0.36, + "learning_rate": 0.0001639175257731959, + "loss": 0.8501, "step": 490 }, { - "epoch": 0.54, - "learning_rate": 0.00017279651795429818, - "loss": 2.2119, + "epoch": 0.37, + "learning_rate": 0.00016318114874815906, + "loss": 0.6558, "step": 500 }, { - "epoch": 0.55, - "learning_rate": 0.00017225244831338413, - "loss": 2.0171, + "epoch": 0.38, + "learning_rate": 0.00016244477172312223, + "loss": 0.5491, "step": 510 }, { - "epoch": 0.57, - "learning_rate": 0.0001717083786724701, - "loss": 2.0568, + "epoch": 0.38, + "learning_rate": 0.00016170839469808543, + "loss": 0.6784, "step": 520 }, { - "epoch": 0.57, - "eval_accuracy": 0.4009793253536453, - "eval_loss": 2.0108883380889893, - "eval_runtime": 31.345, - "eval_samples_per_second": 58.638, - "eval_steps_per_second": 7.338, + "epoch": 0.38, + "eval_accuracy": 0.7351749539594844, + "eval_loss": 0.7210445404052734, + "eval_runtime": 51.0697, + "eval_samples_per_second": 53.163, + "eval_steps_per_second": 6.658, "step": 520 }, { - "epoch": 0.58, - "learning_rate": 0.00017116430903155606, - "loss": 2.0011, + "epoch": 0.39, + "learning_rate": 0.0001609720176730486, + "loss": 0.6781, "step": 530 }, { - "epoch": 0.59, - "learning_rate": 0.000170620239390642, - "loss": 1.9614, + "epoch": 0.4, + "learning_rate": 0.0001602356406480118, + "loss": 0.7243, "step": 540 }, { - "epoch": 0.6, - "learning_rate": 0.000170076169749728, - "loss": 1.9669, + "epoch": 0.41, + "learning_rate": 0.00015949926362297497, + "loss": 0.664, "step": 550 }, { - "epoch": 0.61, - "learning_rate": 0.00016953210010881394, - "loss": 1.9287, + "epoch": 0.41, + "learning_rate": 0.00015876288659793814, + "loss": 0.7103, "step": 560 }, { - "epoch": 0.61, - "eval_accuracy": 0.3900979325353645, - "eval_loss": 2.06852126121521, - "eval_runtime": 31.417, - "eval_samples_per_second": 58.503, - "eval_steps_per_second": 7.321, + "epoch": 0.41, + "eval_accuracy": 0.7204419889502762, + "eval_loss": 0.7556896805763245, + "eval_runtime": 51.9028, + "eval_samples_per_second": 52.309, + "eval_steps_per_second": 6.551, "step": 560 }, { - "epoch": 0.62, - "learning_rate": 0.0001689880304678999, - "loss": 1.9279, + "epoch": 0.42, + "learning_rate": 0.00015802650957290134, + "loss": 0.7232, "step": 570 }, { - "epoch": 0.63, - "learning_rate": 0.00016844396082698585, - "loss": 2.0612, + "epoch": 0.43, + "learning_rate": 0.0001572901325478645, + "loss": 0.7658, "step": 580 }, { - "epoch": 0.64, - "learning_rate": 0.00016789989118607182, - "loss": 2.0225, + "epoch": 0.43, + "learning_rate": 0.0001565537555228277, + "loss": 0.7853, "step": 590 }, { - "epoch": 0.65, - "learning_rate": 0.00016735582154515778, - "loss": 2.0335, + "epoch": 0.44, + "learning_rate": 0.00015581737849779088, + "loss": 0.6149, "step": 600 }, { - "epoch": 0.65, - "eval_accuracy": 0.39336235038084877, - "eval_loss": 2.0253407955169678, - "eval_runtime": 31.882, - "eval_samples_per_second": 57.65, - "eval_steps_per_second": 7.214, + "epoch": 0.44, + "eval_accuracy": 0.7484346224677716, + "eval_loss": 0.6908882260322571, + "eval_runtime": 50.7606, + "eval_samples_per_second": 53.486, + "eval_steps_per_second": 6.698, "step": 600 }, { - "epoch": 0.66, - "learning_rate": 0.00016681175190424373, - "loss": 2.2113, + "epoch": 0.45, + "learning_rate": 0.00015508100147275405, + "loss": 0.7379, "step": 610 }, { - "epoch": 0.67, - "learning_rate": 0.0001662676822633297, - "loss": 2.101, + "epoch": 0.46, + "learning_rate": 0.00015434462444771725, + "loss": 0.7758, "step": 620 }, { - "epoch": 0.69, - "learning_rate": 0.00016572361262241566, - "loss": 1.9211, + "epoch": 0.46, + "learning_rate": 0.00015360824742268042, + "loss": 0.6333, "step": 630 }, { - "epoch": 0.7, - "learning_rate": 0.00016517954298150164, - "loss": 2.1521, + "epoch": 0.47, + "learning_rate": 0.0001528718703976436, + "loss": 0.5998, "step": 640 }, { - "epoch": 0.7, - "eval_accuracy": 0.40696409140369966, - "eval_loss": 2.0242509841918945, - "eval_runtime": 31.6803, - "eval_samples_per_second": 58.017, - "eval_steps_per_second": 7.26, + "epoch": 0.47, + "eval_accuracy": 0.7322283609576428, + "eval_loss": 0.7079024314880371, + "eval_runtime": 50.4304, + "eval_samples_per_second": 53.837, + "eval_steps_per_second": 6.742, "step": 640 }, { - "epoch": 0.71, - "learning_rate": 0.0001646354733405876, - "loss": 1.9707, + "epoch": 0.48, + "learning_rate": 0.00015213549337260679, + "loss": 0.6485, "step": 650 }, { - "epoch": 0.72, - "learning_rate": 0.00016409140369967357, - "loss": 1.7482, + "epoch": 0.49, + "learning_rate": 0.00015139911634756996, + "loss": 0.8297, "step": 660 }, { - "epoch": 0.73, - "learning_rate": 0.00016354733405875952, - "loss": 2.0443, + "epoch": 0.49, + "learning_rate": 0.00015066273932253315, + "loss": 0.8158, "step": 670 }, { - "epoch": 0.74, - "learning_rate": 0.0001630032644178455, - "loss": 1.909, + "epoch": 0.5, + "learning_rate": 0.00014992636229749633, + "loss": 0.8814, "step": 680 }, { - "epoch": 0.74, - "eval_accuracy": 0.4363438520130577, - "eval_loss": 1.8839356899261475, - "eval_runtime": 31.4005, - "eval_samples_per_second": 58.534, - "eval_steps_per_second": 7.325, + "epoch": 0.5, + "eval_accuracy": 0.6744014732965009, + "eval_loss": 0.922738254070282, + "eval_runtime": 50.6437, + "eval_samples_per_second": 53.61, + "eval_steps_per_second": 6.714, "step": 680 }, { - "epoch": 0.75, - "learning_rate": 0.00016245919477693145, - "loss": 1.9677, + "epoch": 0.51, + "learning_rate": 0.0001491899852724595, + "loss": 0.764, "step": 690 }, { - "epoch": 0.76, - "learning_rate": 0.0001619151251360174, - "loss": 1.9786, + "epoch": 0.52, + "learning_rate": 0.0001484536082474227, + "loss": 0.6825, "step": 700 }, { - "epoch": 0.77, - "learning_rate": 0.00016137105549510338, - "loss": 1.856, + "epoch": 0.52, + "learning_rate": 0.00014771723122238586, + "loss": 0.6629, "step": 710 }, { - "epoch": 0.78, - "learning_rate": 0.00016082698585418933, - "loss": 1.9212, + "epoch": 0.53, + "learning_rate": 0.00014698085419734906, + "loss": 0.7405, "step": 720 }, { - "epoch": 0.78, - "eval_accuracy": 0.4504896626768226, - "eval_loss": 1.8623088598251343, - "eval_runtime": 31.5361, - "eval_samples_per_second": 58.282, - "eval_steps_per_second": 7.293, + "epoch": 0.53, + "eval_accuracy": 0.7454880294659301, + "eval_loss": 0.6923764944076538, + "eval_runtime": 50.452, + "eval_samples_per_second": 53.814, + "eval_steps_per_second": 6.739, "step": 720 }, { - "epoch": 0.79, - "learning_rate": 0.00016028291621327531, - "loss": 1.7232, + "epoch": 0.54, + "learning_rate": 0.00014624447717231223, + "loss": 0.8144, "step": 730 }, { - "epoch": 0.81, - "learning_rate": 0.00015973884657236127, - "loss": 1.9299, + "epoch": 0.54, + "learning_rate": 0.0001455081001472754, + "loss": 0.5245, "step": 740 }, { - "epoch": 0.82, - "learning_rate": 0.00015919477693144724, - "loss": 1.9622, + "epoch": 0.55, + "learning_rate": 0.0001447717231222386, + "loss": 0.7705, "step": 750 }, { - "epoch": 0.83, - "learning_rate": 0.0001586507072905332, - "loss": 1.9359, + "epoch": 0.56, + "learning_rate": 0.00014403534609720177, + "loss": 0.7463, "step": 760 }, { - "epoch": 0.83, - "eval_accuracy": 0.42546245919477693, - "eval_loss": 1.893409013748169, - "eval_runtime": 31.8615, - "eval_samples_per_second": 57.687, - "eval_steps_per_second": 7.219, + "epoch": 0.56, + "eval_accuracy": 0.7182320441988951, + "eval_loss": 0.7563807368278503, + "eval_runtime": 50.5699, + "eval_samples_per_second": 53.688, + "eval_steps_per_second": 6.723, "step": 760 }, { - "epoch": 0.84, - "learning_rate": 0.00015810663764961915, - "loss": 1.929, + "epoch": 0.57, + "learning_rate": 0.00014329896907216494, + "loss": 0.7648, "step": 770 }, { - "epoch": 0.85, - "learning_rate": 0.00015756256800870513, - "loss": 1.8717, + "epoch": 0.57, + "learning_rate": 0.00014256259204712814, + "loss": 0.6192, "step": 780 }, { - "epoch": 0.86, - "learning_rate": 0.00015701849836779108, - "loss": 1.9117, + "epoch": 0.58, + "learning_rate": 0.0001418262150220913, + "loss": 0.872, "step": 790 }, { - "epoch": 0.87, - "learning_rate": 0.00015647442872687706, - "loss": 1.8435, + "epoch": 0.59, + "learning_rate": 0.0001410898379970545, + "loss": 0.684, "step": 800 }, { - "epoch": 0.87, - "eval_accuracy": 0.4815016322089227, - "eval_loss": 1.765435814857483, - "eval_runtime": 31.2045, - "eval_samples_per_second": 58.902, - "eval_steps_per_second": 7.371, + "epoch": 0.59, + "eval_accuracy": 0.7337016574585635, + "eval_loss": 0.7226435542106628, + "eval_runtime": 50.2491, + "eval_samples_per_second": 54.031, + "eval_steps_per_second": 6.766, "step": 800 }, { - "epoch": 0.88, - "learning_rate": 0.000155930359085963, - "loss": 1.8022, + "epoch": 0.6, + "learning_rate": 0.00014035346097201768, + "loss": 0.7713, "step": 810 }, { - "epoch": 0.89, - "learning_rate": 0.000155386289445049, - "loss": 1.8581, + "epoch": 0.6, + "learning_rate": 0.00013961708394698085, + "loss": 0.6673, "step": 820 }, { - "epoch": 0.9, - "learning_rate": 0.00015484221980413494, - "loss": 2.1219, + "epoch": 0.61, + "learning_rate": 0.00013888070692194405, + "loss": 0.6792, "step": 830 }, { - "epoch": 0.91, - "learning_rate": 0.0001542981501632209, - "loss": 1.7116, + "epoch": 0.62, + "learning_rate": 0.00013814432989690722, + "loss": 0.6252, "step": 840 }, { - "epoch": 0.91, - "eval_accuracy": 0.47551686615886835, - "eval_loss": 1.7760648727416992, - "eval_runtime": 31.1164, - "eval_samples_per_second": 59.068, - "eval_steps_per_second": 7.392, + "epoch": 0.62, + "eval_accuracy": 0.7524861878453039, + "eval_loss": 0.7024006247520447, + "eval_runtime": 50.1454, + "eval_samples_per_second": 54.143, + "eval_steps_per_second": 6.78, "step": 840 }, { - "epoch": 0.92, - "learning_rate": 0.00015375408052230687, - "loss": 1.8721, + "epoch": 0.63, + "learning_rate": 0.0001374079528718704, + "loss": 0.7425, "step": 850 }, { - "epoch": 0.94, - "learning_rate": 0.00015321001088139282, - "loss": 1.8389, + "epoch": 0.63, + "learning_rate": 0.0001366715758468336, + "loss": 0.7285, "step": 860 }, { - "epoch": 0.95, - "learning_rate": 0.0001526659412404788, - "loss": 1.8014, + "epoch": 0.64, + "learning_rate": 0.00013593519882179676, + "loss": 0.7498, "step": 870 }, { - "epoch": 0.96, - "learning_rate": 0.00015212187159956476, - "loss": 1.7788, + "epoch": 0.65, + "learning_rate": 0.00013519882179675996, + "loss": 0.754, "step": 880 }, { - "epoch": 0.96, - "eval_accuracy": 0.49183895538628947, - "eval_loss": 1.7206392288208008, - "eval_runtime": 31.9363, - "eval_samples_per_second": 57.552, - "eval_steps_per_second": 7.202, + "epoch": 0.65, + "eval_accuracy": 0.7274401473296501, + "eval_loss": 0.6939438581466675, + "eval_runtime": 51.2872, + "eval_samples_per_second": 52.937, + "eval_steps_per_second": 6.629, "step": 880 }, { - "epoch": 0.97, - "learning_rate": 0.00015157780195865073, - "loss": 1.7437, + "epoch": 0.66, + "learning_rate": 0.00013446244477172313, + "loss": 0.6756, "step": 890 }, { - "epoch": 0.98, - "learning_rate": 0.00015103373231773669, - "loss": 1.7861, + "epoch": 0.66, + "learning_rate": 0.0001337260677466863, + "loss": 0.636, "step": 900 }, { - "epoch": 0.99, - "learning_rate": 0.00015048966267682264, - "loss": 1.9204, + "epoch": 0.67, + "learning_rate": 0.0001329896907216495, + "loss": 0.5823, "step": 910 }, { - "epoch": 1.0, - "learning_rate": 0.00014994559303590862, - "loss": 1.8087, + "epoch": 0.68, + "learning_rate": 0.00013225331369661267, + "loss": 0.6416, "step": 920 }, { - "epoch": 1.0, - "eval_accuracy": 0.4956474428726877, - "eval_loss": 1.7031298875808716, - "eval_runtime": 31.4911, - "eval_samples_per_second": 58.366, - "eval_steps_per_second": 7.304, + "epoch": 0.68, + "eval_accuracy": 0.7565377532228361, + "eval_loss": 0.6688955426216125, + "eval_runtime": 51.1119, + "eval_samples_per_second": 53.119, + "eval_steps_per_second": 6.652, "step": 920 }, { - "epoch": 1.01, - "learning_rate": 0.00014940152339499457, - "loss": 1.3634, + "epoch": 0.68, + "learning_rate": 0.00013151693667157587, + "loss": 0.6125, "step": 930 }, { - "epoch": 1.02, - "learning_rate": 0.00014885745375408052, - "loss": 1.5091, + "epoch": 0.69, + "learning_rate": 0.00013078055964653904, + "loss": 0.687, "step": 940 }, { - "epoch": 1.03, - "learning_rate": 0.0001483133841131665, - "loss": 1.3875, + "epoch": 0.7, + "learning_rate": 0.0001300441826215022, + "loss": 0.7283, "step": 950 }, { - "epoch": 1.04, - "learning_rate": 0.00014776931447225245, - "loss": 1.352, + "epoch": 0.71, + "learning_rate": 0.0001293078055964654, + "loss": 0.7123, "step": 960 }, { - "epoch": 1.04, - "eval_accuracy": 0.500544069640914, - "eval_loss": 1.699517846107483, - "eval_runtime": 31.4103, - "eval_samples_per_second": 58.516, - "eval_steps_per_second": 7.322, + "epoch": 0.71, + "eval_accuracy": 0.7558011049723757, + "eval_loss": 0.6540634632110596, + "eval_runtime": 50.4305, + "eval_samples_per_second": 53.836, + "eval_steps_per_second": 6.742, "step": 960 }, { - "epoch": 1.06, - "learning_rate": 0.0001472252448313384, - "loss": 1.5501, + "epoch": 0.71, + "learning_rate": 0.00012857142857142858, + "loss": 0.6579, "step": 970 }, { - "epoch": 1.07, - "learning_rate": 0.00014668117519042438, - "loss": 1.2166, + "epoch": 0.72, + "learning_rate": 0.00012783505154639175, + "loss": 0.6744, "step": 980 }, { - "epoch": 1.08, - "learning_rate": 0.00014613710554951034, - "loss": 1.3054, + "epoch": 0.73, + "learning_rate": 0.00012709867452135494, + "loss": 0.619, "step": 990 }, { - "epoch": 1.09, - "learning_rate": 0.0001455930359085963, - "loss": 1.6001, + "epoch": 0.74, + "learning_rate": 0.00012636229749631812, + "loss": 0.6599, "step": 1000 }, { - "epoch": 1.09, - "eval_accuracy": 0.5119695321001088, - "eval_loss": 1.688511610031128, - "eval_runtime": 31.1036, - "eval_samples_per_second": 59.093, - "eval_steps_per_second": 7.395, + "epoch": 0.74, + "eval_accuracy": 0.7683241252302025, + "eval_loss": 0.6279534101486206, + "eval_runtime": 50.5314, + "eval_samples_per_second": 53.729, + "eval_steps_per_second": 6.728, "step": 1000 }, { - "epoch": 1.1, - "learning_rate": 0.00014504896626768227, - "loss": 1.427, + "epoch": 0.74, + "learning_rate": 0.0001256259204712813, + "loss": 0.5407, "step": 1010 }, { - "epoch": 1.11, - "learning_rate": 0.00014450489662676822, - "loss": 1.453, + "epoch": 0.75, + "learning_rate": 0.00012488954344624448, + "loss": 0.7339, "step": 1020 }, { - "epoch": 1.12, - "learning_rate": 0.0001439608269858542, - "loss": 1.5073, + "epoch": 0.76, + "learning_rate": 0.00012415316642120765, + "loss": 0.65, "step": 1030 }, { - "epoch": 1.13, - "learning_rate": 0.00014341675734494015, - "loss": 1.5872, + "epoch": 0.77, + "learning_rate": 0.00012341678939617085, + "loss": 0.7664, "step": 1040 }, { - "epoch": 1.13, - "eval_accuracy": 0.500544069640914, - "eval_loss": 1.7050400972366333, - "eval_runtime": 31.6643, - "eval_samples_per_second": 58.046, - "eval_steps_per_second": 7.264, + "epoch": 0.77, + "eval_accuracy": 0.7521178637200736, + "eval_loss": 0.6760364770889282, + "eval_runtime": 51.3273, + "eval_samples_per_second": 52.896, + "eval_steps_per_second": 6.624, "step": 1040 }, { - "epoch": 1.14, - "learning_rate": 0.00014287268770402613, - "loss": 1.4122, + "epoch": 0.77, + "learning_rate": 0.00012268041237113402, + "loss": 0.667, "step": 1050 }, { - "epoch": 1.15, - "learning_rate": 0.00014232861806311208, - "loss": 1.407, + "epoch": 0.78, + "learning_rate": 0.00012194403534609722, + "loss": 0.6393, "step": 1060 }, { - "epoch": 1.16, - "learning_rate": 0.00014178454842219803, - "loss": 1.4817, + "epoch": 0.79, + "learning_rate": 0.00012120765832106038, + "loss": 0.7258, "step": 1070 }, { - "epoch": 1.18, - "learning_rate": 0.000141240478781284, - "loss": 1.2903, + "epoch": 0.8, + "learning_rate": 0.00012047128129602356, + "loss": 0.6898, "step": 1080 }, { - "epoch": 1.18, - "eval_accuracy": 0.5070729053318824, - "eval_loss": 1.6926010847091675, - "eval_runtime": 31.355, - "eval_samples_per_second": 58.619, - "eval_steps_per_second": 7.335, + "epoch": 0.8, + "eval_accuracy": 0.7815837937384899, + "eval_loss": 0.6094613075256348, + "eval_runtime": 50.3809, + "eval_samples_per_second": 53.89, + "eval_steps_per_second": 6.749, "step": 1080 }, { - "epoch": 1.19, - "learning_rate": 0.00014069640914036996, - "loss": 1.4445, + "epoch": 0.8, + "learning_rate": 0.00011973490427098675, + "loss": 0.6158, "step": 1090 }, { - "epoch": 1.2, - "learning_rate": 0.00014015233949945594, - "loss": 1.3711, + "epoch": 0.81, + "learning_rate": 0.00011899852724594993, + "loss": 0.5764, "step": 1100 }, { - "epoch": 1.21, - "learning_rate": 0.0001396082698585419, - "loss": 1.3271, + "epoch": 0.82, + "learning_rate": 0.00011826215022091312, + "loss": 0.6926, "step": 1110 }, { - "epoch": 1.22, - "learning_rate": 0.00013906420021762787, - "loss": 1.3377, + "epoch": 0.82, + "learning_rate": 0.0001175257731958763, + "loss": 0.693, "step": 1120 }, { - "epoch": 1.22, - "eval_accuracy": 0.5184983677910773, - "eval_loss": 1.663212776184082, - "eval_runtime": 31.9094, - "eval_samples_per_second": 57.601, - "eval_steps_per_second": 7.208, + "epoch": 0.82, + "eval_accuracy": 0.7543278084714549, + "eval_loss": 0.6533992290496826, + "eval_runtime": 51.5963, + "eval_samples_per_second": 52.62, + "eval_steps_per_second": 6.59, "step": 1120 }, { - "epoch": 1.23, - "learning_rate": 0.00013852013057671382, - "loss": 1.3493, + "epoch": 0.83, + "learning_rate": 0.00011678939617083948, + "loss": 0.7522, "step": 1130 }, { - "epoch": 1.24, - "learning_rate": 0.00013797606093579978, - "loss": 1.2249, + "epoch": 0.84, + "learning_rate": 0.00011605301914580267, + "loss": 0.451, "step": 1140 }, { - "epoch": 1.25, - "learning_rate": 0.00013743199129488576, - "loss": 1.6033, + "epoch": 0.85, + "learning_rate": 0.00011531664212076583, + "loss": 0.564, "step": 1150 }, { - "epoch": 1.26, - "learning_rate": 0.0001368879216539717, - "loss": 1.3738, + "epoch": 0.85, + "learning_rate": 0.00011458026509572901, + "loss": 0.6738, "step": 1160 }, { - "epoch": 1.26, - "eval_accuracy": 0.5206746463547334, - "eval_loss": 1.6760975122451782, - "eval_runtime": 31.2925, - "eval_samples_per_second": 58.736, - "eval_steps_per_second": 7.35, + "epoch": 0.85, + "eval_accuracy": 0.7826887661141805, + "eval_loss": 0.6036040186882019, + "eval_runtime": 50.9403, + "eval_samples_per_second": 53.298, + "eval_steps_per_second": 6.674, "step": 1160 }, { - "epoch": 1.27, - "learning_rate": 0.0001363438520130577, - "loss": 1.5122, + "epoch": 0.86, + "learning_rate": 0.0001138438880706922, + "loss": 0.6272, "step": 1170 }, { - "epoch": 1.28, - "learning_rate": 0.00013579978237214364, - "loss": 1.3597, + "epoch": 0.87, + "learning_rate": 0.00011310751104565538, + "loss": 0.5538, "step": 1180 }, { - "epoch": 1.29, - "learning_rate": 0.00013525571273122962, - "loss": 1.2399, + "epoch": 0.88, + "learning_rate": 0.00011237113402061856, + "loss": 0.555, "step": 1190 }, { - "epoch": 1.31, - "learning_rate": 0.00013471164309031557, - "loss": 1.2835, + "epoch": 0.88, + "learning_rate": 0.00011163475699558175, + "loss": 0.6056, "step": 1200 }, { - "epoch": 1.31, - "eval_accuracy": 0.5375408052230686, - "eval_loss": 1.5999504327774048, - "eval_runtime": 31.108, - "eval_samples_per_second": 59.084, - "eval_steps_per_second": 7.394, + "epoch": 0.88, + "eval_accuracy": 0.7874769797421731, + "eval_loss": 0.584153950214386, + "eval_runtime": 51.1472, + "eval_samples_per_second": 53.082, + "eval_steps_per_second": 6.647, "step": 1200 }, { - "epoch": 1.32, - "learning_rate": 0.00013416757344940155, - "loss": 1.6025, + "epoch": 0.89, + "learning_rate": 0.00011089837997054493, + "loss": 0.5609, "step": 1210 }, { - "epoch": 1.33, - "learning_rate": 0.0001336235038084875, - "loss": 1.3795, + "epoch": 0.9, + "learning_rate": 0.00011016200294550812, + "loss": 0.6141, "step": 1220 }, { - "epoch": 1.34, - "learning_rate": 0.00013307943416757345, - "loss": 1.3779, + "epoch": 0.91, + "learning_rate": 0.0001094256259204713, + "loss": 0.6212, "step": 1230 }, { - "epoch": 1.35, - "learning_rate": 0.00013253536452665943, - "loss": 1.2588, + "epoch": 0.91, + "learning_rate": 0.00010868924889543446, + "loss": 0.746, "step": 1240 }, { - "epoch": 1.35, - "eval_accuracy": 0.5239390642002176, - "eval_loss": 1.6404486894607544, - "eval_runtime": 31.2356, - "eval_samples_per_second": 58.843, - "eval_steps_per_second": 7.363, + "epoch": 0.91, + "eval_accuracy": 0.7675874769797422, + "eval_loss": 0.6469867825508118, + "eval_runtime": 50.9954, + "eval_samples_per_second": 53.24, + "eval_steps_per_second": 6.667, "step": 1240 }, { - "epoch": 1.36, - "learning_rate": 0.00013199129488574538, - "loss": 1.3196, + "epoch": 0.92, + "learning_rate": 0.00010795287187039764, + "loss": 0.5153, "step": 1250 }, { - "epoch": 1.37, - "learning_rate": 0.00013144722524483136, - "loss": 1.2977, + "epoch": 0.93, + "learning_rate": 0.00010721649484536083, + "loss": 0.6638, "step": 1260 }, { - "epoch": 1.38, - "learning_rate": 0.00013090315560391731, - "loss": 1.354, + "epoch": 0.94, + "learning_rate": 0.00010648011782032401, + "loss": 0.6719, "step": 1270 }, { - "epoch": 1.39, - "learning_rate": 0.0001303590859630033, - "loss": 1.198, + "epoch": 0.94, + "learning_rate": 0.0001057437407952872, + "loss": 0.7612, "step": 1280 }, { - "epoch": 1.39, - "eval_accuracy": 0.5457018498367792, - "eval_loss": 1.5461368560791016, - "eval_runtime": 31.2158, - "eval_samples_per_second": 58.88, - "eval_steps_per_second": 7.368, + "epoch": 0.94, + "eval_accuracy": 0.7797421731123388, + "eval_loss": 0.613595724105835, + "eval_runtime": 51.0708, + "eval_samples_per_second": 53.161, + "eval_steps_per_second": 6.657, "step": 1280 }, { - "epoch": 1.4, - "learning_rate": 0.00012981501632208925, - "loss": 1.3318, + "epoch": 0.95, + "learning_rate": 0.00010500736377025038, + "loss": 0.6873, "step": 1290 }, { - "epoch": 1.41, - "learning_rate": 0.0001292709466811752, - "loss": 1.2417, + "epoch": 0.96, + "learning_rate": 0.00010427098674521356, + "loss": 0.5534, "step": 1300 }, { - "epoch": 1.43, - "learning_rate": 0.00012872687704026115, - "loss": 1.2636, + "epoch": 0.96, + "learning_rate": 0.00010353460972017675, + "loss": 0.3849, "step": 1310 }, { - "epoch": 1.44, - "learning_rate": 0.00012818280739934713, - "loss": 1.4038, + "epoch": 0.97, + "learning_rate": 0.0001027982326951399, + "loss": 0.5939, "step": 1320 }, { - "epoch": 1.44, - "eval_accuracy": 0.5337323177366703, - "eval_loss": 1.5740242004394531, - "eval_runtime": 31.2028, - "eval_samples_per_second": 58.905, - "eval_steps_per_second": 7.371, + "epoch": 0.97, + "eval_accuracy": 0.7952117863720074, + "eval_loss": 0.5709212422370911, + "eval_runtime": 52.4056, + "eval_samples_per_second": 51.807, + "eval_steps_per_second": 6.488, "step": 1320 }, { - "epoch": 1.45, - "learning_rate": 0.00012763873775843308, - "loss": 1.3172, + "epoch": 0.98, + "learning_rate": 0.00010206185567010309, + "loss": 0.5831, "step": 1330 }, { - "epoch": 1.46, - "learning_rate": 0.00012709466811751903, - "loss": 1.1899, + "epoch": 0.99, + "learning_rate": 0.00010132547864506627, + "loss": 0.6712, "step": 1340 }, { - "epoch": 1.47, - "learning_rate": 0.000126550598476605, - "loss": 1.2146, + "epoch": 0.99, + "learning_rate": 0.00010058910162002946, + "loss": 0.5368, "step": 1350 }, { - "epoch": 1.48, - "learning_rate": 0.00012600652883569096, - "loss": 1.2275, + "epoch": 1.0, + "learning_rate": 9.985272459499264e-05, + "loss": 0.5586, "step": 1360 }, { - "epoch": 1.48, - "eval_accuracy": 0.5516866158868335, - "eval_loss": 1.5276788473129272, - "eval_runtime": 31.2082, - "eval_samples_per_second": 58.895, - "eval_steps_per_second": 7.37, + "epoch": 1.0, + "eval_accuracy": 0.7701657458563536, + "eval_loss": 0.6024866104125977, + "eval_runtime": 50.9747, + "eval_samples_per_second": 53.262, + "eval_steps_per_second": 6.67, "step": 1360 }, { - "epoch": 1.49, - "learning_rate": 0.00012546245919477691, - "loss": 1.2164, + "epoch": 1.01, + "learning_rate": 9.911634756995583e-05, + "loss": 0.4372, "step": 1370 }, { - "epoch": 1.5, - "learning_rate": 0.0001249183895538629, - "loss": 1.1369, + "epoch": 1.02, + "learning_rate": 9.8379970544919e-05, + "loss": 0.4076, "step": 1380 }, { - "epoch": 1.51, - "learning_rate": 0.00012437431991294885, - "loss": 1.3417, + "epoch": 1.02, + "learning_rate": 9.764359351988218e-05, + "loss": 0.3933, "step": 1390 }, { - "epoch": 1.52, - "learning_rate": 0.00012383025027203483, - "loss": 1.2224, + "epoch": 1.03, + "learning_rate": 9.690721649484537e-05, + "loss": 0.459, "step": 1400 }, { - "epoch": 1.52, - "eval_accuracy": 0.5614798694232862, - "eval_loss": 1.4918007850646973, - "eval_runtime": 31.6631, - "eval_samples_per_second": 58.049, - "eval_steps_per_second": 7.264, + "epoch": 1.03, + "eval_accuracy": 0.7675874769797422, + "eval_loss": 0.6382798552513123, + "eval_runtime": 51.4385, + "eval_samples_per_second": 52.782, + "eval_steps_per_second": 6.61, "step": 1400 }, { - "epoch": 1.53, - "learning_rate": 0.00012328618063112078, - "loss": 1.208, + "epoch": 1.04, + "learning_rate": 9.617083946980855e-05, + "loss": 0.3769, "step": 1410 }, { - "epoch": 1.55, - "learning_rate": 0.00012274211099020676, - "loss": 1.4005, + "epoch": 1.05, + "learning_rate": 9.543446244477173e-05, + "loss": 0.411, "step": 1420 }, { - "epoch": 1.56, - "learning_rate": 0.0001221980413492927, - "loss": 1.2049, + "epoch": 1.05, + "learning_rate": 9.46980854197349e-05, + "loss": 0.4444, "step": 1430 }, { - "epoch": 1.57, - "learning_rate": 0.00012165397170837869, - "loss": 1.3221, + "epoch": 1.06, + "learning_rate": 9.396170839469809e-05, + "loss": 0.3771, "step": 1440 }, { - "epoch": 1.57, - "eval_accuracy": 0.558215451577802, - "eval_loss": 1.5159553289413452, - "eval_runtime": 31.668, - "eval_samples_per_second": 58.04, - "eval_steps_per_second": 7.263, + "epoch": 1.06, + "eval_accuracy": 0.7856353591160221, + "eval_loss": 0.5789190530776978, + "eval_runtime": 50.7253, + "eval_samples_per_second": 53.524, + "eval_steps_per_second": 6.703, "step": 1440 }, { - "epoch": 1.58, - "learning_rate": 0.00012110990206746464, - "loss": 1.0449, + "epoch": 1.07, + "learning_rate": 9.322533136966127e-05, + "loss": 0.3943, "step": 1450 }, { - "epoch": 1.59, - "learning_rate": 0.00012056583242655059, - "loss": 1.352, + "epoch": 1.08, + "learning_rate": 9.248895434462446e-05, + "loss": 0.5164, "step": 1460 }, { - "epoch": 1.6, - "learning_rate": 0.00012002176278563657, - "loss": 1.2259, + "epoch": 1.08, + "learning_rate": 9.175257731958763e-05, + "loss": 0.3544, "step": 1470 }, { - "epoch": 1.61, - "learning_rate": 0.00011947769314472252, - "loss": 1.1424, + "epoch": 1.09, + "learning_rate": 9.101620029455081e-05, + "loss": 0.4272, "step": 1480 }, { - "epoch": 1.61, - "eval_accuracy": 0.544069640914037, - "eval_loss": 1.553783893585205, - "eval_runtime": 31.3063, - "eval_samples_per_second": 58.71, - "eval_steps_per_second": 7.347, + "epoch": 1.09, + "eval_accuracy": 0.8044198895027624, + "eval_loss": 0.5364444851875305, + "eval_runtime": 52.5287, + "eval_samples_per_second": 51.686, + "eval_steps_per_second": 6.473, "step": 1480 }, { - "epoch": 1.62, - "learning_rate": 0.0001189336235038085, - "loss": 1.1163, + "epoch": 1.1, + "learning_rate": 9.0279823269514e-05, + "loss": 0.3962, "step": 1490 }, { - "epoch": 1.63, - "learning_rate": 0.00011838955386289445, - "loss": 1.0946, + "epoch": 1.1, + "learning_rate": 8.954344624447718e-05, + "loss": 0.434, "step": 1500 }, { - "epoch": 1.64, - "learning_rate": 0.00011784548422198043, - "loss": 1.083, + "epoch": 1.11, + "learning_rate": 8.880706921944035e-05, + "loss": 0.4332, "step": 1510 }, { - "epoch": 1.65, - "learning_rate": 0.00011730141458106638, - "loss": 1.2951, + "epoch": 1.12, + "learning_rate": 8.807069219440354e-05, + "loss": 0.3229, "step": 1520 }, { - "epoch": 1.65, - "eval_accuracy": 0.558215451577802, - "eval_loss": 1.4977946281433105, - "eval_runtime": 31.2346, - "eval_samples_per_second": 58.845, - "eval_steps_per_second": 7.364, + "epoch": 1.12, + "eval_accuracy": 0.8044198895027624, + "eval_loss": 0.5452917814254761, + "eval_runtime": 51.1816, + "eval_samples_per_second": 53.046, + "eval_steps_per_second": 6.643, "step": 1520 }, { - "epoch": 1.66, - "learning_rate": 0.00011675734494015234, - "loss": 1.2416, + "epoch": 1.13, + "learning_rate": 8.733431516936672e-05, + "loss": 0.4162, "step": 1530 }, { - "epoch": 1.68, - "learning_rate": 0.00011621327529923831, - "loss": 1.3838, + "epoch": 1.13, + "learning_rate": 8.65979381443299e-05, + "loss": 0.3704, "step": 1540 }, { - "epoch": 1.69, - "learning_rate": 0.00011566920565832427, - "loss": 1.2389, + "epoch": 1.14, + "learning_rate": 8.586156111929308e-05, + "loss": 0.6147, "step": 1550 }, { - "epoch": 1.7, - "learning_rate": 0.00011512513601741025, - "loss": 1.2609, + "epoch": 1.15, + "learning_rate": 8.512518409425626e-05, + "loss": 0.3736, "step": 1560 }, { - "epoch": 1.7, - "eval_accuracy": 0.5603917301414582, - "eval_loss": 1.4800572395324707, - "eval_runtime": 31.1581, - "eval_samples_per_second": 58.99, - "eval_steps_per_second": 7.382, + "epoch": 1.15, + "eval_accuracy": 0.8092081031307551, + "eval_loss": 0.5403669476509094, + "eval_runtime": 50.5773, + "eval_samples_per_second": 53.68, + "eval_steps_per_second": 6.722, "step": 1560 }, { - "epoch": 1.71, - "learning_rate": 0.0001145810663764962, - "loss": 1.2379, + "epoch": 1.16, + "learning_rate": 8.438880706921944e-05, + "loss": 0.4865, "step": 1570 }, { - "epoch": 1.72, - "learning_rate": 0.00011403699673558216, - "loss": 1.2098, + "epoch": 1.16, + "learning_rate": 8.365243004418263e-05, + "loss": 0.3929, "step": 1580 }, { - "epoch": 1.73, - "learning_rate": 0.00011349292709466813, - "loss": 0.9532, + "epoch": 1.17, + "learning_rate": 8.291605301914581e-05, + "loss": 0.3426, "step": 1590 }, { - "epoch": 1.74, - "learning_rate": 0.00011294885745375408, - "loss": 1.035, + "epoch": 1.18, + "learning_rate": 8.217967599410898e-05, + "loss": 0.436, "step": 1600 }, { - "epoch": 1.74, - "eval_accuracy": 0.5603917301414582, - "eval_loss": 1.4868272542953491, - "eval_runtime": 31.3011, - "eval_samples_per_second": 58.72, - "eval_steps_per_second": 7.348, + "epoch": 1.18, + "eval_accuracy": 0.8081031307550645, + "eval_loss": 0.5359194278717041, + "eval_runtime": 51.3206, + "eval_samples_per_second": 52.903, + "eval_steps_per_second": 6.625, "step": 1600 }, { - "epoch": 1.75, - "learning_rate": 0.00011240478781284005, - "loss": 1.2168, + "epoch": 1.19, + "learning_rate": 8.144329896907217e-05, + "loss": 0.4115, "step": 1610 }, { - "epoch": 1.76, - "learning_rate": 0.000111860718171926, - "loss": 1.2665, + "epoch": 1.19, + "learning_rate": 8.070692194403535e-05, + "loss": 0.3784, "step": 1620 }, { - "epoch": 1.77, - "learning_rate": 0.00011131664853101198, - "loss": 1.203, + "epoch": 1.2, + "learning_rate": 7.997054491899854e-05, + "loss": 0.3383, "step": 1630 }, { - "epoch": 1.78, - "learning_rate": 0.00011077257889009793, - "loss": 1.2621, + "epoch": 1.21, + "learning_rate": 7.923416789396171e-05, + "loss": 0.3721, "step": 1640 }, { - "epoch": 1.78, - "eval_accuracy": 0.5778019586507073, - "eval_loss": 1.439843773841858, - "eval_runtime": 31.2165, - "eval_samples_per_second": 58.879, - "eval_steps_per_second": 7.368, + "epoch": 1.21, + "eval_accuracy": 0.7815837937384899, + "eval_loss": 0.6128984689712524, + "eval_runtime": 51.0569, + "eval_samples_per_second": 53.176, + "eval_steps_per_second": 6.659, "step": 1640 }, { - "epoch": 1.8, - "learning_rate": 0.00011022850924918391, - "loss": 1.0592, + "epoch": 1.22, + "learning_rate": 7.849779086892489e-05, + "loss": 0.4844, "step": 1650 }, { - "epoch": 1.81, - "learning_rate": 0.00010968443960826986, - "loss": 1.2805, + "epoch": 1.22, + "learning_rate": 7.776141384388808e-05, + "loss": 0.4011, "step": 1660 }, { - "epoch": 1.82, - "learning_rate": 0.00010914036996735584, - "loss": 1.24, + "epoch": 1.23, + "learning_rate": 7.702503681885126e-05, + "loss": 0.4711, "step": 1670 }, { - "epoch": 1.83, - "learning_rate": 0.00010859630032644179, - "loss": 1.3298, + "epoch": 1.24, + "learning_rate": 7.628865979381443e-05, + "loss": 0.3848, "step": 1680 }, { - "epoch": 1.83, - "eval_accuracy": 0.5756256800870512, - "eval_loss": 1.4398308992385864, - "eval_runtime": 31.3359, - "eval_samples_per_second": 58.655, - "eval_steps_per_second": 7.34, + "epoch": 1.24, + "eval_accuracy": 0.7985267034990792, + "eval_loss": 0.5785150527954102, + "eval_runtime": 51.7772, + "eval_samples_per_second": 52.436, + "eval_steps_per_second": 6.567, "step": 1680 }, { - "epoch": 1.84, - "learning_rate": 0.00010805223068552774, - "loss": 1.1844, + "epoch": 1.24, + "learning_rate": 7.555228276877762e-05, + "loss": 0.3771, "step": 1690 }, { - "epoch": 1.85, - "learning_rate": 0.00010750816104461372, - "loss": 1.1519, + "epoch": 1.25, + "learning_rate": 7.48159057437408e-05, + "loss": 0.5486, "step": 1700 }, { - "epoch": 1.86, - "learning_rate": 0.00010696409140369967, - "loss": 1.446, + "epoch": 1.26, + "learning_rate": 7.407952871870398e-05, + "loss": 0.3795, "step": 1710 }, { - "epoch": 1.87, - "learning_rate": 0.00010642002176278565, - "loss": 1.2588, + "epoch": 1.27, + "learning_rate": 7.334315169366715e-05, + "loss": 0.393, "step": 1720 }, { - "epoch": 1.87, - "eval_accuracy": 0.5652883569096845, - "eval_loss": 1.4510564804077148, - "eval_runtime": 31.3918, - "eval_samples_per_second": 58.55, - "eval_steps_per_second": 7.327, + "epoch": 1.27, + "eval_accuracy": 0.8047882136279927, + "eval_loss": 0.5534458756446838, + "eval_runtime": 50.9572, + "eval_samples_per_second": 53.28, + "eval_steps_per_second": 6.672, "step": 1720 }, { - "epoch": 1.88, - "learning_rate": 0.0001058759521218716, - "loss": 1.1114, + "epoch": 1.27, + "learning_rate": 7.260677466863034e-05, + "loss": 0.4113, "step": 1730 }, { - "epoch": 1.89, - "learning_rate": 0.00010533188248095758, - "loss": 1.0445, + "epoch": 1.28, + "learning_rate": 7.187039764359352e-05, + "loss": 0.3919, "step": 1740 }, { - "epoch": 1.9, - "learning_rate": 0.00010478781284004354, - "loss": 1.0959, + "epoch": 1.29, + "learning_rate": 7.113402061855671e-05, + "loss": 0.5448, "step": 1750 }, { - "epoch": 1.92, - "learning_rate": 0.00010424374319912949, - "loss": 1.2207, + "epoch": 1.3, + "learning_rate": 7.039764359351989e-05, + "loss": 0.3676, "step": 1760 }, { - "epoch": 1.92, - "eval_accuracy": 0.5935799782372143, - "eval_loss": 1.3912413120269775, - "eval_runtime": 32.052, - "eval_samples_per_second": 57.344, - "eval_steps_per_second": 7.176, + "epoch": 1.3, + "eval_accuracy": 0.7952117863720074, + "eval_loss": 0.5770056247711182, + "eval_runtime": 50.6386, + "eval_samples_per_second": 53.615, + "eval_steps_per_second": 6.714, "step": 1760 }, { - "epoch": 1.93, - "learning_rate": 0.00010369967355821547, - "loss": 1.2121, + "epoch": 1.3, + "learning_rate": 6.966126656848306e-05, + "loss": 0.4213, "step": 1770 }, { - "epoch": 1.94, - "learning_rate": 0.00010315560391730142, - "loss": 1.1847, + "epoch": 1.31, + "learning_rate": 6.892488954344625e-05, + "loss": 0.5673, "step": 1780 }, { - "epoch": 1.95, - "learning_rate": 0.00010261153427638738, - "loss": 1.1857, + "epoch": 1.32, + "learning_rate": 6.818851251840943e-05, + "loss": 0.3463, "step": 1790 }, { - "epoch": 1.96, - "learning_rate": 0.00010206746463547334, - "loss": 1.0643, + "epoch": 1.33, + "learning_rate": 6.745213549337262e-05, + "loss": 0.4531, "step": 1800 }, { - "epoch": 1.96, - "eval_accuracy": 0.6006528835690969, - "eval_loss": 1.390648365020752, - "eval_runtime": 31.7091, - "eval_samples_per_second": 57.964, - "eval_steps_per_second": 7.253, + "epoch": 1.33, + "eval_accuracy": 0.7922651933701658, + "eval_loss": 0.5833007097244263, + "eval_runtime": 51.1166, + "eval_samples_per_second": 53.114, + "eval_steps_per_second": 6.651, "step": 1800 }, { - "epoch": 1.97, - "learning_rate": 0.00010152339499455931, - "loss": 1.2481, + "epoch": 1.33, + "learning_rate": 6.671575846833579e-05, + "loss": 0.3818, "step": 1810 }, { - "epoch": 1.98, - "learning_rate": 0.00010097932535364527, - "loss": 1.2109, + "epoch": 1.34, + "learning_rate": 6.597938144329897e-05, + "loss": 0.4865, "step": 1820 }, { - "epoch": 1.99, - "learning_rate": 0.00010043525571273122, - "loss": 1.0191, + "epoch": 1.35, + "learning_rate": 6.524300441826216e-05, + "loss": 0.4752, "step": 1830 }, { - "epoch": 2.0, - "learning_rate": 9.98911860718172e-05, - "loss": 1.0464, + "epoch": 1.35, + "learning_rate": 6.450662739322534e-05, + "loss": 0.4353, "step": 1840 }, { - "epoch": 2.0, - "eval_accuracy": 0.5957562568008705, - "eval_loss": 1.3601454496383667, - "eval_runtime": 31.4007, - "eval_samples_per_second": 58.534, - "eval_steps_per_second": 7.325, + "epoch": 1.35, + "eval_accuracy": 0.8136279926335175, + "eval_loss": 0.5133872628211975, + "eval_runtime": 52.3565, + "eval_samples_per_second": 51.856, + "eval_steps_per_second": 6.494, "step": 1840 }, { - "epoch": 2.01, - "learning_rate": 9.934711643090316e-05, - "loss": 0.645, + "epoch": 1.36, + "learning_rate": 6.377025036818851e-05, + "loss": 0.3349, "step": 1850 }, { - "epoch": 2.02, - "learning_rate": 9.880304678998913e-05, - "loss": 0.6802, + "epoch": 1.37, + "learning_rate": 6.30338733431517e-05, + "loss": 0.2902, "step": 1860 }, { - "epoch": 2.03, - "learning_rate": 9.825897714907508e-05, - "loss": 0.6228, + "epoch": 1.38, + "learning_rate": 6.229749631811488e-05, + "loss": 0.5968, "step": 1870 }, { - "epoch": 2.05, - "learning_rate": 9.771490750816105e-05, - "loss": 0.6345, + "epoch": 1.38, + "learning_rate": 6.156111929307806e-05, + "loss": 0.422, "step": 1880 }, { - "epoch": 2.05, - "eval_accuracy": 0.5973884657236126, - "eval_loss": 1.3790967464447021, - "eval_runtime": 31.7311, - "eval_samples_per_second": 57.924, - "eval_steps_per_second": 7.248, + "epoch": 1.38, + "eval_accuracy": 0.8106813996316758, + "eval_loss": 0.521941065788269, + "eval_runtime": 51.8454, + "eval_samples_per_second": 52.367, + "eval_steps_per_second": 6.558, "step": 1880 }, { - "epoch": 2.06, - "learning_rate": 9.717083786724701e-05, - "loss": 0.5766, + "epoch": 1.39, + "learning_rate": 6.0824742268041234e-05, + "loss": 0.3134, "step": 1890 }, { - "epoch": 2.07, - "learning_rate": 9.662676822633298e-05, - "loss": 0.5642, + "epoch": 1.4, + "learning_rate": 6.008836524300442e-05, + "loss": 0.5106, "step": 1900 }, { - "epoch": 2.08, - "learning_rate": 9.608269858541894e-05, - "loss": 0.5394, + "epoch": 1.41, + "learning_rate": 5.93519882179676e-05, + "loss": 0.3672, "step": 1910 }, { - "epoch": 2.09, - "learning_rate": 9.553862894450491e-05, - "loss": 0.5622, + "epoch": 1.41, + "learning_rate": 5.861561119293079e-05, + "loss": 0.4875, "step": 1920 }, { - "epoch": 2.09, - "eval_accuracy": 0.5957562568008705, - "eval_loss": 1.3800909519195557, - "eval_runtime": 31.768, - "eval_samples_per_second": 57.857, - "eval_steps_per_second": 7.24, + "epoch": 1.41, + "eval_accuracy": 0.823572744014733, + "eval_loss": 0.4959632158279419, + "eval_runtime": 51.2335, + "eval_samples_per_second": 52.993, + "eval_steps_per_second": 6.636, "step": 1920 }, { - "epoch": 2.1, - "learning_rate": 9.499455930359087e-05, - "loss": 0.5452, + "epoch": 1.42, + "learning_rate": 5.787923416789397e-05, + "loss": 0.3232, "step": 1930 }, { - "epoch": 2.11, - "learning_rate": 9.445048966267683e-05, - "loss": 0.5394, + "epoch": 1.43, + "learning_rate": 5.714285714285714e-05, + "loss": 0.3946, "step": 1940 }, { - "epoch": 2.12, - "learning_rate": 9.390642002176279e-05, - "loss": 0.6138, + "epoch": 1.44, + "learning_rate": 5.6406480117820326e-05, + "loss": 0.368, "step": 1950 }, { - "epoch": 2.13, - "learning_rate": 9.336235038084876e-05, - "loss": 0.4926, + "epoch": 1.44, + "learning_rate": 5.567010309278351e-05, + "loss": 0.2695, "step": 1960 }, { - "epoch": 2.13, - "eval_accuracy": 0.6071817192600653, - "eval_loss": 1.3753130435943604, - "eval_runtime": 32.14, - "eval_samples_per_second": 57.187, - "eval_steps_per_second": 7.156, + "epoch": 1.44, + "eval_accuracy": 0.8283609576427255, + "eval_loss": 0.4938356876373291, + "eval_runtime": 51.5366, + "eval_samples_per_second": 52.681, + "eval_steps_per_second": 6.597, "step": 1960 }, { - "epoch": 2.14, - "learning_rate": 9.281828073993472e-05, - "loss": 0.5839, + "epoch": 1.45, + "learning_rate": 5.4933726067746695e-05, + "loss": 0.3932, "step": 1970 }, { - "epoch": 2.15, - "learning_rate": 9.227421109902067e-05, - "loss": 0.6893, + "epoch": 1.46, + "learning_rate": 5.4197349042709865e-05, + "loss": 0.3572, "step": 1980 }, { - "epoch": 2.17, - "learning_rate": 9.173014145810664e-05, - "loss": 0.5675, + "epoch": 1.47, + "learning_rate": 5.346097201767305e-05, + "loss": 0.5021, "step": 1990 }, { - "epoch": 2.18, - "learning_rate": 9.11860718171926e-05, - "loss": 0.6031, + "epoch": 1.47, + "learning_rate": 5.2724594992636234e-05, + "loss": 0.3038, "step": 2000 }, { - "epoch": 2.18, - "eval_accuracy": 0.5979325353645266, - "eval_loss": 1.3890224695205688, - "eval_runtime": 31.7313, - "eval_samples_per_second": 57.924, - "eval_steps_per_second": 7.248, + "epoch": 1.47, + "eval_accuracy": 0.8276243093922652, + "eval_loss": 0.48587676882743835, + "eval_runtime": 52.2942, + "eval_samples_per_second": 51.918, + "eval_steps_per_second": 6.502, "step": 2000 }, { - "epoch": 2.19, - "learning_rate": 9.064200217627857e-05, - "loss": 0.5095, + "epoch": 1.48, + "learning_rate": 5.198821796759942e-05, + "loss": 0.3817, "step": 2010 }, { - "epoch": 2.2, - "learning_rate": 9.009793253536452e-05, - "loss": 0.589, + "epoch": 1.49, + "learning_rate": 5.125184094256259e-05, + "loss": 0.3844, "step": 2020 }, { - "epoch": 2.21, - "learning_rate": 8.955386289445049e-05, - "loss": 0.667, + "epoch": 1.49, + "learning_rate": 5.051546391752577e-05, + "loss": 0.3217, "step": 2030 }, { - "epoch": 2.22, - "learning_rate": 8.900979325353645e-05, - "loss": 0.376, + "epoch": 1.5, + "learning_rate": 4.977908689248896e-05, + "loss": 0.4076, "step": 2040 }, { - "epoch": 2.22, - "eval_accuracy": 0.6191512513601741, - "eval_loss": 1.3675874471664429, - "eval_runtime": 31.4637, - "eval_samples_per_second": 58.417, - "eval_steps_per_second": 7.31, + "epoch": 1.5, + "eval_accuracy": 0.825414364640884, + "eval_loss": 0.4927995204925537, + "eval_runtime": 50.7363, + "eval_samples_per_second": 53.512, + "eval_steps_per_second": 6.701, "step": 2040 }, { - "epoch": 2.23, - "learning_rate": 8.846572361262242e-05, - "loss": 0.5566, + "epoch": 1.51, + "learning_rate": 4.9042709867452135e-05, + "loss": 0.431, "step": 2050 }, { - "epoch": 2.24, - "learning_rate": 8.792165397170838e-05, - "loss": 0.5404, + "epoch": 1.52, + "learning_rate": 4.830633284241532e-05, + "loss": 0.3252, "step": 2060 }, { - "epoch": 2.25, - "learning_rate": 8.737758433079435e-05, - "loss": 0.7074, + "epoch": 1.52, + "learning_rate": 4.75699558173785e-05, + "loss": 0.3145, "step": 2070 }, { - "epoch": 2.26, - "learning_rate": 8.683351468988032e-05, - "loss": 0.5824, + "epoch": 1.53, + "learning_rate": 4.683357879234168e-05, + "loss": 0.4613, "step": 2080 }, { - "epoch": 2.26, - "eval_accuracy": 0.6066376496191512, - "eval_loss": 1.4152354001998901, - "eval_runtime": 31.6073, - "eval_samples_per_second": 58.151, - "eval_steps_per_second": 7.277, + "epoch": 1.53, + "eval_accuracy": 0.8338858195211787, + "eval_loss": 0.4798433482646942, + "eval_runtime": 51.6374, + "eval_samples_per_second": 52.578, + "eval_steps_per_second": 6.584, "step": 2080 }, { - "epoch": 2.27, - "learning_rate": 8.628944504896627e-05, - "loss": 0.5761, + "epoch": 1.54, + "learning_rate": 4.6097201767304866e-05, + "loss": 0.3371, "step": 2090 }, { - "epoch": 2.29, - "learning_rate": 8.574537540805223e-05, - "loss": 0.6037, + "epoch": 1.55, + "learning_rate": 4.536082474226804e-05, + "loss": 0.5341, "step": 2100 }, { - "epoch": 2.3, - "learning_rate": 8.52013057671382e-05, - "loss": 0.4611, + "epoch": 1.55, + "learning_rate": 4.462444771723123e-05, + "loss": 0.3712, "step": 2110 }, { - "epoch": 2.31, - "learning_rate": 8.465723612622416e-05, - "loss": 0.6753, + "epoch": 1.56, + "learning_rate": 4.3888070692194405e-05, + "loss": 0.3672, "step": 2120 }, { - "epoch": 2.31, - "eval_accuracy": 0.6099020674646355, - "eval_loss": 1.3810958862304688, - "eval_runtime": 31.5282, - "eval_samples_per_second": 58.297, - "eval_steps_per_second": 7.295, + "epoch": 1.56, + "eval_accuracy": 0.8331491712707182, + "eval_loss": 0.47213244438171387, + "eval_runtime": 50.5283, + "eval_samples_per_second": 53.732, + "eval_steps_per_second": 6.729, "step": 2120 }, { - "epoch": 2.32, - "learning_rate": 8.411316648531013e-05, - "loss": 0.5639, + "epoch": 1.57, + "learning_rate": 4.315169366715759e-05, + "loss": 0.3377, "step": 2130 }, { - "epoch": 2.33, - "learning_rate": 8.35690968443961e-05, - "loss": 0.5866, + "epoch": 1.58, + "learning_rate": 4.241531664212077e-05, + "loss": 0.377, "step": 2140 }, { - "epoch": 2.34, - "learning_rate": 8.302502720348205e-05, - "loss": 0.515, + "epoch": 1.58, + "learning_rate": 4.167893961708395e-05, + "loss": 0.3033, "step": 2150 }, { - "epoch": 2.35, - "learning_rate": 8.248095756256801e-05, - "loss": 0.5047, + "epoch": 1.59, + "learning_rate": 4.094256259204713e-05, + "loss": 0.4058, "step": 2160 }, { - "epoch": 2.35, - "eval_accuracy": 0.6082698585418934, - "eval_loss": 1.3635469675064087, - "eval_runtime": 31.4892, - "eval_samples_per_second": 58.369, - "eval_steps_per_second": 7.304, + "epoch": 1.59, + "eval_accuracy": 0.8320441988950277, + "eval_loss": 0.46750709414482117, + "eval_runtime": 51.3576, + "eval_samples_per_second": 52.865, + "eval_steps_per_second": 6.62, "step": 2160 }, { - "epoch": 2.36, - "learning_rate": 8.193688792165398e-05, - "loss": 0.5216, + "epoch": 1.6, + "learning_rate": 4.020618556701031e-05, + "loss": 0.2632, "step": 2170 }, { - "epoch": 2.37, - "learning_rate": 8.139281828073993e-05, - "loss": 0.4849, + "epoch": 1.61, + "learning_rate": 3.946980854197349e-05, + "loss": 0.3504, "step": 2180 }, { - "epoch": 2.38, - "learning_rate": 8.08487486398259e-05, - "loss": 0.561, + "epoch": 1.61, + "learning_rate": 3.8733431516936675e-05, + "loss": 0.2671, "step": 2190 }, { - "epoch": 2.39, - "learning_rate": 8.030467899891186e-05, - "loss": 0.4831, + "epoch": 1.62, + "learning_rate": 3.799705449189985e-05, + "loss": 0.2954, "step": 2200 }, { - "epoch": 2.39, - "eval_accuracy": 0.6039173014145811, - "eval_loss": 1.4076539278030396, - "eval_runtime": 32.0853, - "eval_samples_per_second": 57.285, - "eval_steps_per_second": 7.168, + "epoch": 1.62, + "eval_accuracy": 0.8368324125230202, + "eval_loss": 0.45633676648139954, + "eval_runtime": 51.1084, + "eval_samples_per_second": 53.122, + "eval_steps_per_second": 6.653, "step": 2200 }, { - "epoch": 2.4, - "learning_rate": 7.976060935799783e-05, - "loss": 0.5728, + "epoch": 1.63, + "learning_rate": 3.726067746686304e-05, + "loss": 0.3205, "step": 2210 }, { - "epoch": 2.42, - "learning_rate": 7.921653971708379e-05, - "loss": 0.444, + "epoch": 1.63, + "learning_rate": 3.6524300441826214e-05, + "loss": 0.299, "step": 2220 }, { - "epoch": 2.43, - "learning_rate": 7.867247007616976e-05, - "loss": 0.5329, + "epoch": 1.64, + "learning_rate": 3.57879234167894e-05, + "loss": 0.3119, "step": 2230 }, { - "epoch": 2.44, - "learning_rate": 7.812840043525572e-05, - "loss": 0.6054, + "epoch": 1.65, + "learning_rate": 3.5051546391752576e-05, + "loss": 0.3334, "step": 2240 }, { - "epoch": 2.44, - "eval_accuracy": 0.6175190424374319, - "eval_loss": 1.361071228981018, - "eval_runtime": 32.0081, - "eval_samples_per_second": 57.423, - "eval_steps_per_second": 7.186, + "epoch": 1.65, + "eval_accuracy": 0.8324125230202578, + "eval_loss": 0.47254547476768494, + "eval_runtime": 50.5237, + "eval_samples_per_second": 53.737, + "eval_steps_per_second": 6.73, "step": 2240 }, { - "epoch": 2.45, - "learning_rate": 7.758433079434167e-05, - "loss": 0.5624, + "epoch": 1.66, + "learning_rate": 3.431516936671576e-05, + "loss": 0.3469, "step": 2250 }, { - "epoch": 2.46, - "learning_rate": 7.704026115342764e-05, - "loss": 0.561, + "epoch": 1.66, + "learning_rate": 3.357879234167894e-05, + "loss": 0.2501, "step": 2260 }, { - "epoch": 2.47, - "learning_rate": 7.64961915125136e-05, - "loss": 0.5178, + "epoch": 1.67, + "learning_rate": 3.284241531664212e-05, + "loss": 0.3941, "step": 2270 }, { - "epoch": 2.48, - "learning_rate": 7.595212187159957e-05, - "loss": 0.5997, + "epoch": 1.68, + "learning_rate": 3.2106038291605307e-05, + "loss": 0.3151, "step": 2280 }, { - "epoch": 2.48, - "eval_accuracy": 0.6158868335146899, - "eval_loss": 1.3456101417541504, - "eval_runtime": 31.9844, - "eval_samples_per_second": 57.465, - "eval_steps_per_second": 7.191, + "epoch": 1.68, + "eval_accuracy": 0.8342541436464088, + "eval_loss": 0.49459975957870483, + "eval_runtime": 51.2803, + "eval_samples_per_second": 52.944, + "eval_steps_per_second": 6.63, "step": 2280 }, { - "epoch": 2.49, - "learning_rate": 7.540805223068554e-05, - "loss": 0.4876, + "epoch": 1.69, + "learning_rate": 3.1369661266568484e-05, + "loss": 0.3946, "step": 2290 }, { - "epoch": 2.5, - "learning_rate": 7.48639825897715e-05, - "loss": 0.5375, + "epoch": 1.69, + "learning_rate": 3.063328424153167e-05, + "loss": 0.3603, "step": 2300 }, { - "epoch": 2.51, - "learning_rate": 7.431991294885747e-05, - "loss": 0.5727, + "epoch": 1.7, + "learning_rate": 2.9896907216494846e-05, + "loss": 0.2634, "step": 2310 }, { - "epoch": 2.52, - "learning_rate": 7.377584330794342e-05, - "loss": 0.4648, + "epoch": 1.71, + "learning_rate": 2.916053019145803e-05, + "loss": 0.3322, "step": 2320 }, { - "epoch": 2.52, - "eval_accuracy": 0.6175190424374319, - "eval_loss": 1.3429198265075684, - "eval_runtime": 31.6074, - "eval_samples_per_second": 58.151, - "eval_steps_per_second": 7.277, + "epoch": 1.71, + "eval_accuracy": 0.8401473296500921, + "eval_loss": 0.4636726379394531, + "eval_runtime": 51.0603, + "eval_samples_per_second": 53.172, + "eval_steps_per_second": 6.659, "step": 2320 }, { - "epoch": 2.54, - "learning_rate": 7.323177366702938e-05, - "loss": 0.5728, + "epoch": 1.72, + "learning_rate": 2.8424153166421208e-05, + "loss": 0.3206, "step": 2330 }, { - "epoch": 2.55, - "learning_rate": 7.268770402611535e-05, - "loss": 0.4683, + "epoch": 1.72, + "learning_rate": 2.7687776141384392e-05, + "loss": 0.4357, "step": 2340 }, { - "epoch": 2.56, - "learning_rate": 7.21436343852013e-05, - "loss": 0.5095, + "epoch": 1.73, + "learning_rate": 2.695139911634757e-05, + "loss": 0.2878, "step": 2350 }, { - "epoch": 2.57, - "learning_rate": 7.159956474428727e-05, - "loss": 0.5885, + "epoch": 1.74, + "learning_rate": 2.6215022091310754e-05, + "loss": 0.4057, "step": 2360 }, { - "epoch": 2.57, - "eval_accuracy": 0.6218715995647442, - "eval_loss": 1.3531224727630615, - "eval_runtime": 31.6702, - "eval_samples_per_second": 58.036, - "eval_steps_per_second": 7.262, + "epoch": 1.74, + "eval_accuracy": 0.8379373848987108, + "eval_loss": 0.461891233921051, + "eval_runtime": 51.5789, + "eval_samples_per_second": 52.638, + "eval_steps_per_second": 6.592, "step": 2360 }, { - "epoch": 2.58, - "learning_rate": 7.105549510337323e-05, - "loss": 0.483, + "epoch": 1.75, + "learning_rate": 2.547864506627393e-05, + "loss": 0.3853, "step": 2370 }, { - "epoch": 2.59, - "learning_rate": 7.05114254624592e-05, - "loss": 0.4248, + "epoch": 1.75, + "learning_rate": 2.4742268041237116e-05, + "loss": 0.3127, "step": 2380 }, { - "epoch": 2.6, - "learning_rate": 6.996735582154516e-05, - "loss": 0.4206, + "epoch": 1.76, + "learning_rate": 2.4005891016200297e-05, + "loss": 0.3005, "step": 2390 }, { - "epoch": 2.61, - "learning_rate": 6.942328618063112e-05, - "loss": 0.5405, + "epoch": 1.77, + "learning_rate": 2.3269513991163478e-05, + "loss": 0.3365, "step": 2400 }, { - "epoch": 2.61, - "eval_accuracy": 0.6273122959738846, - "eval_loss": 1.3313764333724976, - "eval_runtime": 31.9004, - "eval_samples_per_second": 57.617, - "eval_steps_per_second": 7.21, + "epoch": 1.77, + "eval_accuracy": 0.8372007366482505, + "eval_loss": 0.45343735814094543, + "eval_runtime": 52.5929, + "eval_samples_per_second": 51.623, + "eval_steps_per_second": 6.465, "step": 2400 }, { - "epoch": 2.62, - "learning_rate": 6.887921653971708e-05, - "loss": 0.4929, + "epoch": 1.77, + "learning_rate": 2.253313696612666e-05, + "loss": 0.285, "step": 2410 }, { - "epoch": 2.63, - "learning_rate": 6.833514689880305e-05, - "loss": 0.5165, + "epoch": 1.78, + "learning_rate": 2.179675994108984e-05, + "loss": 0.3114, "step": 2420 }, { - "epoch": 2.64, - "learning_rate": 6.779107725788901e-05, - "loss": 0.6003, + "epoch": 1.79, + "learning_rate": 2.106038291605302e-05, + "loss": 0.321, "step": 2430 }, { - "epoch": 2.66, - "learning_rate": 6.724700761697498e-05, - "loss": 0.5752, + "epoch": 1.8, + "learning_rate": 2.03240058910162e-05, + "loss": 0.2832, "step": 2440 }, { - "epoch": 2.66, - "eval_accuracy": 0.6343852013057671, - "eval_loss": 1.3247264623641968, - "eval_runtime": 31.5426, - "eval_samples_per_second": 58.27, - "eval_steps_per_second": 7.292, + "epoch": 1.8, + "eval_accuracy": 0.8397790055248618, + "eval_loss": 0.4500523805618286, + "eval_runtime": 51.02, + "eval_samples_per_second": 53.214, + "eval_steps_per_second": 6.664, "step": 2440 }, { - "epoch": 2.67, - "learning_rate": 6.670293797606094e-05, - "loss": 0.4671, + "epoch": 1.8, + "learning_rate": 1.9587628865979382e-05, + "loss": 0.3756, "step": 2450 }, { - "epoch": 2.68, - "learning_rate": 6.615886833514691e-05, - "loss": 0.4499, + "epoch": 1.81, + "learning_rate": 1.8851251840942563e-05, + "loss": 0.2677, "step": 2460 }, { - "epoch": 2.69, - "learning_rate": 6.561479869423286e-05, - "loss": 0.5622, + "epoch": 1.82, + "learning_rate": 1.8114874815905744e-05, + "loss": 0.392, "step": 2470 }, { - "epoch": 2.7, - "learning_rate": 6.507072905331883e-05, - "loss": 0.5156, + "epoch": 1.83, + "learning_rate": 1.7378497790868925e-05, + "loss": 0.2512, "step": 2480 }, { - "epoch": 2.7, - "eval_accuracy": 0.6322089227421109, - "eval_loss": 1.3440065383911133, - "eval_runtime": 32.1302, - "eval_samples_per_second": 57.205, - "eval_steps_per_second": 7.158, + "epoch": 1.83, + "eval_accuracy": 0.8427255985267035, + "eval_loss": 0.44581884145736694, + "eval_runtime": 50.8126, + "eval_samples_per_second": 53.432, + "eval_steps_per_second": 6.691, "step": 2480 }, { - "epoch": 2.71, - "learning_rate": 6.452665941240479e-05, - "loss": 0.4567, + "epoch": 1.83, + "learning_rate": 1.6642120765832106e-05, + "loss": 0.3217, "step": 2490 }, { - "epoch": 2.72, - "learning_rate": 6.398258977149076e-05, - "loss": 0.6599, + "epoch": 1.84, + "learning_rate": 1.5905743740795287e-05, + "loss": 0.3821, "step": 2500 }, { - "epoch": 2.73, - "learning_rate": 6.343852013057672e-05, - "loss": 0.4837, + "epoch": 1.85, + "learning_rate": 1.5169366715758468e-05, + "loss": 0.2863, "step": 2510 }, { - "epoch": 2.74, - "learning_rate": 6.289445048966269e-05, - "loss": 0.5518, + "epoch": 1.86, + "learning_rate": 1.4432989690721649e-05, + "loss": 0.2347, "step": 2520 }, { - "epoch": 2.74, - "eval_accuracy": 0.6338411316648531, - "eval_loss": 1.315151333808899, - "eval_runtime": 31.8096, - "eval_samples_per_second": 57.781, - "eval_steps_per_second": 7.231, + "epoch": 1.86, + "eval_accuracy": 0.8423572744014733, + "eval_loss": 0.44903260469436646, + "eval_runtime": 51.8254, + "eval_samples_per_second": 52.387, + "eval_steps_per_second": 6.56, "step": 2520 }, { - "epoch": 2.75, - "learning_rate": 6.235038084874864e-05, - "loss": 0.4855, + "epoch": 1.86, + "learning_rate": 1.3696612665684833e-05, + "loss": 0.1994, "step": 2530 }, { - "epoch": 2.76, - "learning_rate": 6.18063112078346e-05, - "loss": 0.4465, + "epoch": 1.87, + "learning_rate": 1.2960235640648014e-05, + "loss": 0.2408, "step": 2540 }, { - "epoch": 2.77, - "learning_rate": 6.126224156692056e-05, - "loss": 0.5561, + "epoch": 1.88, + "learning_rate": 1.2223858615611193e-05, + "loss": 0.4364, "step": 2550 }, { - "epoch": 2.79, - "learning_rate": 6.071817192600653e-05, - "loss": 0.5928, + "epoch": 1.89, + "learning_rate": 1.1487481590574374e-05, + "loss": 0.1912, "step": 2560 }, { - "epoch": 2.79, - "eval_accuracy": 0.6398258977149075, - "eval_loss": 1.2906804084777832, - "eval_runtime": 31.6667, - "eval_samples_per_second": 58.042, - "eval_steps_per_second": 7.263, + "epoch": 1.89, + "eval_accuracy": 0.8449355432780847, + "eval_loss": 0.44017237424850464, + "eval_runtime": 51.6194, + "eval_samples_per_second": 52.597, + "eval_steps_per_second": 6.587, "step": 2560 }, { - "epoch": 2.8, - "learning_rate": 6.0174102285092495e-05, - "loss": 0.5153, + "epoch": 1.89, + "learning_rate": 1.0751104565537557e-05, + "loss": 0.3227, "step": 2570 }, { - "epoch": 2.81, - "learning_rate": 5.9630032644178454e-05, - "loss": 0.4992, + "epoch": 1.9, + "learning_rate": 1.0014727540500737e-05, + "loss": 0.2769, "step": 2580 }, { - "epoch": 2.82, - "learning_rate": 5.908596300326442e-05, - "loss": 0.5095, + "epoch": 1.91, + "learning_rate": 9.278350515463918e-06, + "loss": 0.2485, "step": 2590 }, { - "epoch": 2.83, - "learning_rate": 5.8541893362350385e-05, - "loss": 0.5283, + "epoch": 1.91, + "learning_rate": 8.5419734904271e-06, + "loss": 0.3679, "step": 2600 }, { - "epoch": 2.83, - "eval_accuracy": 0.6452665941240479, - "eval_loss": 1.2707958221435547, - "eval_runtime": 31.5986, - "eval_samples_per_second": 58.167, - "eval_steps_per_second": 7.279, + "epoch": 1.91, + "eval_accuracy": 0.8464088397790055, + "eval_loss": 0.4389094412326813, + "eval_runtime": 50.627, + "eval_samples_per_second": 53.628, + "eval_steps_per_second": 6.716, "step": 2600 }, { - "epoch": 2.84, - "learning_rate": 5.799782372143635e-05, - "loss": 0.4745, + "epoch": 1.92, + "learning_rate": 7.80559646539028e-06, + "loss": 0.3111, "step": 2610 }, { - "epoch": 2.85, - "learning_rate": 5.7453754080522316e-05, - "loss": 0.503, + "epoch": 1.93, + "learning_rate": 7.069219440353461e-06, + "loss": 0.33, "step": 2620 }, { - "epoch": 2.86, - "learning_rate": 5.690968443960827e-05, - "loss": 0.3843, + "epoch": 1.94, + "learning_rate": 6.332842415316642e-06, + "loss": 0.2817, "step": 2630 }, { - "epoch": 2.87, - "learning_rate": 5.636561479869423e-05, - "loss": 0.5054, + "epoch": 1.94, + "learning_rate": 5.596465390279824e-06, + "loss": 0.2953, "step": 2640 }, { - "epoch": 2.87, - "eval_accuracy": 0.6332970620239391, - "eval_loss": 1.2805439233779907, - "eval_runtime": 31.8568, - "eval_samples_per_second": 57.696, - "eval_steps_per_second": 7.22, + "epoch": 1.94, + "eval_accuracy": 0.8515653775322284, + "eval_loss": 0.4342978596687317, + "eval_runtime": 51.1052, + "eval_samples_per_second": 53.126, + "eval_steps_per_second": 6.653, "step": 2640 }, { - "epoch": 2.88, - "learning_rate": 5.58215451577802e-05, - "loss": 0.4127, + "epoch": 1.95, + "learning_rate": 4.860088365243005e-06, + "loss": 0.247, "step": 2650 }, { - "epoch": 2.89, - "learning_rate": 5.5277475516866164e-05, - "loss": 0.4589, + "epoch": 1.96, + "learning_rate": 4.123711340206186e-06, + "loss": 0.3024, "step": 2660 }, { - "epoch": 2.91, - "learning_rate": 5.473340587595212e-05, - "loss": 0.6578, + "epoch": 1.97, + "learning_rate": 3.3873343151693666e-06, + "loss": 0.2232, "step": 2670 }, { - "epoch": 2.92, - "learning_rate": 5.418933623503809e-05, - "loss": 0.4513, + "epoch": 1.97, + "learning_rate": 2.650957290132548e-06, + "loss": 0.2982, "step": 2680 }, { - "epoch": 2.92, - "eval_accuracy": 0.6360174102285092, - "eval_loss": 1.304470419883728, - "eval_runtime": 32.1887, - "eval_samples_per_second": 57.101, - "eval_steps_per_second": 7.145, + "epoch": 1.97, + "eval_accuracy": 0.8486187845303867, + "eval_loss": 0.4305761158466339, + "eval_runtime": 51.0559, + "eval_samples_per_second": 53.177, + "eval_steps_per_second": 6.659, "step": 2680 - }, - { - "epoch": 2.93, - "learning_rate": 5.3645266594124054e-05, - "loss": 0.5623, - "step": 2690 - }, - { - "epoch": 2.94, - "learning_rate": 5.3101196953210006e-05, - "loss": 0.6832, - "step": 2700 - }, - { - "epoch": 2.95, - "learning_rate": 5.255712731229597e-05, - "loss": 0.417, - "step": 2710 - }, - { - "epoch": 2.96, - "learning_rate": 5.201305767138194e-05, - "loss": 0.4405, - "step": 2720 - }, - { - "epoch": 2.96, - "eval_accuracy": 0.6425462459194777, - "eval_loss": 1.3049399852752686, - "eval_runtime": 32.0538, - "eval_samples_per_second": 57.341, - "eval_steps_per_second": 7.175, - "step": 2720 - }, - { - "epoch": 2.97, - "learning_rate": 5.14689880304679e-05, - "loss": 0.5936, - "step": 2730 - }, - { - "epoch": 2.98, - "learning_rate": 5.092491838955387e-05, - "loss": 0.411, - "step": 2740 - }, - { - "epoch": 2.99, - "learning_rate": 5.038084874863983e-05, - "loss": 0.4975, - "step": 2750 - }, - { - "epoch": 3.0, - "learning_rate": 4.983677910772579e-05, - "loss": 0.3695, - "step": 2760 - }, - { - "epoch": 3.0, - "eval_accuracy": 0.6398258977149075, - "eval_loss": 1.3069652318954468, - "eval_runtime": 31.9114, - "eval_samples_per_second": 57.597, - "eval_steps_per_second": 7.207, - "step": 2760 - }, - { - "epoch": 3.01, - "learning_rate": 4.929270946681175e-05, - "loss": 0.2096, - "step": 2770 - }, - { - "epoch": 3.03, - "learning_rate": 4.8748639825897716e-05, - "loss": 0.134, - "step": 2780 - }, - { - "epoch": 3.04, - "learning_rate": 4.820457018498368e-05, - "loss": 0.1749, - "step": 2790 - }, - { - "epoch": 3.05, - "learning_rate": 4.766050054406964e-05, - "loss": 0.2109, - "step": 2800 - }, - { - "epoch": 3.05, - "eval_accuracy": 0.6414581066376496, - "eval_loss": 1.3126190900802612, - "eval_runtime": 31.6295, - "eval_samples_per_second": 58.11, - "eval_steps_per_second": 7.272, - "step": 2800 - }, - { - "epoch": 3.06, - "learning_rate": 4.7116430903155606e-05, - "loss": 0.1672, - "step": 2810 - }, - { - "epoch": 3.07, - "learning_rate": 4.657236126224157e-05, - "loss": 0.1398, - "step": 2820 - }, - { - "epoch": 3.08, - "learning_rate": 4.602829162132753e-05, - "loss": 0.2211, - "step": 2830 - }, - { - "epoch": 3.09, - "learning_rate": 4.5484221980413496e-05, - "loss": 0.1899, - "step": 2840 - }, - { - "epoch": 3.09, - "eval_accuracy": 0.6517954298150164, - "eval_loss": 1.3004298210144043, - "eval_runtime": 31.8608, - "eval_samples_per_second": 57.688, - "eval_steps_per_second": 7.219, - "step": 2840 - }, - { - "epoch": 3.1, - "learning_rate": 4.494015233949946e-05, - "loss": 0.1822, - "step": 2850 - }, - { - "epoch": 3.11, - "learning_rate": 4.439608269858542e-05, - "loss": 0.1346, - "step": 2860 - }, - { - "epoch": 3.12, - "learning_rate": 4.385201305767138e-05, - "loss": 0.1895, - "step": 2870 - }, - { - "epoch": 3.13, - "learning_rate": 4.3307943416757344e-05, - "loss": 0.1338, - "step": 2880 - }, - { - "epoch": 3.13, - "eval_accuracy": 0.6507072905331882, - "eval_loss": 1.292977213859558, - "eval_runtime": 32.2424, - "eval_samples_per_second": 57.006, - "eval_steps_per_second": 7.133, - "step": 2880 - }, - { - "epoch": 3.14, - "learning_rate": 4.276387377584331e-05, - "loss": 0.1475, - "step": 2890 - }, - { - "epoch": 3.16, - "learning_rate": 4.2219804134929275e-05, - "loss": 0.1118, - "step": 2900 - }, - { - "epoch": 3.17, - "learning_rate": 4.1675734494015234e-05, - "loss": 0.2001, - "step": 2910 - }, - { - "epoch": 3.18, - "learning_rate": 4.11316648531012e-05, - "loss": 0.1681, - "step": 2920 - }, - { - "epoch": 3.18, - "eval_accuracy": 0.6452665941240479, - "eval_loss": 1.338887095451355, - "eval_runtime": 32.1012, - "eval_samples_per_second": 57.256, - "eval_steps_per_second": 7.165, - "step": 2920 - }, - { - "epoch": 3.19, - "learning_rate": 4.0587595212187165e-05, - "loss": 0.1207, - "step": 2930 - }, - { - "epoch": 3.2, - "learning_rate": 4.004352557127313e-05, - "loss": 0.158, - "step": 2940 - }, - { - "epoch": 3.21, - "learning_rate": 3.949945593035909e-05, - "loss": 0.1602, - "step": 2950 - }, - { - "epoch": 3.22, - "learning_rate": 3.895538628944505e-05, - "loss": 0.156, - "step": 2960 - }, - { - "epoch": 3.22, - "eval_accuracy": 0.6430903155603918, - "eval_loss": 1.3379881381988525, - "eval_runtime": 31.8038, - "eval_samples_per_second": 57.792, - "eval_steps_per_second": 7.232, - "step": 2960 - }, - { - "epoch": 3.23, - "learning_rate": 3.841131664853101e-05, - "loss": 0.2014, - "step": 2970 - }, - { - "epoch": 3.24, - "learning_rate": 3.786724700761698e-05, - "loss": 0.1704, - "step": 2980 - }, - { - "epoch": 3.25, - "learning_rate": 3.732317736670294e-05, - "loss": 0.2522, - "step": 2990 - }, - { - "epoch": 3.26, - "learning_rate": 3.67791077257889e-05, - "loss": 0.1717, - "step": 3000 - }, - { - "epoch": 3.26, - "eval_accuracy": 0.6371055495103374, - "eval_loss": 1.3541066646575928, - "eval_runtime": 32.1836, - "eval_samples_per_second": 57.11, - "eval_steps_per_second": 7.147, - "step": 3000 - }, - { - "epoch": 3.28, - "learning_rate": 3.623503808487487e-05, - "loss": 0.1593, - "step": 3010 - }, - { - "epoch": 3.29, - "learning_rate": 3.569096844396083e-05, - "loss": 0.1803, - "step": 3020 - }, - { - "epoch": 3.3, - "learning_rate": 3.514689880304679e-05, - "loss": 0.1687, - "step": 3030 - }, - { - "epoch": 3.31, - "learning_rate": 3.460282916213276e-05, - "loss": 0.1244, - "step": 3040 - }, - { - "epoch": 3.31, - "eval_accuracy": 0.6420021762785637, - "eval_loss": 1.3497653007507324, - "eval_runtime": 32.2339, - "eval_samples_per_second": 57.021, - "eval_steps_per_second": 7.135, - "step": 3040 - }, - { - "epoch": 3.32, - "learning_rate": 3.4058759521218717e-05, - "loss": 0.1832, - "step": 3050 - }, - { - "epoch": 3.33, - "learning_rate": 3.3514689880304675e-05, - "loss": 0.1061, - "step": 3060 - }, - { - "epoch": 3.34, - "learning_rate": 3.297062023939064e-05, - "loss": 0.1092, - "step": 3070 - }, - { - "epoch": 3.35, - "learning_rate": 3.2426550598476606e-05, - "loss": 0.1148, - "step": 3080 - }, - { - "epoch": 3.35, - "eval_accuracy": 0.6566920565832427, - "eval_loss": 1.3009717464447021, - "eval_runtime": 31.9059, - "eval_samples_per_second": 57.607, - "eval_steps_per_second": 7.209, - "step": 3080 - }, - { - "epoch": 3.36, - "learning_rate": 3.188248095756257e-05, - "loss": 0.1352, - "step": 3090 - }, - { - "epoch": 3.37, - "learning_rate": 3.133841131664853e-05, - "loss": 0.1482, - "step": 3100 - }, - { - "epoch": 3.38, - "learning_rate": 3.0794341675734496e-05, - "loss": 0.183, - "step": 3110 - }, - { - "epoch": 3.39, - "learning_rate": 3.0250272034820458e-05, - "loss": 0.1223, - "step": 3120 - }, - { - "epoch": 3.39, - "eval_accuracy": 0.6436343852013058, - "eval_loss": 1.3242275714874268, - "eval_runtime": 32.4153, - "eval_samples_per_second": 56.702, - "eval_steps_per_second": 7.095, - "step": 3120 - }, - { - "epoch": 3.41, - "learning_rate": 2.9706202393906423e-05, - "loss": 0.1757, - "step": 3130 - }, - { - "epoch": 3.42, - "learning_rate": 2.9162132752992382e-05, - "loss": 0.2056, - "step": 3140 - }, - { - "epoch": 3.43, - "learning_rate": 2.8618063112078348e-05, - "loss": 0.0992, - "step": 3150 - }, - { - "epoch": 3.44, - "learning_rate": 2.8073993471164313e-05, - "loss": 0.0822, - "step": 3160 - }, - { - "epoch": 3.44, - "eval_accuracy": 0.6485310119695321, - "eval_loss": 1.3289127349853516, - "eval_runtime": 32.0196, - "eval_samples_per_second": 57.402, - "eval_steps_per_second": 7.183, - "step": 3160 - }, - { - "epoch": 3.45, - "learning_rate": 2.7529923830250275e-05, - "loss": 0.1514, - "step": 3170 - }, - { - "epoch": 3.46, - "learning_rate": 2.6985854189336234e-05, - "loss": 0.1512, - "step": 3180 - }, - { - "epoch": 3.47, - "learning_rate": 2.64417845484222e-05, - "loss": 0.2447, - "step": 3190 - }, - { - "epoch": 3.48, - "learning_rate": 2.5897714907508165e-05, - "loss": 0.2122, - "step": 3200 - }, - { - "epoch": 3.48, - "eval_accuracy": 0.6452665941240479, - "eval_loss": 1.3312246799468994, - "eval_runtime": 31.8811, - "eval_samples_per_second": 57.652, - "eval_steps_per_second": 7.214, - "step": 3200 - }, - { - "epoch": 3.49, - "learning_rate": 2.5353645266594124e-05, - "loss": 0.245, - "step": 3210 - }, - { - "epoch": 3.5, - "learning_rate": 2.4809575625680086e-05, - "loss": 0.169, - "step": 3220 - }, - { - "epoch": 3.51, - "learning_rate": 2.426550598476605e-05, - "loss": 0.1088, - "step": 3230 - }, - { - "epoch": 3.53, - "learning_rate": 2.3721436343852013e-05, - "loss": 0.1107, - "step": 3240 - }, - { - "epoch": 3.53, - "eval_accuracy": 0.6539717083786725, - "eval_loss": 1.3308542966842651, - "eval_runtime": 31.9205, - "eval_samples_per_second": 57.581, - "eval_steps_per_second": 7.205, - "step": 3240 - }, - { - "epoch": 3.54, - "learning_rate": 2.317736670293798e-05, - "loss": 0.1956, - "step": 3250 - }, - { - "epoch": 3.55, - "learning_rate": 2.263329706202394e-05, - "loss": 0.2284, - "step": 3260 - }, - { - "epoch": 3.56, - "learning_rate": 2.2089227421109903e-05, - "loss": 0.2057, - "step": 3270 - }, - { - "epoch": 3.57, - "learning_rate": 2.1545157780195865e-05, - "loss": 0.1542, - "step": 3280 - }, - { - "epoch": 3.57, - "eval_accuracy": 0.6517954298150164, - "eval_loss": 1.3291780948638916, - "eval_runtime": 31.9281, - "eval_samples_per_second": 57.567, - "eval_steps_per_second": 7.204, - "step": 3280 - }, - { - "epoch": 3.58, - "learning_rate": 2.100108813928183e-05, - "loss": 0.2547, - "step": 3290 - }, - { - "epoch": 3.59, - "learning_rate": 2.0457018498367793e-05, - "loss": 0.1693, - "step": 3300 - }, - { - "epoch": 3.6, - "learning_rate": 1.9912948857453755e-05, - "loss": 0.1856, - "step": 3310 - }, - { - "epoch": 3.61, - "learning_rate": 1.9368879216539717e-05, - "loss": 0.1932, - "step": 3320 - }, - { - "epoch": 3.61, - "eval_accuracy": 0.6485310119695321, - "eval_loss": 1.3065351247787476, - "eval_runtime": 32.2802, - "eval_samples_per_second": 56.939, - "eval_steps_per_second": 7.125, - "step": 3320 - }, - { - "epoch": 3.62, - "learning_rate": 1.8824809575625682e-05, - "loss": 0.1828, - "step": 3330 - }, - { - "epoch": 3.63, - "learning_rate": 1.8280739934711644e-05, - "loss": 0.1613, - "step": 3340 - }, - { - "epoch": 3.65, - "learning_rate": 1.7736670293797607e-05, - "loss": 0.1393, - "step": 3350 - }, - { - "epoch": 3.66, - "learning_rate": 1.719260065288357e-05, - "loss": 0.2909, - "step": 3360 - }, - { - "epoch": 3.66, - "eval_accuracy": 0.6545157780195865, - "eval_loss": 1.309682846069336, - "eval_runtime": 31.9846, - "eval_samples_per_second": 57.465, - "eval_steps_per_second": 7.191, - "step": 3360 - }, - { - "epoch": 3.67, - "learning_rate": 1.6648531011969534e-05, - "loss": 0.1763, - "step": 3370 - }, - { - "epoch": 3.68, - "learning_rate": 1.6104461371055496e-05, - "loss": 0.1939, - "step": 3380 - }, - { - "epoch": 3.69, - "learning_rate": 1.5560391730141458e-05, - "loss": 0.2101, - "step": 3390 - }, - { - "epoch": 3.7, - "learning_rate": 1.5016322089227422e-05, - "loss": 0.1504, - "step": 3400 - }, - { - "epoch": 3.7, - "eval_accuracy": 0.6545157780195865, - "eval_loss": 1.3114700317382812, - "eval_runtime": 32.1163, - "eval_samples_per_second": 57.23, - "eval_steps_per_second": 7.161, - "step": 3400 - }, - { - "epoch": 3.71, - "learning_rate": 1.4472252448313384e-05, - "loss": 0.1275, - "step": 3410 - }, - { - "epoch": 3.72, - "learning_rate": 1.3928182807399348e-05, - "loss": 0.1111, - "step": 3420 - }, - { - "epoch": 3.73, - "learning_rate": 1.338411316648531e-05, - "loss": 0.1553, - "step": 3430 - }, - { - "epoch": 3.74, - "learning_rate": 1.2840043525571274e-05, - "loss": 0.1823, - "step": 3440 - }, - { - "epoch": 3.74, - "eval_accuracy": 0.6545157780195865, - "eval_loss": 1.320819616317749, - "eval_runtime": 31.7036, - "eval_samples_per_second": 57.975, - "eval_steps_per_second": 7.255, - "step": 3440 - }, - { - "epoch": 3.75, - "learning_rate": 1.2295973884657238e-05, - "loss": 0.1772, - "step": 3450 - }, - { - "epoch": 3.76, - "learning_rate": 1.17519042437432e-05, - "loss": 0.2327, - "step": 3460 - }, - { - "epoch": 3.78, - "learning_rate": 1.1207834602829162e-05, - "loss": 0.2037, - "step": 3470 - }, - { - "epoch": 3.79, - "learning_rate": 1.0663764961915126e-05, - "loss": 0.2477, - "step": 3480 - }, - { - "epoch": 3.79, - "eval_accuracy": 0.6523394994559304, - "eval_loss": 1.3207744359970093, - "eval_runtime": 31.8189, - "eval_samples_per_second": 57.765, - "eval_steps_per_second": 7.228, - "step": 3480 - }, - { - "epoch": 3.8, - "learning_rate": 1.0119695321001088e-05, - "loss": 0.1393, - "step": 3490 - }, - { - "epoch": 3.81, - "learning_rate": 9.575625680087052e-06, - "loss": 0.2626, - "step": 3500 - }, - { - "epoch": 3.82, - "learning_rate": 9.031556039173014e-06, - "loss": 0.1723, - "step": 3510 - }, - { - "epoch": 3.83, - "learning_rate": 8.487486398258977e-06, - "loss": 0.1264, - "step": 3520 - }, - { - "epoch": 3.83, - "eval_accuracy": 0.6539717083786725, - "eval_loss": 1.324898362159729, - "eval_runtime": 31.8821, - "eval_samples_per_second": 57.65, - "eval_steps_per_second": 7.214, - "step": 3520 - }, - { - "epoch": 3.84, - "learning_rate": 7.94341675734494e-06, - "loss": 0.1544, - "step": 3530 - }, - { - "epoch": 3.85, - "learning_rate": 7.399347116430903e-06, - "loss": 0.1696, - "step": 3540 - }, - { - "epoch": 3.86, - "learning_rate": 6.855277475516866e-06, - "loss": 0.2394, - "step": 3550 - }, - { - "epoch": 3.87, - "learning_rate": 6.311207834602829e-06, - "loss": 0.1003, - "step": 3560 - }, - { - "epoch": 3.87, - "eval_accuracy": 0.6599564744287268, - "eval_loss": 1.3238483667373657, - "eval_runtime": 32.249, - "eval_samples_per_second": 56.994, - "eval_steps_per_second": 7.132, - "step": 3560 - }, - { - "epoch": 3.88, - "learning_rate": 5.767138193688792e-06, - "loss": 0.2542, - "step": 3570 - }, - { - "epoch": 3.9, - "learning_rate": 5.223068552774756e-06, - "loss": 0.142, - "step": 3580 - }, - { - "epoch": 3.91, - "learning_rate": 4.678998911860719e-06, - "loss": 0.1282, - "step": 3590 - }, - { - "epoch": 3.92, - "learning_rate": 4.134929270946682e-06, - "loss": 0.1335, - "step": 3600 - }, - { - "epoch": 3.92, - "eval_accuracy": 0.6610446137105549, - "eval_loss": 1.3172351121902466, - "eval_runtime": 31.9012, - "eval_samples_per_second": 57.615, - "eval_steps_per_second": 7.21, - "step": 3600 - }, - { - "epoch": 3.93, - "learning_rate": 3.5908596300326447e-06, - "loss": 0.1675, - "step": 3610 - }, - { - "epoch": 3.94, - "learning_rate": 3.0467899891186073e-06, - "loss": 0.0947, - "step": 3620 - }, - { - "epoch": 3.95, - "learning_rate": 2.5027203482045706e-06, - "loss": 0.1827, - "step": 3630 - }, - { - "epoch": 3.96, - "learning_rate": 1.958650707290533e-06, - "loss": 0.2452, - "step": 3640 - }, - { - "epoch": 3.96, - "eval_accuracy": 0.6556039173014145, - "eval_loss": 1.3156225681304932, - "eval_runtime": 32.1002, - "eval_samples_per_second": 57.258, - "eval_steps_per_second": 7.165, - "step": 3640 } ], - "max_steps": 3676, - "num_train_epochs": 4, - "total_flos": 4.5132044744502374e+18, + "max_steps": 2716, + "num_train_epochs": 2, + "total_flos": 3.322629783093584e+18, "trial_name": null, "trial_params": null }