{ "best_metric": 3.4408767223358154, "best_model_checkpoint": "/scratch/cl5625/exceptions/models/100M_low_1000_6910/checkpoint-40000", "epoch": 4.3126684636118595, "eval_steps": 1000, "global_step": 40000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.005390835579514825, "grad_norm": 4.540576457977295, "learning_rate": 0.000276, "loss": 9.0234, "step": 50 }, { "epoch": 0.01078167115902965, "grad_norm": 1.3573050498962402, "learning_rate": 0.0005759999999999999, "loss": 6.9351, "step": 100 }, { "epoch": 0.016172506738544475, "grad_norm": 1.575430989265442, "learning_rate": 0.000599702104695089, "loss": 6.533, "step": 150 }, { "epoch": 0.0215633423180593, "grad_norm": 1.919303297996521, "learning_rate": 0.0005993783054506205, "loss": 6.2466, "step": 200 }, { "epoch": 0.026954177897574125, "grad_norm": 1.5167046785354614, "learning_rate": 0.0005990545062061521, "loss": 6.0902, "step": 250 }, { "epoch": 0.03234501347708895, "grad_norm": 2.198723793029785, "learning_rate": 0.0005987307069616836, "loss": 5.9584, "step": 300 }, { "epoch": 0.03773584905660377, "grad_norm": 1.1930028200149536, "learning_rate": 0.0005984069077172153, "loss": 5.8824, "step": 350 }, { "epoch": 0.0431266846361186, "grad_norm": 1.5988584756851196, "learning_rate": 0.0005980831084727469, "loss": 5.8242, "step": 400 }, { "epoch": 0.04851752021563342, "grad_norm": 1.7518678903579712, "learning_rate": 0.0005977593092282784, "loss": 5.7575, "step": 450 }, { "epoch": 0.05390835579514825, "grad_norm": 1.542738914489746, "learning_rate": 0.00059743550998381, "loss": 5.65, "step": 500 }, { "epoch": 0.05929919137466307, "grad_norm": 1.1888893842697144, "learning_rate": 0.0005971117107393416, "loss": 5.6048, "step": 550 }, { "epoch": 0.0646900269541779, "grad_norm": 1.1427416801452637, "learning_rate": 0.0005967879114948732, "loss": 5.5294, "step": 600 }, { "epoch": 0.07008086253369272, "grad_norm": 1.5147260427474976, "learning_rate": 0.0005964641122504047, "loss": 5.4641, "step": 650 }, { "epoch": 0.07547169811320754, "grad_norm": 1.2342205047607422, "learning_rate": 0.0005961403130059363, "loss": 5.3932, "step": 700 }, { "epoch": 0.08086253369272237, "grad_norm": 0.8510802388191223, "learning_rate": 0.0005958165137614678, "loss": 5.3301, "step": 750 }, { "epoch": 0.0862533692722372, "grad_norm": 1.226401686668396, "learning_rate": 0.0005954927145169995, "loss": 5.2543, "step": 800 }, { "epoch": 0.09164420485175202, "grad_norm": 1.0827720165252686, "learning_rate": 0.0005951689152725309, "loss": 5.2325, "step": 850 }, { "epoch": 0.09703504043126684, "grad_norm": 1.071048378944397, "learning_rate": 0.0005948451160280626, "loss": 5.1791, "step": 900 }, { "epoch": 0.10242587601078167, "grad_norm": 0.8528303503990173, "learning_rate": 0.0005945213167835941, "loss": 5.1133, "step": 950 }, { "epoch": 0.1078167115902965, "grad_norm": 1.1848195791244507, "learning_rate": 0.0005941975175391257, "loss": 5.1184, "step": 1000 }, { "epoch": 0.1078167115902965, "eval_accuracy": 0.22659494561977292, "eval_loss": 5.030709743499756, "eval_runtime": 186.5313, "eval_samples_per_second": 96.558, "eval_steps_per_second": 6.037, "step": 1000 }, { "epoch": 0.11320754716981132, "grad_norm": 1.076619029045105, "learning_rate": 0.0005938737182946572, "loss": 5.052, "step": 1050 }, { "epoch": 0.11859838274932614, "grad_norm": 1.5022995471954346, "learning_rate": 0.0005935499190501888, "loss": 5.0099, "step": 1100 }, { "epoch": 0.12398921832884097, "grad_norm": 0.9214362502098083, "learning_rate": 0.0005932261198057204, "loss": 5.017, "step": 1150 }, { "epoch": 0.1293800539083558, "grad_norm": 1.1205987930297852, "learning_rate": 0.000592902320561252, "loss": 4.9733, "step": 1200 }, { "epoch": 0.1347708894878706, "grad_norm": 1.3065948486328125, "learning_rate": 0.0005925785213167835, "loss": 4.9494, "step": 1250 }, { "epoch": 0.14016172506738545, "grad_norm": 1.0144490003585815, "learning_rate": 0.0005922547220723151, "loss": 4.9026, "step": 1300 }, { "epoch": 0.14555256064690028, "grad_norm": 0.8630505204200745, "learning_rate": 0.0005919309228278468, "loss": 4.8527, "step": 1350 }, { "epoch": 0.1509433962264151, "grad_norm": 0.9217053651809692, "learning_rate": 0.0005916071235833783, "loss": 4.8597, "step": 1400 }, { "epoch": 0.15633423180592992, "grad_norm": 1.303423523902893, "learning_rate": 0.0005912833243389097, "loss": 4.816, "step": 1450 }, { "epoch": 0.16172506738544473, "grad_norm": 0.9101192951202393, "learning_rate": 0.0005909595250944414, "loss": 4.8184, "step": 1500 }, { "epoch": 0.16711590296495957, "grad_norm": 1.0290004014968872, "learning_rate": 0.000590635725849973, "loss": 4.7953, "step": 1550 }, { "epoch": 0.1725067385444744, "grad_norm": 0.9769102334976196, "learning_rate": 0.0005903119266055045, "loss": 4.7756, "step": 1600 }, { "epoch": 0.1778975741239892, "grad_norm": 1.380980134010315, "learning_rate": 0.0005899881273610361, "loss": 4.7469, "step": 1650 }, { "epoch": 0.18328840970350405, "grad_norm": 1.0679956674575806, "learning_rate": 0.0005896643281165677, "loss": 4.728, "step": 1700 }, { "epoch": 0.18867924528301888, "grad_norm": 0.9642156362533569, "learning_rate": 0.0005893405288720993, "loss": 4.6778, "step": 1750 }, { "epoch": 0.1940700808625337, "grad_norm": 0.9266220927238464, "learning_rate": 0.0005890167296276308, "loss": 4.7051, "step": 1800 }, { "epoch": 0.19946091644204852, "grad_norm": 1.5473623275756836, "learning_rate": 0.0005886929303831624, "loss": 4.6514, "step": 1850 }, { "epoch": 0.20485175202156333, "grad_norm": 0.8920683860778809, "learning_rate": 0.0005883691311386939, "loss": 4.6281, "step": 1900 }, { "epoch": 0.21024258760107817, "grad_norm": 0.6964493989944458, "learning_rate": 0.0005880453318942256, "loss": 4.6063, "step": 1950 }, { "epoch": 0.215633423180593, "grad_norm": 0.9296350479125977, "learning_rate": 0.0005877215326497571, "loss": 4.5882, "step": 2000 }, { "epoch": 0.215633423180593, "eval_accuracy": 0.2696204026654292, "eval_loss": 4.511911392211914, "eval_runtime": 186.0484, "eval_samples_per_second": 96.808, "eval_steps_per_second": 6.052, "step": 2000 }, { "epoch": 0.2210242587601078, "grad_norm": 0.8285171389579773, "learning_rate": 0.0005873977334052887, "loss": 4.5739, "step": 2050 }, { "epoch": 0.22641509433962265, "grad_norm": 1.025179386138916, "learning_rate": 0.0005870739341608202, "loss": 4.5558, "step": 2100 }, { "epoch": 0.23180592991913745, "grad_norm": 0.9890318512916565, "learning_rate": 0.0005867501349163519, "loss": 4.53, "step": 2150 }, { "epoch": 0.2371967654986523, "grad_norm": 1.0426075458526611, "learning_rate": 0.0005864263356718833, "loss": 4.5316, "step": 2200 }, { "epoch": 0.24258760107816713, "grad_norm": 0.7025043964385986, "learning_rate": 0.000586102536427415, "loss": 4.5041, "step": 2250 }, { "epoch": 0.24797843665768193, "grad_norm": 0.8847193717956543, "learning_rate": 0.0005857787371829465, "loss": 4.4971, "step": 2300 }, { "epoch": 0.25336927223719674, "grad_norm": 0.9764680862426758, "learning_rate": 0.0005854549379384781, "loss": 4.4769, "step": 2350 }, { "epoch": 0.2587601078167116, "grad_norm": 0.9064006805419922, "learning_rate": 0.0005851311386940096, "loss": 4.4604, "step": 2400 }, { "epoch": 0.2641509433962264, "grad_norm": 0.8132376074790955, "learning_rate": 0.0005848073394495412, "loss": 4.4506, "step": 2450 }, { "epoch": 0.2695417789757412, "grad_norm": 0.7548365592956543, "learning_rate": 0.0005844835402050728, "loss": 4.4258, "step": 2500 }, { "epoch": 0.2749326145552561, "grad_norm": 0.824798047542572, "learning_rate": 0.0005841597409606044, "loss": 4.3996, "step": 2550 }, { "epoch": 0.2803234501347709, "grad_norm": 0.9818605184555054, "learning_rate": 0.000583835941716136, "loss": 4.4099, "step": 2600 }, { "epoch": 0.2857142857142857, "grad_norm": 0.8206386566162109, "learning_rate": 0.0005835121424716675, "loss": 4.3904, "step": 2650 }, { "epoch": 0.29110512129380056, "grad_norm": 0.8314753770828247, "learning_rate": 0.0005831883432271992, "loss": 4.3802, "step": 2700 }, { "epoch": 0.29649595687331537, "grad_norm": 0.8359651565551758, "learning_rate": 0.0005828645439827307, "loss": 4.3767, "step": 2750 }, { "epoch": 0.3018867924528302, "grad_norm": 0.673989474773407, "learning_rate": 0.0005825407447382622, "loss": 4.3286, "step": 2800 }, { "epoch": 0.30727762803234504, "grad_norm": 0.7831907868385315, "learning_rate": 0.0005822169454937938, "loss": 4.3547, "step": 2850 }, { "epoch": 0.31266846361185985, "grad_norm": 0.8069139719009399, "learning_rate": 0.0005818931462493254, "loss": 4.3245, "step": 2900 }, { "epoch": 0.31805929919137466, "grad_norm": 0.8398146033287048, "learning_rate": 0.0005815693470048569, "loss": 4.3271, "step": 2950 }, { "epoch": 0.32345013477088946, "grad_norm": 0.7504966855049133, "learning_rate": 0.0005812455477603885, "loss": 4.3179, "step": 3000 }, { "epoch": 0.32345013477088946, "eval_accuracy": 0.29801085898691393, "eval_loss": 4.238383769989014, "eval_runtime": 185.9371, "eval_samples_per_second": 96.866, "eval_steps_per_second": 6.056, "step": 3000 }, { "epoch": 0.3288409703504043, "grad_norm": 0.7269638180732727, "learning_rate": 0.0005809217485159201, "loss": 4.3182, "step": 3050 }, { "epoch": 0.33423180592991913, "grad_norm": 0.826326847076416, "learning_rate": 0.0005805979492714517, "loss": 4.2988, "step": 3100 }, { "epoch": 0.33962264150943394, "grad_norm": 0.9023220539093018, "learning_rate": 0.0005802741500269832, "loss": 4.2764, "step": 3150 }, { "epoch": 0.3450134770889488, "grad_norm": 0.7048584222793579, "learning_rate": 0.0005799503507825148, "loss": 4.2794, "step": 3200 }, { "epoch": 0.3504043126684636, "grad_norm": 0.8540084362030029, "learning_rate": 0.0005796265515380463, "loss": 4.2674, "step": 3250 }, { "epoch": 0.3557951482479784, "grad_norm": 0.9496080875396729, "learning_rate": 0.000579302752293578, "loss": 4.276, "step": 3300 }, { "epoch": 0.3611859838274933, "grad_norm": 0.8834256529808044, "learning_rate": 0.0005789789530491095, "loss": 4.251, "step": 3350 }, { "epoch": 0.3665768194070081, "grad_norm": 0.8843632340431213, "learning_rate": 0.0005786551538046411, "loss": 4.2396, "step": 3400 }, { "epoch": 0.3719676549865229, "grad_norm": 0.6297584176063538, "learning_rate": 0.0005783313545601726, "loss": 4.2318, "step": 3450 }, { "epoch": 0.37735849056603776, "grad_norm": 0.8427825570106506, "learning_rate": 0.0005780075553157043, "loss": 4.2304, "step": 3500 }, { "epoch": 0.38274932614555257, "grad_norm": 0.6668996810913086, "learning_rate": 0.0005776837560712357, "loss": 4.2258, "step": 3550 }, { "epoch": 0.3881401617250674, "grad_norm": 0.7428986430168152, "learning_rate": 0.0005773599568267673, "loss": 4.2192, "step": 3600 }, { "epoch": 0.3935309973045822, "grad_norm": 0.7153974175453186, "learning_rate": 0.0005770361575822989, "loss": 4.205, "step": 3650 }, { "epoch": 0.39892183288409705, "grad_norm": 0.7248367667198181, "learning_rate": 0.0005767123583378305, "loss": 4.1946, "step": 3700 }, { "epoch": 0.40431266846361186, "grad_norm": 0.6670223474502563, "learning_rate": 0.000576388559093362, "loss": 4.1958, "step": 3750 }, { "epoch": 0.40970350404312667, "grad_norm": 0.6554595232009888, "learning_rate": 0.0005760647598488936, "loss": 4.1611, "step": 3800 }, { "epoch": 0.41509433962264153, "grad_norm": 0.6678674221038818, "learning_rate": 0.0005757409606044253, "loss": 4.1724, "step": 3850 }, { "epoch": 0.42048517520215634, "grad_norm": 0.7696819305419922, "learning_rate": 0.0005754171613599568, "loss": 4.1913, "step": 3900 }, { "epoch": 0.42587601078167114, "grad_norm": 1.3464781045913696, "learning_rate": 0.0005750933621154884, "loss": 4.1607, "step": 3950 }, { "epoch": 0.431266846361186, "grad_norm": 0.7259769439697266, "learning_rate": 0.0005747695628710199, "loss": 4.1615, "step": 4000 }, { "epoch": 0.431266846361186, "eval_accuracy": 0.3115824738980451, "eval_loss": 4.0961432456970215, "eval_runtime": 185.8978, "eval_samples_per_second": 96.887, "eval_steps_per_second": 6.057, "step": 4000 }, { "epoch": 0.4366576819407008, "grad_norm": 0.7618716359138489, "learning_rate": 0.0005744457636265515, "loss": 4.1695, "step": 4050 }, { "epoch": 0.4420485175202156, "grad_norm": 0.6841301321983337, "learning_rate": 0.0005741219643820831, "loss": 4.1634, "step": 4100 }, { "epoch": 0.4474393530997305, "grad_norm": 0.591198205947876, "learning_rate": 0.0005737981651376146, "loss": 4.1427, "step": 4150 }, { "epoch": 0.4528301886792453, "grad_norm": 0.6859827637672424, "learning_rate": 0.0005734743658931462, "loss": 4.1505, "step": 4200 }, { "epoch": 0.4582210242587601, "grad_norm": 0.6032926440238953, "learning_rate": 0.0005731505666486778, "loss": 4.138, "step": 4250 }, { "epoch": 0.4636118598382749, "grad_norm": 0.6650081872940063, "learning_rate": 0.0005728267674042093, "loss": 4.1412, "step": 4300 }, { "epoch": 0.46900269541778977, "grad_norm": 0.8347264528274536, "learning_rate": 0.0005725029681597409, "loss": 4.1275, "step": 4350 }, { "epoch": 0.4743935309973046, "grad_norm": 0.6658074855804443, "learning_rate": 0.0005721791689152725, "loss": 4.1125, "step": 4400 }, { "epoch": 0.4797843665768194, "grad_norm": 0.6057379245758057, "learning_rate": 0.0005718553696708041, "loss": 4.1205, "step": 4450 }, { "epoch": 0.48517520215633425, "grad_norm": 0.6311624050140381, "learning_rate": 0.0005715315704263356, "loss": 4.1149, "step": 4500 }, { "epoch": 0.49056603773584906, "grad_norm": 0.7309545278549194, "learning_rate": 0.0005712077711818672, "loss": 4.125, "step": 4550 }, { "epoch": 0.49595687331536387, "grad_norm": 0.8806862235069275, "learning_rate": 0.0005708839719373987, "loss": 4.1193, "step": 4600 }, { "epoch": 0.5013477088948787, "grad_norm": 0.7140979170799255, "learning_rate": 0.0005705601726929304, "loss": 4.075, "step": 4650 }, { "epoch": 0.5067385444743935, "grad_norm": 0.738926112651825, "learning_rate": 0.0005702363734484619, "loss": 4.0752, "step": 4700 }, { "epoch": 0.5121293800539084, "grad_norm": 0.5916194319725037, "learning_rate": 0.0005699125742039935, "loss": 4.083, "step": 4750 }, { "epoch": 0.5175202156334232, "grad_norm": 0.7595686912536621, "learning_rate": 0.000569588774959525, "loss": 4.0794, "step": 4800 }, { "epoch": 0.522911051212938, "grad_norm": 0.6311149597167969, "learning_rate": 0.0005692649757150567, "loss": 4.0744, "step": 4850 }, { "epoch": 0.5283018867924528, "grad_norm": 0.7534050941467285, "learning_rate": 0.0005689411764705881, "loss": 4.0754, "step": 4900 }, { "epoch": 0.5336927223719676, "grad_norm": 0.7457841038703918, "learning_rate": 0.0005686173772261197, "loss": 4.0669, "step": 4950 }, { "epoch": 0.5390835579514824, "grad_norm": 0.7841017842292786, "learning_rate": 0.0005682935779816514, "loss": 4.0664, "step": 5000 }, { "epoch": 0.5390835579514824, "eval_accuracy": 0.32084295952647335, "eval_loss": 3.998095750808716, "eval_runtime": 185.8924, "eval_samples_per_second": 96.889, "eval_steps_per_second": 6.057, "step": 5000 }, { "epoch": 0.5444743935309974, "grad_norm": 0.6891273856163025, "learning_rate": 0.0005679697787371829, "loss": 4.0733, "step": 5050 }, { "epoch": 0.5498652291105122, "grad_norm": 0.5636075735092163, "learning_rate": 0.0005676459794927145, "loss": 4.0588, "step": 5100 }, { "epoch": 0.555256064690027, "grad_norm": 0.7175034880638123, "learning_rate": 0.000567322180248246, "loss": 4.0517, "step": 5150 }, { "epoch": 0.5606469002695418, "grad_norm": 0.7910956144332886, "learning_rate": 0.0005669983810037777, "loss": 4.0616, "step": 5200 }, { "epoch": 0.5660377358490566, "grad_norm": 0.6039184331893921, "learning_rate": 0.0005666745817593092, "loss": 4.0371, "step": 5250 }, { "epoch": 0.5714285714285714, "grad_norm": 0.5606033205986023, "learning_rate": 0.0005663507825148408, "loss": 4.039, "step": 5300 }, { "epoch": 0.5768194070080862, "grad_norm": 0.7192058563232422, "learning_rate": 0.0005660269832703723, "loss": 4.0264, "step": 5350 }, { "epoch": 0.5822102425876011, "grad_norm": 0.596314549446106, "learning_rate": 0.0005657031840259039, "loss": 4.0295, "step": 5400 }, { "epoch": 0.5876010781671159, "grad_norm": 0.7095101475715637, "learning_rate": 0.0005653793847814355, "loss": 4.0314, "step": 5450 }, { "epoch": 0.5929919137466307, "grad_norm": 0.688493013381958, "learning_rate": 0.000565055585536967, "loss": 4.0088, "step": 5500 }, { "epoch": 0.5983827493261455, "grad_norm": 0.6665045619010925, "learning_rate": 0.0005647317862924986, "loss": 4.0332, "step": 5550 }, { "epoch": 0.6037735849056604, "grad_norm": 0.6965456008911133, "learning_rate": 0.0005644079870480302, "loss": 3.9809, "step": 5600 }, { "epoch": 0.6091644204851752, "grad_norm": 0.625882625579834, "learning_rate": 0.0005640841878035617, "loss": 4.0153, "step": 5650 }, { "epoch": 0.6145552560646901, "grad_norm": 0.6585850715637207, "learning_rate": 0.0005637603885590933, "loss": 4.0181, "step": 5700 }, { "epoch": 0.6199460916442049, "grad_norm": 0.6237135529518127, "learning_rate": 0.0005634365893146248, "loss": 4.0169, "step": 5750 }, { "epoch": 0.6253369272237197, "grad_norm": 0.6779605150222778, "learning_rate": 0.0005631127900701565, "loss": 4.0086, "step": 5800 }, { "epoch": 0.6307277628032345, "grad_norm": 0.6086890697479248, "learning_rate": 0.000562788990825688, "loss": 3.9814, "step": 5850 }, { "epoch": 0.6361185983827493, "grad_norm": 0.6210436820983887, "learning_rate": 0.0005624651915812196, "loss": 3.9972, "step": 5900 }, { "epoch": 0.6415094339622641, "grad_norm": 0.7014210820198059, "learning_rate": 0.0005621413923367511, "loss": 3.9997, "step": 5950 }, { "epoch": 0.6469002695417789, "grad_norm": 0.6019284725189209, "learning_rate": 0.0005618175930922828, "loss": 4.0053, "step": 6000 }, { "epoch": 0.6469002695417789, "eval_accuracy": 0.32752848036658616, "eval_loss": 3.9227378368377686, "eval_runtime": 185.8855, "eval_samples_per_second": 96.893, "eval_steps_per_second": 6.057, "step": 6000 }, { "epoch": 0.6522911051212938, "grad_norm": 0.6057129502296448, "learning_rate": 0.0005614937938478143, "loss": 3.9961, "step": 6050 }, { "epoch": 0.6576819407008087, "grad_norm": 0.6797792911529541, "learning_rate": 0.0005611699946033459, "loss": 3.9911, "step": 6100 }, { "epoch": 0.6630727762803235, "grad_norm": 0.5967230200767517, "learning_rate": 0.0005608461953588774, "loss": 3.9835, "step": 6150 }, { "epoch": 0.6684636118598383, "grad_norm": 0.6430239677429199, "learning_rate": 0.000560522396114409, "loss": 3.9776, "step": 6200 }, { "epoch": 0.6738544474393531, "grad_norm": 0.6402201056480408, "learning_rate": 0.0005601985968699405, "loss": 3.9578, "step": 6250 }, { "epoch": 0.6792452830188679, "grad_norm": 0.6837700009346008, "learning_rate": 0.0005598747976254721, "loss": 3.9743, "step": 6300 }, { "epoch": 0.6846361185983828, "grad_norm": 0.5868032574653625, "learning_rate": 0.0005595509983810038, "loss": 3.9487, "step": 6350 }, { "epoch": 0.6900269541778976, "grad_norm": 0.6631322503089905, "learning_rate": 0.0005592271991365353, "loss": 3.9597, "step": 6400 }, { "epoch": 0.6954177897574124, "grad_norm": 0.6614171862602234, "learning_rate": 0.0005589033998920669, "loss": 3.976, "step": 6450 }, { "epoch": 0.7008086253369272, "grad_norm": 0.6480840444564819, "learning_rate": 0.0005585796006475984, "loss": 3.9484, "step": 6500 }, { "epoch": 0.706199460916442, "grad_norm": 0.6667515635490417, "learning_rate": 0.0005582558014031301, "loss": 3.9724, "step": 6550 }, { "epoch": 0.7115902964959568, "grad_norm": 0.5956810116767883, "learning_rate": 0.0005579320021586616, "loss": 3.9531, "step": 6600 }, { "epoch": 0.7169811320754716, "grad_norm": 0.7182953357696533, "learning_rate": 0.0005576082029141932, "loss": 3.9483, "step": 6650 }, { "epoch": 0.7223719676549866, "grad_norm": 0.540218710899353, "learning_rate": 0.0005572844036697247, "loss": 3.9354, "step": 6700 }, { "epoch": 0.7277628032345014, "grad_norm": 0.5549564957618713, "learning_rate": 0.0005569606044252563, "loss": 3.9416, "step": 6750 }, { "epoch": 0.7331536388140162, "grad_norm": 0.955643355846405, "learning_rate": 0.0005566368051807879, "loss": 3.9594, "step": 6800 }, { "epoch": 0.738544474393531, "grad_norm": 0.7693118453025818, "learning_rate": 0.0005563130059363194, "loss": 3.945, "step": 6850 }, { "epoch": 0.7439353099730458, "grad_norm": 0.587993860244751, "learning_rate": 0.000555989206691851, "loss": 3.9435, "step": 6900 }, { "epoch": 0.7493261455525606, "grad_norm": 0.5942090749740601, "learning_rate": 0.0005556654074473826, "loss": 3.9466, "step": 6950 }, { "epoch": 0.7547169811320755, "grad_norm": 0.6959335207939148, "learning_rate": 0.0005553416082029141, "loss": 3.9311, "step": 7000 }, { "epoch": 0.7547169811320755, "eval_accuracy": 0.3327442535932325, "eval_loss": 3.868434190750122, "eval_runtime": 185.8133, "eval_samples_per_second": 96.931, "eval_steps_per_second": 6.06, "step": 7000 }, { "epoch": 0.7601078167115903, "grad_norm": 0.6941900253295898, "learning_rate": 0.0005550178089584457, "loss": 3.9224, "step": 7050 }, { "epoch": 0.7654986522911051, "grad_norm": 0.5540989637374878, "learning_rate": 0.0005546940097139772, "loss": 3.9235, "step": 7100 }, { "epoch": 0.77088948787062, "grad_norm": 0.6097570061683655, "learning_rate": 0.0005543702104695089, "loss": 3.9264, "step": 7150 }, { "epoch": 0.7762803234501348, "grad_norm": 0.5658494830131531, "learning_rate": 0.0005540464112250404, "loss": 3.9229, "step": 7200 }, { "epoch": 0.7816711590296496, "grad_norm": 0.6700815558433533, "learning_rate": 0.000553722611980572, "loss": 3.9357, "step": 7250 }, { "epoch": 0.7870619946091644, "grad_norm": 0.5885155200958252, "learning_rate": 0.0005533988127361035, "loss": 3.9183, "step": 7300 }, { "epoch": 0.7924528301886793, "grad_norm": 0.5735599398612976, "learning_rate": 0.0005530750134916352, "loss": 3.9369, "step": 7350 }, { "epoch": 0.7978436657681941, "grad_norm": 0.6089330911636353, "learning_rate": 0.0005527512142471668, "loss": 3.9099, "step": 7400 }, { "epoch": 0.8032345013477089, "grad_norm": 0.6232162714004517, "learning_rate": 0.0005524274150026982, "loss": 3.9112, "step": 7450 }, { "epoch": 0.8086253369272237, "grad_norm": 0.606532096862793, "learning_rate": 0.0005521036157582299, "loss": 3.9004, "step": 7500 }, { "epoch": 0.8140161725067385, "grad_norm": 0.7327796816825867, "learning_rate": 0.0005517798165137614, "loss": 3.9057, "step": 7550 }, { "epoch": 0.8194070080862533, "grad_norm": 0.5931469202041626, "learning_rate": 0.000551456017269293, "loss": 3.881, "step": 7600 }, { "epoch": 0.8247978436657682, "grad_norm": 0.6132405400276184, "learning_rate": 0.0005511322180248245, "loss": 3.8988, "step": 7650 }, { "epoch": 0.8301886792452831, "grad_norm": 0.5921282172203064, "learning_rate": 0.0005508084187803562, "loss": 3.9097, "step": 7700 }, { "epoch": 0.8355795148247979, "grad_norm": 0.6329267024993896, "learning_rate": 0.0005504846195358877, "loss": 3.9026, "step": 7750 }, { "epoch": 0.8409703504043127, "grad_norm": 0.6082526445388794, "learning_rate": 0.0005501608202914193, "loss": 3.8919, "step": 7800 }, { "epoch": 0.8463611859838275, "grad_norm": 0.5989628434181213, "learning_rate": 0.0005498370210469508, "loss": 3.895, "step": 7850 }, { "epoch": 0.8517520215633423, "grad_norm": 0.592002809047699, "learning_rate": 0.0005495132218024824, "loss": 3.88, "step": 7900 }, { "epoch": 0.8571428571428571, "grad_norm": 0.5714187026023865, "learning_rate": 0.000549189422558014, "loss": 3.8903, "step": 7950 }, { "epoch": 0.862533692722372, "grad_norm": 0.6176041960716248, "learning_rate": 0.0005488656233135456, "loss": 3.8888, "step": 8000 }, { "epoch": 0.862533692722372, "eval_accuracy": 0.3374015509765124, "eval_loss": 3.820584535598755, "eval_runtime": 185.9631, "eval_samples_per_second": 96.853, "eval_steps_per_second": 6.055, "step": 8000 }, { "epoch": 0.8679245283018868, "grad_norm": 0.6291443109512329, "learning_rate": 0.0005485418240690771, "loss": 3.8699, "step": 8050 }, { "epoch": 0.8733153638814016, "grad_norm": 0.6424714922904968, "learning_rate": 0.0005482180248246087, "loss": 3.8858, "step": 8100 }, { "epoch": 0.8787061994609164, "grad_norm": 0.6014903783798218, "learning_rate": 0.0005478942255801403, "loss": 3.8827, "step": 8150 }, { "epoch": 0.8840970350404312, "grad_norm": 0.5504648089408875, "learning_rate": 0.0005475704263356718, "loss": 3.8694, "step": 8200 }, { "epoch": 0.889487870619946, "grad_norm": 0.5945785045623779, "learning_rate": 0.0005472466270912034, "loss": 3.8799, "step": 8250 }, { "epoch": 0.894878706199461, "grad_norm": 0.5891640186309814, "learning_rate": 0.000546922827846735, "loss": 3.8689, "step": 8300 }, { "epoch": 0.9002695417789758, "grad_norm": 0.5595161318778992, "learning_rate": 0.0005465990286022665, "loss": 3.8689, "step": 8350 }, { "epoch": 0.9056603773584906, "grad_norm": 0.5921164155006409, "learning_rate": 0.0005462752293577981, "loss": 3.8853, "step": 8400 }, { "epoch": 0.9110512129380054, "grad_norm": 0.5961281657218933, "learning_rate": 0.0005459514301133296, "loss": 3.8789, "step": 8450 }, { "epoch": 0.9164420485175202, "grad_norm": 0.5500056147575378, "learning_rate": 0.0005456276308688613, "loss": 3.875, "step": 8500 }, { "epoch": 0.921832884097035, "grad_norm": 0.5573350787162781, "learning_rate": 0.0005453038316243929, "loss": 3.868, "step": 8550 }, { "epoch": 0.9272237196765498, "grad_norm": 0.5513932108879089, "learning_rate": 0.0005449800323799244, "loss": 3.8786, "step": 8600 }, { "epoch": 0.9326145552560647, "grad_norm": 0.5722886323928833, "learning_rate": 0.000544656233135456, "loss": 3.8585, "step": 8650 }, { "epoch": 0.9380053908355795, "grad_norm": 0.6074110269546509, "learning_rate": 0.0005443324338909875, "loss": 3.8613, "step": 8700 }, { "epoch": 0.9433962264150944, "grad_norm": 0.5840967893600464, "learning_rate": 0.0005440086346465192, "loss": 3.8728, "step": 8750 }, { "epoch": 0.9487870619946092, "grad_norm": 0.580897867679596, "learning_rate": 0.0005436848354020506, "loss": 3.8535, "step": 8800 }, { "epoch": 0.954177897574124, "grad_norm": 0.5885988473892212, "learning_rate": 0.0005433610361575823, "loss": 3.8595, "step": 8850 }, { "epoch": 0.9595687331536388, "grad_norm": 0.568071186542511, "learning_rate": 0.0005430372369131138, "loss": 3.8457, "step": 8900 }, { "epoch": 0.9649595687331537, "grad_norm": 0.612762987613678, "learning_rate": 0.0005427134376686454, "loss": 3.857, "step": 8950 }, { "epoch": 0.9703504043126685, "grad_norm": 0.6389222145080566, "learning_rate": 0.0005423896384241769, "loss": 3.8417, "step": 9000 }, { "epoch": 0.9703504043126685, "eval_accuracy": 0.3407095967989121, "eval_loss": 3.7826406955718994, "eval_runtime": 185.8291, "eval_samples_per_second": 96.922, "eval_steps_per_second": 6.059, "step": 9000 }, { "epoch": 0.9757412398921833, "grad_norm": 0.6433724761009216, "learning_rate": 0.0005420658391797086, "loss": 3.8386, "step": 9050 }, { "epoch": 0.9811320754716981, "grad_norm": 0.616686999797821, "learning_rate": 0.0005417420399352401, "loss": 3.8486, "step": 9100 }, { "epoch": 0.9865229110512129, "grad_norm": 0.6407685875892639, "learning_rate": 0.0005414182406907717, "loss": 3.8421, "step": 9150 }, { "epoch": 0.9919137466307277, "grad_norm": 0.731094479560852, "learning_rate": 0.0005410944414463032, "loss": 3.8593, "step": 9200 }, { "epoch": 0.9973045822102425, "grad_norm": 0.617189884185791, "learning_rate": 0.0005407706422018348, "loss": 3.8551, "step": 9250 }, { "epoch": 1.0026954177897573, "grad_norm": 0.5850970149040222, "learning_rate": 0.0005404468429573664, "loss": 3.8018, "step": 9300 }, { "epoch": 1.0080862533692723, "grad_norm": 0.6619550585746765, "learning_rate": 0.000540123043712898, "loss": 3.7742, "step": 9350 }, { "epoch": 1.013477088948787, "grad_norm": 0.5740201473236084, "learning_rate": 0.0005397992444684295, "loss": 3.7547, "step": 9400 }, { "epoch": 1.0188679245283019, "grad_norm": 0.6828320622444153, "learning_rate": 0.0005394754452239611, "loss": 3.7691, "step": 9450 }, { "epoch": 1.0242587601078168, "grad_norm": 0.5637569427490234, "learning_rate": 0.0005391516459794927, "loss": 3.7799, "step": 9500 }, { "epoch": 1.0296495956873315, "grad_norm": 0.5780271887779236, "learning_rate": 0.0005388278467350242, "loss": 3.7877, "step": 9550 }, { "epoch": 1.0350404312668464, "grad_norm": 0.5565044283866882, "learning_rate": 0.0005385040474905557, "loss": 3.7821, "step": 9600 }, { "epoch": 1.0404312668463611, "grad_norm": 0.6038862466812134, "learning_rate": 0.0005381802482460874, "loss": 3.7916, "step": 9650 }, { "epoch": 1.045822102425876, "grad_norm": 0.5745878219604492, "learning_rate": 0.000537856449001619, "loss": 3.7901, "step": 9700 }, { "epoch": 1.0512129380053907, "grad_norm": 0.5736984014511108, "learning_rate": 0.0005375326497571505, "loss": 3.763, "step": 9750 }, { "epoch": 1.0566037735849056, "grad_norm": 0.6319218277931213, "learning_rate": 0.000537208850512682, "loss": 3.7697, "step": 9800 }, { "epoch": 1.0619946091644206, "grad_norm": 0.5360982418060303, "learning_rate": 0.0005368850512682137, "loss": 3.7678, "step": 9850 }, { "epoch": 1.0673854447439353, "grad_norm": 0.5352616906166077, "learning_rate": 0.0005365612520237453, "loss": 3.7801, "step": 9900 }, { "epoch": 1.0727762803234502, "grad_norm": 0.6189696788787842, "learning_rate": 0.0005362374527792768, "loss": 3.7794, "step": 9950 }, { "epoch": 1.0781671159029649, "grad_norm": 0.6562055945396423, "learning_rate": 0.0005359136535348084, "loss": 3.7812, "step": 10000 }, { "epoch": 1.0781671159029649, "eval_accuracy": 0.34422147543885173, "eval_loss": 3.759232521057129, "eval_runtime": 185.6272, "eval_samples_per_second": 97.028, "eval_steps_per_second": 6.066, "step": 10000 }, { "epoch": 1.0835579514824798, "grad_norm": 0.5553216338157654, "learning_rate": 0.0005355898542903399, "loss": 3.7574, "step": 10050 }, { "epoch": 1.0889487870619945, "grad_norm": 0.603709876537323, "learning_rate": 0.0005352660550458716, "loss": 3.7606, "step": 10100 }, { "epoch": 1.0943396226415094, "grad_norm": 0.6040270924568176, "learning_rate": 0.000534942255801403, "loss": 3.7491, "step": 10150 }, { "epoch": 1.0997304582210243, "grad_norm": 0.6243166327476501, "learning_rate": 0.0005346184565569347, "loss": 3.7686, "step": 10200 }, { "epoch": 1.105121293800539, "grad_norm": 0.5870617628097534, "learning_rate": 0.0005342946573124662, "loss": 3.7855, "step": 10250 }, { "epoch": 1.110512129380054, "grad_norm": 0.6204577088356018, "learning_rate": 0.0005339708580679978, "loss": 3.786, "step": 10300 }, { "epoch": 1.1159029649595686, "grad_norm": 0.5694855451583862, "learning_rate": 0.0005336470588235293, "loss": 3.7614, "step": 10350 }, { "epoch": 1.1212938005390836, "grad_norm": 0.5424656271934509, "learning_rate": 0.000533323259579061, "loss": 3.7652, "step": 10400 }, { "epoch": 1.1266846361185983, "grad_norm": 0.5861342549324036, "learning_rate": 0.0005329994603345925, "loss": 3.7618, "step": 10450 }, { "epoch": 1.1320754716981132, "grad_norm": 0.5731029510498047, "learning_rate": 0.0005326756610901241, "loss": 3.7604, "step": 10500 }, { "epoch": 1.137466307277628, "grad_norm": 0.5382975339889526, "learning_rate": 0.0005323518618456556, "loss": 3.7614, "step": 10550 }, { "epoch": 1.1428571428571428, "grad_norm": 0.6149365901947021, "learning_rate": 0.0005320280626011872, "loss": 3.7718, "step": 10600 }, { "epoch": 1.1482479784366577, "grad_norm": 0.5981982350349426, "learning_rate": 0.0005317042633567188, "loss": 3.7589, "step": 10650 }, { "epoch": 1.1536388140161726, "grad_norm": 0.644930362701416, "learning_rate": 0.0005313804641122504, "loss": 3.7657, "step": 10700 }, { "epoch": 1.1590296495956873, "grad_norm": 0.5735489130020142, "learning_rate": 0.0005310566648677819, "loss": 3.7608, "step": 10750 }, { "epoch": 1.1644204851752022, "grad_norm": 0.6112673282623291, "learning_rate": 0.0005307328656233135, "loss": 3.7487, "step": 10800 }, { "epoch": 1.169811320754717, "grad_norm": 0.5764835476875305, "learning_rate": 0.000530409066378845, "loss": 3.7451, "step": 10850 }, { "epoch": 1.1752021563342319, "grad_norm": 1.4614336490631104, "learning_rate": 0.0005300852671343766, "loss": 3.7583, "step": 10900 }, { "epoch": 1.1805929919137466, "grad_norm": 0.6848381161689758, "learning_rate": 0.0005297614678899081, "loss": 3.754, "step": 10950 }, { "epoch": 1.1859838274932615, "grad_norm": 0.5512279272079468, "learning_rate": 0.0005294376686454398, "loss": 3.7435, "step": 11000 }, { "epoch": 1.1859838274932615, "eval_accuracy": 0.3471423910219684, "eval_loss": 3.725170612335205, "eval_runtime": 185.7111, "eval_samples_per_second": 96.984, "eval_steps_per_second": 6.063, "step": 11000 }, { "epoch": 1.1913746630727764, "grad_norm": 0.5805233120918274, "learning_rate": 0.0005291138694009714, "loss": 3.7513, "step": 11050 }, { "epoch": 1.196765498652291, "grad_norm": 0.6513531804084778, "learning_rate": 0.0005287900701565029, "loss": 3.7442, "step": 11100 }, { "epoch": 1.202156334231806, "grad_norm": 0.6177436113357544, "learning_rate": 0.0005284662709120345, "loss": 3.7456, "step": 11150 }, { "epoch": 1.2075471698113207, "grad_norm": 0.6252652406692505, "learning_rate": 0.0005281424716675661, "loss": 3.7444, "step": 11200 }, { "epoch": 1.2129380053908356, "grad_norm": 0.6261422634124756, "learning_rate": 0.0005278186724230977, "loss": 3.7377, "step": 11250 }, { "epoch": 1.2183288409703503, "grad_norm": 0.5394766330718994, "learning_rate": 0.0005274948731786292, "loss": 3.7344, "step": 11300 }, { "epoch": 1.2237196765498652, "grad_norm": 0.6933181285858154, "learning_rate": 0.0005271710739341608, "loss": 3.7523, "step": 11350 }, { "epoch": 1.2291105121293802, "grad_norm": 0.6169976592063904, "learning_rate": 0.0005268472746896923, "loss": 3.7456, "step": 11400 }, { "epoch": 1.2345013477088949, "grad_norm": 0.6621821522712708, "learning_rate": 0.000526523475445224, "loss": 3.7365, "step": 11450 }, { "epoch": 1.2398921832884098, "grad_norm": 0.5416802763938904, "learning_rate": 0.0005261996762007554, "loss": 3.7232, "step": 11500 }, { "epoch": 1.2452830188679245, "grad_norm": 0.5890310406684875, "learning_rate": 0.0005258758769562871, "loss": 3.7459, "step": 11550 }, { "epoch": 1.2506738544474394, "grad_norm": 0.6583136916160583, "learning_rate": 0.0005255520777118186, "loss": 3.7463, "step": 11600 }, { "epoch": 1.256064690026954, "grad_norm": 0.531416118144989, "learning_rate": 0.0005252282784673502, "loss": 3.7356, "step": 11650 }, { "epoch": 1.261455525606469, "grad_norm": 0.562391996383667, "learning_rate": 0.0005249044792228817, "loss": 3.7385, "step": 11700 }, { "epoch": 1.266846361185984, "grad_norm": 0.5567585229873657, "learning_rate": 0.0005245806799784133, "loss": 3.7339, "step": 11750 }, { "epoch": 1.2722371967654986, "grad_norm": 0.6060622930526733, "learning_rate": 0.0005242568807339449, "loss": 3.73, "step": 11800 }, { "epoch": 1.2776280323450135, "grad_norm": 0.6515873670578003, "learning_rate": 0.0005239330814894765, "loss": 3.7276, "step": 11850 }, { "epoch": 1.2830188679245282, "grad_norm": 0.5297693610191345, "learning_rate": 0.000523609282245008, "loss": 3.7483, "step": 11900 }, { "epoch": 1.2884097035040432, "grad_norm": 0.6324127316474915, "learning_rate": 0.0005232854830005396, "loss": 3.7445, "step": 11950 }, { "epoch": 1.2938005390835579, "grad_norm": 0.5799328088760376, "learning_rate": 0.0005229616837560712, "loss": 3.7391, "step": 12000 }, { "epoch": 1.2938005390835579, "eval_accuracy": 0.3490961872506484, "eval_loss": 3.7054829597473145, "eval_runtime": 185.967, "eval_samples_per_second": 96.851, "eval_steps_per_second": 6.055, "step": 12000 }, { "epoch": 1.2991913746630728, "grad_norm": 0.5518076419830322, "learning_rate": 0.0005226378845116028, "loss": 3.7192, "step": 12050 }, { "epoch": 1.3045822102425877, "grad_norm": 0.6213856339454651, "learning_rate": 0.0005223140852671344, "loss": 3.7319, "step": 12100 }, { "epoch": 1.3099730458221024, "grad_norm": 0.7218828201293945, "learning_rate": 0.0005219902860226659, "loss": 3.7434, "step": 12150 }, { "epoch": 1.3153638814016173, "grad_norm": 0.563077986240387, "learning_rate": 0.0005216664867781975, "loss": 3.7417, "step": 12200 }, { "epoch": 1.320754716981132, "grad_norm": 0.6648295521736145, "learning_rate": 0.000521342687533729, "loss": 3.7238, "step": 12250 }, { "epoch": 1.326145552560647, "grad_norm": 0.5917858481407166, "learning_rate": 0.0005210188882892606, "loss": 3.7323, "step": 12300 }, { "epoch": 1.3315363881401616, "grad_norm": 0.5561532378196716, "learning_rate": 0.0005206950890447922, "loss": 3.7224, "step": 12350 }, { "epoch": 1.3369272237196765, "grad_norm": 0.5533449053764343, "learning_rate": 0.0005203712898003238, "loss": 3.7372, "step": 12400 }, { "epoch": 1.3423180592991915, "grad_norm": 0.6743930578231812, "learning_rate": 0.0005200474905558553, "loss": 3.7268, "step": 12450 }, { "epoch": 1.3477088948787062, "grad_norm": 0.6915057897567749, "learning_rate": 0.0005197236913113869, "loss": 3.7267, "step": 12500 }, { "epoch": 1.353099730458221, "grad_norm": 0.5675690174102783, "learning_rate": 0.0005193998920669184, "loss": 3.7359, "step": 12550 }, { "epoch": 1.3584905660377358, "grad_norm": 0.5956441164016724, "learning_rate": 0.0005190760928224501, "loss": 3.718, "step": 12600 }, { "epoch": 1.3638814016172507, "grad_norm": 0.5554563403129578, "learning_rate": 0.0005187522935779816, "loss": 3.7277, "step": 12650 }, { "epoch": 1.3692722371967654, "grad_norm": 0.5844613909721375, "learning_rate": 0.0005184284943335132, "loss": 3.7423, "step": 12700 }, { "epoch": 1.3746630727762803, "grad_norm": 0.5583260655403137, "learning_rate": 0.0005181046950890447, "loss": 3.7263, "step": 12750 }, { "epoch": 1.3800539083557952, "grad_norm": 0.5783796310424805, "learning_rate": 0.0005177808958445764, "loss": 3.7188, "step": 12800 }, { "epoch": 1.38544474393531, "grad_norm": 0.5987197160720825, "learning_rate": 0.0005174570966001078, "loss": 3.7124, "step": 12850 }, { "epoch": 1.3908355795148248, "grad_norm": 0.5812613368034363, "learning_rate": 0.0005171332973556395, "loss": 3.7193, "step": 12900 }, { "epoch": 1.3962264150943398, "grad_norm": 0.5962573885917664, "learning_rate": 0.000516809498111171, "loss": 3.7173, "step": 12950 }, { "epoch": 1.4016172506738545, "grad_norm": 0.5796558260917664, "learning_rate": 0.0005164856988667026, "loss": 3.7123, "step": 13000 }, { "epoch": 1.4016172506738545, "eval_accuracy": 0.35139039297685115, "eval_loss": 3.679816722869873, "eval_runtime": 185.9335, "eval_samples_per_second": 96.868, "eval_steps_per_second": 6.056, "step": 13000 }, { "epoch": 1.4070080862533692, "grad_norm": 0.6270114779472351, "learning_rate": 0.0005161618996222341, "loss": 3.7239, "step": 13050 }, { "epoch": 1.412398921832884, "grad_norm": 0.5918281674385071, "learning_rate": 0.0005158381003777657, "loss": 3.7342, "step": 13100 }, { "epoch": 1.417789757412399, "grad_norm": 0.6168618202209473, "learning_rate": 0.0005155143011332973, "loss": 3.7145, "step": 13150 }, { "epoch": 1.4231805929919137, "grad_norm": 0.5616515278816223, "learning_rate": 0.0005151905018888289, "loss": 3.7179, "step": 13200 }, { "epoch": 1.4285714285714286, "grad_norm": 0.5521336793899536, "learning_rate": 0.0005148667026443604, "loss": 3.7139, "step": 13250 }, { "epoch": 1.4339622641509435, "grad_norm": 0.5330696105957031, "learning_rate": 0.000514542903399892, "loss": 3.7103, "step": 13300 }, { "epoch": 1.4393530997304582, "grad_norm": 0.6266703009605408, "learning_rate": 0.0005142191041554237, "loss": 3.6965, "step": 13350 }, { "epoch": 1.444743935309973, "grad_norm": 0.620352566242218, "learning_rate": 0.0005138953049109552, "loss": 3.7071, "step": 13400 }, { "epoch": 1.4501347708894878, "grad_norm": 0.6346424221992493, "learning_rate": 0.0005135715056664868, "loss": 3.7169, "step": 13450 }, { "epoch": 1.4555256064690028, "grad_norm": 0.5509406328201294, "learning_rate": 0.0005132477064220183, "loss": 3.7026, "step": 13500 }, { "epoch": 1.4609164420485174, "grad_norm": 0.6062074303627014, "learning_rate": 0.0005129239071775499, "loss": 3.7131, "step": 13550 }, { "epoch": 1.4663072776280324, "grad_norm": 0.617310643196106, "learning_rate": 0.0005126001079330814, "loss": 3.7147, "step": 13600 }, { "epoch": 1.4716981132075473, "grad_norm": 0.6272128224372864, "learning_rate": 0.000512276308688613, "loss": 3.6887, "step": 13650 }, { "epoch": 1.477088948787062, "grad_norm": 0.5724652409553528, "learning_rate": 0.0005119525094441446, "loss": 3.6875, "step": 13700 }, { "epoch": 1.482479784366577, "grad_norm": 0.5527543425559998, "learning_rate": 0.0005116287101996762, "loss": 3.7039, "step": 13750 }, { "epoch": 1.4878706199460916, "grad_norm": 0.6792011857032776, "learning_rate": 0.0005113049109552077, "loss": 3.7191, "step": 13800 }, { "epoch": 1.4932614555256065, "grad_norm": 0.6160116791725159, "learning_rate": 0.0005109811117107393, "loss": 3.7143, "step": 13850 }, { "epoch": 1.4986522911051212, "grad_norm": 0.5848609209060669, "learning_rate": 0.0005106573124662708, "loss": 3.728, "step": 13900 }, { "epoch": 1.5040431266846361, "grad_norm": 0.5350325107574463, "learning_rate": 0.0005103335132218025, "loss": 3.7018, "step": 13950 }, { "epoch": 1.509433962264151, "grad_norm": 0.5794714689254761, "learning_rate": 0.000510009713977334, "loss": 3.7017, "step": 14000 }, { "epoch": 1.509433962264151, "eval_accuracy": 0.35348728505878285, "eval_loss": 3.6589605808258057, "eval_runtime": 186.0, "eval_samples_per_second": 96.833, "eval_steps_per_second": 6.054, "step": 14000 }, { "epoch": 1.5148247978436657, "grad_norm": 0.5505036115646362, "learning_rate": 0.0005096859147328656, "loss": 3.6933, "step": 14050 }, { "epoch": 1.5202156334231804, "grad_norm": 0.7258388996124268, "learning_rate": 0.0005093685914732865, "loss": 3.6907, "step": 14100 }, { "epoch": 1.5256064690026954, "grad_norm": 0.5728726387023926, "learning_rate": 0.0005090447922288181, "loss": 3.6884, "step": 14150 }, { "epoch": 1.5309973045822103, "grad_norm": 0.5695355534553528, "learning_rate": 0.0005087209929843496, "loss": 3.7208, "step": 14200 }, { "epoch": 1.536388140161725, "grad_norm": 0.5693349242210388, "learning_rate": 0.0005083971937398812, "loss": 3.6952, "step": 14250 }, { "epoch": 1.54177897574124, "grad_norm": 0.6146219968795776, "learning_rate": 0.0005080733944954127, "loss": 3.6983, "step": 14300 }, { "epoch": 1.5471698113207548, "grad_norm": 0.5958489775657654, "learning_rate": 0.0005077495952509444, "loss": 3.6792, "step": 14350 }, { "epoch": 1.5525606469002695, "grad_norm": 0.5772738456726074, "learning_rate": 0.0005074257960064759, "loss": 3.6917, "step": 14400 }, { "epoch": 1.5579514824797842, "grad_norm": 0.6064009070396423, "learning_rate": 0.0005071019967620075, "loss": 3.6984, "step": 14450 }, { "epoch": 1.5633423180592994, "grad_norm": 0.5335804224014282, "learning_rate": 0.000506778197517539, "loss": 3.6907, "step": 14500 }, { "epoch": 1.568733153638814, "grad_norm": 0.6177234053611755, "learning_rate": 0.0005064543982730707, "loss": 3.7017, "step": 14550 }, { "epoch": 1.5741239892183287, "grad_norm": 0.6319202780723572, "learning_rate": 0.0005061305990286023, "loss": 3.6945, "step": 14600 }, { "epoch": 1.5795148247978437, "grad_norm": 0.626189112663269, "learning_rate": 0.0005058067997841338, "loss": 3.7006, "step": 14650 }, { "epoch": 1.5849056603773586, "grad_norm": 0.5782404541969299, "learning_rate": 0.0005054830005396654, "loss": 3.6892, "step": 14700 }, { "epoch": 1.5902964959568733, "grad_norm": 0.6475991010665894, "learning_rate": 0.0005051592012951969, "loss": 3.6788, "step": 14750 }, { "epoch": 1.595687331536388, "grad_norm": 0.6086334586143494, "learning_rate": 0.0005048354020507286, "loss": 3.7018, "step": 14800 }, { "epoch": 1.6010781671159031, "grad_norm": 0.582402229309082, "learning_rate": 0.00050451160280626, "loss": 3.7014, "step": 14850 }, { "epoch": 1.6064690026954178, "grad_norm": 0.5852870941162109, "learning_rate": 0.0005041878035617917, "loss": 3.6901, "step": 14900 }, { "epoch": 1.6118598382749325, "grad_norm": 0.5692827701568604, "learning_rate": 0.0005038640043173232, "loss": 3.6855, "step": 14950 }, { "epoch": 1.6172506738544474, "grad_norm": 0.6348862051963806, "learning_rate": 0.0005035402050728548, "loss": 3.6819, "step": 15000 }, { "epoch": 1.6172506738544474, "eval_accuracy": 0.35549605964869696, "eval_loss": 3.6405038833618164, "eval_runtime": 185.8619, "eval_samples_per_second": 96.905, "eval_steps_per_second": 6.058, "step": 15000 }, { "epoch": 1.6226415094339623, "grad_norm": 0.520592987537384, "learning_rate": 0.0005032164058283863, "loss": 3.6832, "step": 15050 }, { "epoch": 1.628032345013477, "grad_norm": 0.6037412285804749, "learning_rate": 0.0005028926065839179, "loss": 3.6782, "step": 15100 }, { "epoch": 1.633423180592992, "grad_norm": 0.5562775135040283, "learning_rate": 0.0005025688073394495, "loss": 3.68, "step": 15150 }, { "epoch": 1.6388140161725069, "grad_norm": 0.5715218186378479, "learning_rate": 0.0005022450080949811, "loss": 3.6867, "step": 15200 }, { "epoch": 1.6442048517520216, "grad_norm": 0.5829628109931946, "learning_rate": 0.0005019212088505126, "loss": 3.6872, "step": 15250 }, { "epoch": 1.6495956873315363, "grad_norm": 0.5366255044937134, "learning_rate": 0.0005015974096060442, "loss": 3.6895, "step": 15300 }, { "epoch": 1.6549865229110512, "grad_norm": 0.5752381682395935, "learning_rate": 0.0005012736103615758, "loss": 3.6725, "step": 15350 }, { "epoch": 1.6603773584905661, "grad_norm": 0.6247972846031189, "learning_rate": 0.0005009498111171074, "loss": 3.6772, "step": 15400 }, { "epoch": 1.6657681940700808, "grad_norm": 0.5819849371910095, "learning_rate": 0.0005006260118726389, "loss": 3.6774, "step": 15450 }, { "epoch": 1.6711590296495957, "grad_norm": 0.5812469124794006, "learning_rate": 0.0005003022126281705, "loss": 3.6797, "step": 15500 }, { "epoch": 1.6765498652291106, "grad_norm": 0.6708167195320129, "learning_rate": 0.000499978413383702, "loss": 3.6718, "step": 15550 }, { "epoch": 1.6819407008086253, "grad_norm": 0.6221471428871155, "learning_rate": 0.0004996546141392336, "loss": 3.6679, "step": 15600 }, { "epoch": 1.68733153638814, "grad_norm": 0.5361509323120117, "learning_rate": 0.0004993308148947651, "loss": 3.677, "step": 15650 }, { "epoch": 1.692722371967655, "grad_norm": 0.5450946688652039, "learning_rate": 0.0004990070156502968, "loss": 3.6676, "step": 15700 }, { "epoch": 1.6981132075471699, "grad_norm": 0.5308447480201721, "learning_rate": 0.0004986832164058284, "loss": 3.6624, "step": 15750 }, { "epoch": 1.7035040431266846, "grad_norm": 0.6182087659835815, "learning_rate": 0.0004983594171613599, "loss": 3.6766, "step": 15800 }, { "epoch": 1.7088948787061995, "grad_norm": 0.6142793297767639, "learning_rate": 0.0004980356179168915, "loss": 3.6822, "step": 15850 }, { "epoch": 1.7142857142857144, "grad_norm": 0.6230039000511169, "learning_rate": 0.000497711818672423, "loss": 3.7059, "step": 15900 }, { "epoch": 1.719676549865229, "grad_norm": 0.5526073575019836, "learning_rate": 0.0004973880194279547, "loss": 3.6721, "step": 15950 }, { "epoch": 1.7250673854447438, "grad_norm": 0.6014766693115234, "learning_rate": 0.0004970642201834862, "loss": 3.6808, "step": 16000 }, { "epoch": 1.7250673854447438, "eval_accuracy": 0.35676077926285754, "eval_loss": 3.621253490447998, "eval_runtime": 185.5708, "eval_samples_per_second": 97.057, "eval_steps_per_second": 6.068, "step": 16000 }, { "epoch": 1.7304582210242587, "grad_norm": 0.5674132108688354, "learning_rate": 0.0004967404209390178, "loss": 3.6468, "step": 16050 }, { "epoch": 1.7358490566037736, "grad_norm": 0.5384870767593384, "learning_rate": 0.0004964230976794387, "loss": 3.6563, "step": 16100 }, { "epoch": 1.7412398921832883, "grad_norm": 0.6142412424087524, "learning_rate": 0.0004960992984349703, "loss": 3.6694, "step": 16150 }, { "epoch": 1.7466307277628033, "grad_norm": 0.5819224119186401, "learning_rate": 0.0004957754991905018, "loss": 3.6593, "step": 16200 }, { "epoch": 1.7520215633423182, "grad_norm": 0.5680378675460815, "learning_rate": 0.0004954516999460334, "loss": 3.6677, "step": 16250 }, { "epoch": 1.7574123989218329, "grad_norm": 0.5487083196640015, "learning_rate": 0.0004951279007015649, "loss": 3.659, "step": 16300 }, { "epoch": 1.7628032345013476, "grad_norm": 0.5697620511054993, "learning_rate": 0.0004948041014570966, "loss": 3.6536, "step": 16350 }, { "epoch": 1.7681940700808625, "grad_norm": 0.6107510328292847, "learning_rate": 0.0004944803022126281, "loss": 3.6661, "step": 16400 }, { "epoch": 1.7735849056603774, "grad_norm": 0.5611395835876465, "learning_rate": 0.0004941565029681597, "loss": 3.6655, "step": 16450 }, { "epoch": 1.778975741239892, "grad_norm": 0.5468912124633789, "learning_rate": 0.0004938327037236912, "loss": 3.6518, "step": 16500 }, { "epoch": 1.784366576819407, "grad_norm": 0.5951088666915894, "learning_rate": 0.0004935089044792229, "loss": 3.6503, "step": 16550 }, { "epoch": 1.789757412398922, "grad_norm": 0.5842005610466003, "learning_rate": 0.0004931851052347544, "loss": 3.6569, "step": 16600 }, { "epoch": 1.7951482479784366, "grad_norm": 0.5568435192108154, "learning_rate": 0.000492861305990286, "loss": 3.6647, "step": 16650 }, { "epoch": 1.8005390835579513, "grad_norm": 0.5812478065490723, "learning_rate": 0.0004925375067458175, "loss": 3.6551, "step": 16700 }, { "epoch": 1.8059299191374663, "grad_norm": 0.5109179615974426, "learning_rate": 0.0004922137075013491, "loss": 3.649, "step": 16750 }, { "epoch": 1.8113207547169812, "grad_norm": 0.5683979392051697, "learning_rate": 0.0004918899082568807, "loss": 3.6546, "step": 16800 }, { "epoch": 1.8167115902964959, "grad_norm": 0.5695392489433289, "learning_rate": 0.0004915661090124123, "loss": 3.6442, "step": 16850 }, { "epoch": 1.8221024258760108, "grad_norm": 0.5891880989074707, "learning_rate": 0.0004912423097679439, "loss": 3.6499, "step": 16900 }, { "epoch": 1.8274932614555257, "grad_norm": 0.5595072507858276, "learning_rate": 0.0004909185105234754, "loss": 3.6561, "step": 16950 }, { "epoch": 1.8328840970350404, "grad_norm": 0.5379965305328369, "learning_rate": 0.000490594711279007, "loss": 3.6642, "step": 17000 }, { "epoch": 1.8328840970350404, "eval_accuracy": 0.35826377465999526, "eval_loss": 3.608161211013794, "eval_runtime": 186.0988, "eval_samples_per_second": 96.782, "eval_steps_per_second": 6.051, "step": 17000 }, { "epoch": 1.838274932614555, "grad_norm": 0.6132093667984009, "learning_rate": 0.0004902709120345385, "loss": 3.6563, "step": 17050 }, { "epoch": 1.8436657681940702, "grad_norm": 0.5843748450279236, "learning_rate": 0.00048994711279007, "loss": 3.6496, "step": 17100 }, { "epoch": 1.849056603773585, "grad_norm": 0.581844687461853, "learning_rate": 0.0004896233135456017, "loss": 3.6445, "step": 17150 }, { "epoch": 1.8544474393530996, "grad_norm": 0.5657000541687012, "learning_rate": 0.0004892995143011333, "loss": 3.644, "step": 17200 }, { "epoch": 1.8598382749326146, "grad_norm": 0.5997892618179321, "learning_rate": 0.0004889757150566648, "loss": 3.6407, "step": 17250 }, { "epoch": 1.8652291105121295, "grad_norm": 0.5654188990592957, "learning_rate": 0.0004886519158121964, "loss": 3.6647, "step": 17300 }, { "epoch": 1.8706199460916442, "grad_norm": 0.6340252757072449, "learning_rate": 0.000488328116567728, "loss": 3.6677, "step": 17350 }, { "epoch": 1.8760107816711589, "grad_norm": 0.5622780323028564, "learning_rate": 0.0004880043173232595, "loss": 3.6476, "step": 17400 }, { "epoch": 1.881401617250674, "grad_norm": 0.5995896458625793, "learning_rate": 0.0004876805180787911, "loss": 3.657, "step": 17450 }, { "epoch": 1.8867924528301887, "grad_norm": 0.6025211811065674, "learning_rate": 0.000487363194819212, "loss": 3.642, "step": 17500 }, { "epoch": 1.8921832884097034, "grad_norm": 0.6041113138198853, "learning_rate": 0.0004870393955747436, "loss": 3.6554, "step": 17550 }, { "epoch": 1.8975741239892183, "grad_norm": 0.5311667919158936, "learning_rate": 0.0004867155963302752, "loss": 3.641, "step": 17600 }, { "epoch": 1.9029649595687332, "grad_norm": 0.5440093874931335, "learning_rate": 0.0004863917970858068, "loss": 3.64, "step": 17650 }, { "epoch": 1.908355795148248, "grad_norm": 0.5968238711357117, "learning_rate": 0.00048606799784133833, "loss": 3.6522, "step": 17700 }, { "epoch": 1.9137466307277629, "grad_norm": 0.604533851146698, "learning_rate": 0.00048574419859686994, "loss": 3.6414, "step": 17750 }, { "epoch": 1.9191374663072778, "grad_norm": 0.605301558971405, "learning_rate": 0.0004854203993524015, "loss": 3.6572, "step": 17800 }, { "epoch": 1.9245283018867925, "grad_norm": 0.5855521559715271, "learning_rate": 0.000485096600107933, "loss": 3.6647, "step": 17850 }, { "epoch": 1.9299191374663072, "grad_norm": 0.5575717091560364, "learning_rate": 0.00048477280086346464, "loss": 3.6396, "step": 17900 }, { "epoch": 1.935309973045822, "grad_norm": 0.5737566351890564, "learning_rate": 0.00048444900161899614, "loss": 3.6505, "step": 17950 }, { "epoch": 1.940700808625337, "grad_norm": 0.5678514838218689, "learning_rate": 0.00048412520237452774, "loss": 3.6455, "step": 18000 }, { "epoch": 1.940700808625337, "eval_accuracy": 0.3600217783848335, "eval_loss": 3.5910346508026123, "eval_runtime": 185.5537, "eval_samples_per_second": 97.066, "eval_steps_per_second": 6.068, "step": 18000 }, { "epoch": 1.9460916442048517, "grad_norm": 0.5508000254631042, "learning_rate": 0.0004838014031300593, "loss": 3.6286, "step": 18050 }, { "epoch": 1.9514824797843666, "grad_norm": 0.5589747428894043, "learning_rate": 0.0004834776038855909, "loss": 3.6585, "step": 18100 }, { "epoch": 1.9568733153638815, "grad_norm": 0.5658039450645447, "learning_rate": 0.00048315380464112245, "loss": 3.6593, "step": 18150 }, { "epoch": 1.9622641509433962, "grad_norm": 0.5849958658218384, "learning_rate": 0.00048283000539665405, "loss": 3.6465, "step": 18200 }, { "epoch": 1.967654986522911, "grad_norm": 0.6154955625534058, "learning_rate": 0.0004825062061521856, "loss": 3.6483, "step": 18250 }, { "epoch": 1.9730458221024259, "grad_norm": 0.556688666343689, "learning_rate": 0.00048218240690771716, "loss": 3.6273, "step": 18300 }, { "epoch": 1.9784366576819408, "grad_norm": 0.6788551211357117, "learning_rate": 0.00048185860766324876, "loss": 3.6541, "step": 18350 }, { "epoch": 1.9838274932614555, "grad_norm": 0.5126660466194153, "learning_rate": 0.0004815348084187803, "loss": 3.6298, "step": 18400 }, { "epoch": 1.9892183288409704, "grad_norm": 0.5663277506828308, "learning_rate": 0.0004812110091743119, "loss": 3.6338, "step": 18450 }, { "epoch": 1.9946091644204853, "grad_norm": 0.6142022013664246, "learning_rate": 0.00048088720992984347, "loss": 3.6218, "step": 18500 }, { "epoch": 2.0, "grad_norm": 1.1090173721313477, "learning_rate": 0.00048056341068537507, "loss": 3.6398, "step": 18550 }, { "epoch": 2.0053908355795147, "grad_norm": 0.5922869443893433, "learning_rate": 0.00048023961144090657, "loss": 3.5547, "step": 18600 }, { "epoch": 2.01078167115903, "grad_norm": 0.5729225277900696, "learning_rate": 0.00047991581219643817, "loss": 3.5452, "step": 18650 }, { "epoch": 2.0161725067385445, "grad_norm": 0.6253648400306702, "learning_rate": 0.0004795920129519697, "loss": 3.5539, "step": 18700 }, { "epoch": 2.0215633423180592, "grad_norm": 0.5972828269004822, "learning_rate": 0.0004792682137075013, "loss": 3.5445, "step": 18750 }, { "epoch": 2.026954177897574, "grad_norm": 0.6110801100730896, "learning_rate": 0.0004789444144630329, "loss": 3.5542, "step": 18800 }, { "epoch": 2.032345013477089, "grad_norm": 0.5777032971382141, "learning_rate": 0.00047862061521856443, "loss": 3.5513, "step": 18850 }, { "epoch": 2.0377358490566038, "grad_norm": 0.5737757086753845, "learning_rate": 0.00047829681597409603, "loss": 3.5633, "step": 18900 }, { "epoch": 2.0431266846361185, "grad_norm": 0.5594393014907837, "learning_rate": 0.0004779730167296276, "loss": 3.5611, "step": 18950 }, { "epoch": 2.0485175202156336, "grad_norm": 0.6480301022529602, "learning_rate": 0.0004776492174851592, "loss": 3.5613, "step": 19000 }, { "epoch": 2.0485175202156336, "eval_accuracy": 0.36164266216525, "eval_loss": 3.581942558288574, "eval_runtime": 185.9777, "eval_samples_per_second": 96.845, "eval_steps_per_second": 6.054, "step": 19000 }, { "epoch": 2.0539083557951483, "grad_norm": 0.5580395460128784, "learning_rate": 0.00047732541824069074, "loss": 3.5699, "step": 19050 }, { "epoch": 2.059299191374663, "grad_norm": 0.6071756482124329, "learning_rate": 0.0004770016189962223, "loss": 3.5623, "step": 19100 }, { "epoch": 2.0646900269541777, "grad_norm": 0.5564524531364441, "learning_rate": 0.0004766778197517539, "loss": 3.5577, "step": 19150 }, { "epoch": 2.070080862533693, "grad_norm": 0.550567626953125, "learning_rate": 0.0004763540205072854, "loss": 3.5784, "step": 19200 }, { "epoch": 2.0754716981132075, "grad_norm": 0.5679172873497009, "learning_rate": 0.00047603022126281705, "loss": 3.5672, "step": 19250 }, { "epoch": 2.0808625336927222, "grad_norm": 0.583683967590332, "learning_rate": 0.00047570642201834855, "loss": 3.5566, "step": 19300 }, { "epoch": 2.0862533692722374, "grad_norm": 0.6317183971405029, "learning_rate": 0.00047538262277388015, "loss": 3.5737, "step": 19350 }, { "epoch": 2.091644204851752, "grad_norm": 0.5760337710380554, "learning_rate": 0.0004750588235294117, "loss": 3.566, "step": 19400 }, { "epoch": 2.0970350404312668, "grad_norm": 0.7079157829284668, "learning_rate": 0.0004747350242849433, "loss": 3.5478, "step": 19450 }, { "epoch": 2.1024258760107815, "grad_norm": 0.5852265954017639, "learning_rate": 0.00047441122504047486, "loss": 3.5721, "step": 19500 }, { "epoch": 2.1078167115902966, "grad_norm": 0.6242895126342773, "learning_rate": 0.0004740874257960064, "loss": 3.564, "step": 19550 }, { "epoch": 2.1132075471698113, "grad_norm": 0.5763869285583496, "learning_rate": 0.000473763626551538, "loss": 3.5606, "step": 19600 }, { "epoch": 2.118598382749326, "grad_norm": 0.568956196308136, "learning_rate": 0.00047343982730706956, "loss": 3.5628, "step": 19650 }, { "epoch": 2.123989218328841, "grad_norm": 0.5798338651657104, "learning_rate": 0.00047311602806260117, "loss": 3.5561, "step": 19700 }, { "epoch": 2.129380053908356, "grad_norm": 0.6521062254905701, "learning_rate": 0.0004727922288181327, "loss": 3.5471, "step": 19750 }, { "epoch": 2.1347708894878705, "grad_norm": 0.5969342589378357, "learning_rate": 0.0004724684295736643, "loss": 3.569, "step": 19800 }, { "epoch": 2.1401617250673857, "grad_norm": 0.585344672203064, "learning_rate": 0.0004721446303291959, "loss": 3.56, "step": 19850 }, { "epoch": 2.1455525606469004, "grad_norm": 0.5696685314178467, "learning_rate": 0.0004718208310847275, "loss": 3.5634, "step": 19900 }, { "epoch": 2.150943396226415, "grad_norm": 0.5736604928970337, "learning_rate": 0.000471497031840259, "loss": 3.5546, "step": 19950 }, { "epoch": 2.1563342318059298, "grad_norm": 0.5983167290687561, "learning_rate": 0.0004711732325957905, "loss": 3.5589, "step": 20000 }, { "epoch": 2.1563342318059298, "eval_accuracy": 0.36254372056389544, "eval_loss": 3.573596715927124, "eval_runtime": 185.5769, "eval_samples_per_second": 97.054, "eval_steps_per_second": 6.068, "step": 20000 }, { "epoch": 2.161725067385445, "grad_norm": 0.5717964768409729, "learning_rate": 0.00047084943335132213, "loss": 3.5619, "step": 20050 }, { "epoch": 2.1671159029649596, "grad_norm": 0.6264322996139526, "learning_rate": 0.0004705256341068537, "loss": 3.5579, "step": 20100 }, { "epoch": 2.1725067385444743, "grad_norm": 0.5710529088973999, "learning_rate": 0.0004702018348623853, "loss": 3.5685, "step": 20150 }, { "epoch": 2.177897574123989, "grad_norm": 0.5462448000907898, "learning_rate": 0.00046987803561791684, "loss": 3.5703, "step": 20200 }, { "epoch": 2.183288409703504, "grad_norm": 0.5277117490768433, "learning_rate": 0.00046955423637344844, "loss": 3.5762, "step": 20250 }, { "epoch": 2.188679245283019, "grad_norm": 0.6546245217323303, "learning_rate": 0.00046923043712898, "loss": 3.5575, "step": 20300 }, { "epoch": 2.1940700808625335, "grad_norm": 0.5462058782577515, "learning_rate": 0.0004689066378845116, "loss": 3.5511, "step": 20350 }, { "epoch": 2.1994609164420487, "grad_norm": 0.5982887744903564, "learning_rate": 0.00046858283864004315, "loss": 3.5645, "step": 20400 }, { "epoch": 2.2048517520215634, "grad_norm": 0.7412492036819458, "learning_rate": 0.0004682590393955747, "loss": 3.5573, "step": 20450 }, { "epoch": 2.210242587601078, "grad_norm": 0.5417401790618896, "learning_rate": 0.0004679352401511063, "loss": 3.5739, "step": 20500 }, { "epoch": 2.215633423180593, "grad_norm": 0.5726649761199951, "learning_rate": 0.0004676114409066378, "loss": 3.5713, "step": 20550 }, { "epoch": 2.221024258760108, "grad_norm": 0.6224658489227295, "learning_rate": 0.00046728764166216946, "loss": 3.5665, "step": 20600 }, { "epoch": 2.2264150943396226, "grad_norm": 0.6279109120368958, "learning_rate": 0.00046696384241770095, "loss": 3.576, "step": 20650 }, { "epoch": 2.2318059299191373, "grad_norm": 0.6470381617546082, "learning_rate": 0.00046664004317323256, "loss": 3.5569, "step": 20700 }, { "epoch": 2.2371967654986524, "grad_norm": 0.5726243853569031, "learning_rate": 0.0004663162439287641, "loss": 3.5754, "step": 20750 }, { "epoch": 2.242587601078167, "grad_norm": 0.5811974406242371, "learning_rate": 0.00046599244468429566, "loss": 3.5715, "step": 20800 }, { "epoch": 2.247978436657682, "grad_norm": 0.5972831845283508, "learning_rate": 0.00046566864543982726, "loss": 3.5719, "step": 20850 }, { "epoch": 2.2533692722371965, "grad_norm": 0.5632637739181519, "learning_rate": 0.0004653448461953588, "loss": 3.5633, "step": 20900 }, { "epoch": 2.2587601078167117, "grad_norm": 0.6027004718780518, "learning_rate": 0.0004650210469508904, "loss": 3.5614, "step": 20950 }, { "epoch": 2.2641509433962264, "grad_norm": 0.5686562061309814, "learning_rate": 0.00046469724770642197, "loss": 3.5597, "step": 21000 }, { "epoch": 2.2641509433962264, "eval_accuracy": 0.36353789448739793, "eval_loss": 3.5626556873321533, "eval_runtime": 185.9797, "eval_samples_per_second": 96.844, "eval_steps_per_second": 6.054, "step": 21000 }, { "epoch": 2.269541778975741, "grad_norm": 0.6364426016807556, "learning_rate": 0.0004643734484619536, "loss": 3.5565, "step": 21050 }, { "epoch": 2.274932614555256, "grad_norm": 0.5865249037742615, "learning_rate": 0.0004640496492174851, "loss": 3.5483, "step": 21100 }, { "epoch": 2.280323450134771, "grad_norm": 0.5965092778205872, "learning_rate": 0.00046372584997301673, "loss": 3.5742, "step": 21150 }, { "epoch": 2.2857142857142856, "grad_norm": 0.5928227305412292, "learning_rate": 0.0004634020507285483, "loss": 3.5535, "step": 21200 }, { "epoch": 2.2911051212938007, "grad_norm": 0.5737338662147522, "learning_rate": 0.0004630782514840798, "loss": 3.5516, "step": 21250 }, { "epoch": 2.2964959568733154, "grad_norm": 0.6345467567443848, "learning_rate": 0.0004627544522396114, "loss": 3.5598, "step": 21300 }, { "epoch": 2.30188679245283, "grad_norm": 0.5607115030288696, "learning_rate": 0.00046243065299514293, "loss": 3.5408, "step": 21350 }, { "epoch": 2.3072776280323453, "grad_norm": 0.5754068493843079, "learning_rate": 0.00046210685375067454, "loss": 3.5766, "step": 21400 }, { "epoch": 2.31266846361186, "grad_norm": 0.6035879254341125, "learning_rate": 0.0004617830545062061, "loss": 3.536, "step": 21450 }, { "epoch": 2.3180592991913747, "grad_norm": 0.6164117455482483, "learning_rate": 0.00046146573124662704, "loss": 3.5671, "step": 21500 }, { "epoch": 2.3234501347708894, "grad_norm": 0.5974962115287781, "learning_rate": 0.00046114193200215864, "loss": 3.5658, "step": 21550 }, { "epoch": 2.3288409703504045, "grad_norm": 0.6097601652145386, "learning_rate": 0.0004608181327576902, "loss": 3.5402, "step": 21600 }, { "epoch": 2.334231805929919, "grad_norm": 0.5905078053474426, "learning_rate": 0.00046049433351322175, "loss": 3.5607, "step": 21650 }, { "epoch": 2.339622641509434, "grad_norm": 0.557483971118927, "learning_rate": 0.00046017053426875335, "loss": 3.5734, "step": 21700 }, { "epoch": 2.3450134770889486, "grad_norm": 0.6139761805534363, "learning_rate": 0.0004598467350242849, "loss": 3.5557, "step": 21750 }, { "epoch": 2.3504043126684637, "grad_norm": 0.5611399412155151, "learning_rate": 0.0004595229357798165, "loss": 3.5681, "step": 21800 }, { "epoch": 2.3557951482479784, "grad_norm": 0.605839192867279, "learning_rate": 0.00045919913653534806, "loss": 3.5671, "step": 21850 }, { "epoch": 2.361185983827493, "grad_norm": 0.5682869553565979, "learning_rate": 0.00045887533729087966, "loss": 3.5595, "step": 21900 }, { "epoch": 2.3665768194070083, "grad_norm": 0.5689018368721008, "learning_rate": 0.00045855153804641116, "loss": 3.5521, "step": 21950 }, { "epoch": 2.371967654986523, "grad_norm": 0.5656780004501343, "learning_rate": 0.0004582277388019427, "loss": 3.5455, "step": 22000 }, { "epoch": 2.371967654986523, "eval_accuracy": 0.36478490368084476, "eval_loss": 3.5518763065338135, "eval_runtime": 185.6801, "eval_samples_per_second": 97.0, "eval_steps_per_second": 6.064, "step": 22000 }, { "epoch": 2.3773584905660377, "grad_norm": 0.5644449591636658, "learning_rate": 0.0004579039395574743, "loss": 3.547, "step": 22050 }, { "epoch": 2.382749326145553, "grad_norm": 0.5704251527786255, "learning_rate": 0.00045758014031300586, "loss": 3.5652, "step": 22100 }, { "epoch": 2.3881401617250675, "grad_norm": 0.5917501449584961, "learning_rate": 0.00045725634106853747, "loss": 3.5594, "step": 22150 }, { "epoch": 2.393530997304582, "grad_norm": 0.552393913269043, "learning_rate": 0.000456932541824069, "loss": 3.5463, "step": 22200 }, { "epoch": 2.398921832884097, "grad_norm": 0.6430604457855225, "learning_rate": 0.0004566087425796006, "loss": 3.5386, "step": 22250 }, { "epoch": 2.404312668463612, "grad_norm": 0.6215885281562805, "learning_rate": 0.0004562849433351322, "loss": 3.5672, "step": 22300 }, { "epoch": 2.4097035040431267, "grad_norm": 0.5455368161201477, "learning_rate": 0.0004559611440906638, "loss": 3.5753, "step": 22350 }, { "epoch": 2.4150943396226414, "grad_norm": 0.6595668792724609, "learning_rate": 0.00045563734484619533, "loss": 3.5592, "step": 22400 }, { "epoch": 2.420485175202156, "grad_norm": 0.575469970703125, "learning_rate": 0.0004553135456017269, "loss": 3.5671, "step": 22450 }, { "epoch": 2.4258760107816713, "grad_norm": 0.6219996213912964, "learning_rate": 0.0004549897463572585, "loss": 3.5634, "step": 22500 }, { "epoch": 2.431266846361186, "grad_norm": 0.564261257648468, "learning_rate": 0.00045466594711279, "loss": 3.5432, "step": 22550 }, { "epoch": 2.4366576819407006, "grad_norm": 0.649264395236969, "learning_rate": 0.00045434214786832164, "loss": 3.5624, "step": 22600 }, { "epoch": 2.442048517520216, "grad_norm": 0.5878944396972656, "learning_rate": 0.00045401834862385314, "loss": 3.5565, "step": 22650 }, { "epoch": 2.4474393530997305, "grad_norm": 0.6890021562576294, "learning_rate": 0.00045369454937938474, "loss": 3.5634, "step": 22700 }, { "epoch": 2.452830188679245, "grad_norm": 0.6277121305465698, "learning_rate": 0.0004533707501349163, "loss": 3.5508, "step": 22750 }, { "epoch": 2.4582210242587603, "grad_norm": 0.5444703698158264, "learning_rate": 0.0004530469508904479, "loss": 3.5509, "step": 22800 }, { "epoch": 2.463611859838275, "grad_norm": 0.5967130661010742, "learning_rate": 0.00045272315164597945, "loss": 3.5403, "step": 22850 }, { "epoch": 2.4690026954177897, "grad_norm": 0.5967291593551636, "learning_rate": 0.000452399352401511, "loss": 3.5545, "step": 22900 }, { "epoch": 2.4743935309973044, "grad_norm": 0.5806335210800171, "learning_rate": 0.0004520755531570426, "loss": 3.5388, "step": 22950 }, { "epoch": 2.4797843665768196, "grad_norm": 0.610866904258728, "learning_rate": 0.00045175175391257415, "loss": 3.5547, "step": 23000 }, { "epoch": 2.4797843665768196, "eval_accuracy": 0.365600560909668, "eval_loss": 3.542806625366211, "eval_runtime": 186.022, "eval_samples_per_second": 96.822, "eval_steps_per_second": 6.053, "step": 23000 }, { "epoch": 2.4851752021563343, "grad_norm": 0.620668351650238, "learning_rate": 0.00045142795466810576, "loss": 3.5601, "step": 23050 }, { "epoch": 2.490566037735849, "grad_norm": 0.593329131603241, "learning_rate": 0.0004511041554236373, "loss": 3.5578, "step": 23100 }, { "epoch": 2.4959568733153636, "grad_norm": 0.6220084428787231, "learning_rate": 0.0004507803561791689, "loss": 3.5704, "step": 23150 }, { "epoch": 2.501347708894879, "grad_norm": 0.5983256101608276, "learning_rate": 0.00045045655693470046, "loss": 3.5619, "step": 23200 }, { "epoch": 2.5067385444743935, "grad_norm": 0.6088994741439819, "learning_rate": 0.00045013275769023207, "loss": 3.5623, "step": 23250 }, { "epoch": 2.512129380053908, "grad_norm": 0.5717225670814514, "learning_rate": 0.00044980895844576356, "loss": 3.5584, "step": 23300 }, { "epoch": 2.5175202156334233, "grad_norm": 0.5791255235671997, "learning_rate": 0.0004494851592012951, "loss": 3.5562, "step": 23350 }, { "epoch": 2.522911051212938, "grad_norm": 0.5934580564498901, "learning_rate": 0.00044916783594171607, "loss": 3.5359, "step": 23400 }, { "epoch": 2.5283018867924527, "grad_norm": 0.5999855995178223, "learning_rate": 0.00044884403669724767, "loss": 3.5516, "step": 23450 }, { "epoch": 2.533692722371968, "grad_norm": 0.5984418988227844, "learning_rate": 0.0004485202374527792, "loss": 3.5462, "step": 23500 }, { "epoch": 2.5390835579514826, "grad_norm": 0.558322548866272, "learning_rate": 0.00044819643820831083, "loss": 3.5491, "step": 23550 }, { "epoch": 2.5444743935309972, "grad_norm": 0.6213822960853577, "learning_rate": 0.0004478726389638424, "loss": 3.5522, "step": 23600 }, { "epoch": 2.5498652291105124, "grad_norm": 0.5522050261497498, "learning_rate": 0.00044754883971937393, "loss": 3.5409, "step": 23650 }, { "epoch": 2.555256064690027, "grad_norm": 0.5763940811157227, "learning_rate": 0.00044722504047490553, "loss": 3.5296, "step": 23700 }, { "epoch": 2.560646900269542, "grad_norm": 0.6493868231773376, "learning_rate": 0.0004469012412304371, "loss": 3.5384, "step": 23750 }, { "epoch": 2.5660377358490565, "grad_norm": 0.5779409408569336, "learning_rate": 0.0004465774419859687, "loss": 3.5574, "step": 23800 }, { "epoch": 2.571428571428571, "grad_norm": 0.5564289689064026, "learning_rate": 0.00044625364274150024, "loss": 3.5447, "step": 23850 }, { "epoch": 2.5768194070080863, "grad_norm": 0.5602936148643494, "learning_rate": 0.00044592984349703184, "loss": 3.5445, "step": 23900 }, { "epoch": 2.582210242587601, "grad_norm": 0.635210394859314, "learning_rate": 0.00044560604425256334, "loss": 3.5371, "step": 23950 }, { "epoch": 2.5876010781671157, "grad_norm": 0.5645261406898499, "learning_rate": 0.000445282245008095, "loss": 3.5427, "step": 24000 }, { "epoch": 2.5876010781671157, "eval_accuracy": 0.366985124659088, "eval_loss": 3.5324132442474365, "eval_runtime": 185.6401, "eval_samples_per_second": 97.021, "eval_steps_per_second": 6.065, "step": 24000 }, { "epoch": 2.592991913746631, "grad_norm": 0.5728445053100586, "learning_rate": 0.0004449584457636265, "loss": 3.5657, "step": 24050 }, { "epoch": 2.5983827493261455, "grad_norm": 0.6249076724052429, "learning_rate": 0.00044463464651915805, "loss": 3.5435, "step": 24100 }, { "epoch": 2.6037735849056602, "grad_norm": 0.5713481903076172, "learning_rate": 0.00044431084727468965, "loss": 3.5558, "step": 24150 }, { "epoch": 2.6091644204851754, "grad_norm": 0.6012597680091858, "learning_rate": 0.0004439870480302212, "loss": 3.5396, "step": 24200 }, { "epoch": 2.61455525606469, "grad_norm": 0.6245263814926147, "learning_rate": 0.0004436632487857528, "loss": 3.5574, "step": 24250 }, { "epoch": 2.6199460916442048, "grad_norm": 0.6450279951095581, "learning_rate": 0.00044333944954128436, "loss": 3.5498, "step": 24300 }, { "epoch": 2.62533692722372, "grad_norm": 0.5852833986282349, "learning_rate": 0.00044301565029681596, "loss": 3.5417, "step": 24350 }, { "epoch": 2.6307277628032346, "grad_norm": 0.6017525792121887, "learning_rate": 0.0004426918510523475, "loss": 3.545, "step": 24400 }, { "epoch": 2.6361185983827493, "grad_norm": 0.5775270462036133, "learning_rate": 0.0004423680518078791, "loss": 3.5449, "step": 24450 }, { "epoch": 2.641509433962264, "grad_norm": 0.5868250131607056, "learning_rate": 0.00044204425256341067, "loss": 3.5523, "step": 24500 }, { "epoch": 2.6469002695417787, "grad_norm": 0.6670169234275818, "learning_rate": 0.0004417204533189422, "loss": 3.5373, "step": 24550 }, { "epoch": 2.652291105121294, "grad_norm": 0.6082099676132202, "learning_rate": 0.0004413966540744738, "loss": 3.5459, "step": 24600 }, { "epoch": 2.6576819407008085, "grad_norm": 0.5733329653739929, "learning_rate": 0.0004410728548300053, "loss": 3.5421, "step": 24650 }, { "epoch": 2.6630727762803232, "grad_norm": 0.5629079937934875, "learning_rate": 0.0004407490555855369, "loss": 3.548, "step": 24700 }, { "epoch": 2.6684636118598384, "grad_norm": 0.6059092283248901, "learning_rate": 0.0004404252563410685, "loss": 3.5628, "step": 24750 }, { "epoch": 2.673854447439353, "grad_norm": 0.5731385946273804, "learning_rate": 0.0004401014570966001, "loss": 3.5559, "step": 24800 }, { "epoch": 2.6792452830188678, "grad_norm": 0.577727198600769, "learning_rate": 0.00043977765785213163, "loss": 3.5576, "step": 24850 }, { "epoch": 2.684636118598383, "grad_norm": 0.6294382214546204, "learning_rate": 0.0004394538586076632, "loss": 3.529, "step": 24900 }, { "epoch": 2.6900269541778976, "grad_norm": 0.5616303086280823, "learning_rate": 0.0004391300593631948, "loss": 3.5487, "step": 24950 }, { "epoch": 2.6954177897574123, "grad_norm": 0.5719131231307983, "learning_rate": 0.00043880626011872634, "loss": 3.5285, "step": 25000 }, { "epoch": 2.6954177897574123, "eval_accuracy": 0.3679841879625421, "eval_loss": 3.5216171741485596, "eval_runtime": 186.3995, "eval_samples_per_second": 96.626, "eval_steps_per_second": 6.041, "step": 25000 }, { "epoch": 2.7008086253369274, "grad_norm": 0.5909615159034729, "learning_rate": 0.00043848246087425794, "loss": 3.5423, "step": 25050 }, { "epoch": 2.706199460916442, "grad_norm": 0.5884896516799927, "learning_rate": 0.0004381586616297895, "loss": 3.5422, "step": 25100 }, { "epoch": 2.711590296495957, "grad_norm": 0.6020126938819885, "learning_rate": 0.0004378348623853211, "loss": 3.5438, "step": 25150 }, { "epoch": 2.7169811320754715, "grad_norm": 0.6269355416297913, "learning_rate": 0.00043751106314085265, "loss": 3.546, "step": 25200 }, { "epoch": 2.7223719676549867, "grad_norm": 0.6308701634407043, "learning_rate": 0.00043718726389638425, "loss": 3.5375, "step": 25250 }, { "epoch": 2.7277628032345014, "grad_norm": 0.6092113852500916, "learning_rate": 0.00043686346465191575, "loss": 3.5448, "step": 25300 }, { "epoch": 2.733153638814016, "grad_norm": 0.6175215244293213, "learning_rate": 0.0004365396654074473, "loss": 3.5399, "step": 25350 }, { "epoch": 2.7385444743935308, "grad_norm": 0.5836145877838135, "learning_rate": 0.0004362158661629789, "loss": 3.5344, "step": 25400 }, { "epoch": 2.743935309973046, "grad_norm": 0.6724771857261658, "learning_rate": 0.00043589206691851045, "loss": 3.5503, "step": 25450 }, { "epoch": 2.7493261455525606, "grad_norm": 0.5822784304618835, "learning_rate": 0.00043556826767404206, "loss": 3.5273, "step": 25500 }, { "epoch": 2.7547169811320753, "grad_norm": 0.6363187432289124, "learning_rate": 0.0004352444684295736, "loss": 3.5201, "step": 25550 }, { "epoch": 2.7601078167115904, "grad_norm": 0.5680950880050659, "learning_rate": 0.0004349206691851052, "loss": 3.5242, "step": 25600 }, { "epoch": 2.765498652291105, "grad_norm": 0.5622973442077637, "learning_rate": 0.00043459686994063676, "loss": 3.5318, "step": 25650 }, { "epoch": 2.77088948787062, "grad_norm": 0.5824505090713501, "learning_rate": 0.00043427307069616837, "loss": 3.5197, "step": 25700 }, { "epoch": 2.776280323450135, "grad_norm": 0.6137266159057617, "learning_rate": 0.0004339492714516999, "loss": 3.5221, "step": 25750 }, { "epoch": 2.7816711590296497, "grad_norm": 0.6163187026977539, "learning_rate": 0.00043362547220723147, "loss": 3.5376, "step": 25800 }, { "epoch": 2.7870619946091644, "grad_norm": 0.6002925038337708, "learning_rate": 0.0004333016729627631, "loss": 3.5233, "step": 25850 }, { "epoch": 2.7924528301886795, "grad_norm": 0.5682194828987122, "learning_rate": 0.0004329778737182946, "loss": 3.5258, "step": 25900 }, { "epoch": 2.797843665768194, "grad_norm": 0.5632787942886353, "learning_rate": 0.00043265407447382623, "loss": 3.5361, "step": 25950 }, { "epoch": 2.803234501347709, "grad_norm": 0.6110450029373169, "learning_rate": 0.0004323302752293577, "loss": 3.5395, "step": 26000 }, { "epoch": 2.803234501347709, "eval_accuracy": 0.3686300207277114, "eval_loss": 3.513617992401123, "eval_runtime": 185.827, "eval_samples_per_second": 96.924, "eval_steps_per_second": 6.059, "step": 26000 }, { "epoch": 2.8086253369272236, "grad_norm": 0.6710889339447021, "learning_rate": 0.00043200647598488933, "loss": 3.5389, "step": 26050 }, { "epoch": 2.8140161725067383, "grad_norm": 0.6085184812545776, "learning_rate": 0.0004316826767404209, "loss": 3.5215, "step": 26100 }, { "epoch": 2.8194070080862534, "grad_norm": 0.5876900553703308, "learning_rate": 0.0004313588774959525, "loss": 3.5307, "step": 26150 }, { "epoch": 2.824797843665768, "grad_norm": 0.6706977486610413, "learning_rate": 0.00043103507825148404, "loss": 3.5284, "step": 26200 }, { "epoch": 2.830188679245283, "grad_norm": 0.6303845047950745, "learning_rate": 0.0004307112790070156, "loss": 3.5225, "step": 26250 }, { "epoch": 2.835579514824798, "grad_norm": 0.6239638328552246, "learning_rate": 0.0004303874797625472, "loss": 3.5361, "step": 26300 }, { "epoch": 2.8409703504043127, "grad_norm": 0.6235447525978088, "learning_rate": 0.00043006368051807874, "loss": 3.5407, "step": 26350 }, { "epoch": 2.8463611859838274, "grad_norm": 0.6071142554283142, "learning_rate": 0.00042973988127361035, "loss": 3.5293, "step": 26400 }, { "epoch": 2.8517520215633425, "grad_norm": 0.5975500345230103, "learning_rate": 0.0004294160820291419, "loss": 3.5295, "step": 26450 }, { "epoch": 2.857142857142857, "grad_norm": 0.6414698362350464, "learning_rate": 0.0004290922827846735, "loss": 3.5255, "step": 26500 }, { "epoch": 2.862533692722372, "grad_norm": 0.6065353155136108, "learning_rate": 0.00042876848354020505, "loss": 3.5175, "step": 26550 }, { "epoch": 2.867924528301887, "grad_norm": 0.618472158908844, "learning_rate": 0.00042844468429573655, "loss": 3.5289, "step": 26600 }, { "epoch": 2.8733153638814017, "grad_norm": 0.6460848450660706, "learning_rate": 0.00042812088505126815, "loss": 3.5247, "step": 26650 }, { "epoch": 2.8787061994609164, "grad_norm": 0.5703945159912109, "learning_rate": 0.0004277970858067997, "loss": 3.5233, "step": 26700 }, { "epoch": 2.884097035040431, "grad_norm": 0.5636091828346252, "learning_rate": 0.0004274732865623313, "loss": 3.5415, "step": 26750 }, { "epoch": 2.889487870619946, "grad_norm": 0.6512492895126343, "learning_rate": 0.00042714948731786286, "loss": 3.5292, "step": 26800 }, { "epoch": 2.894878706199461, "grad_norm": 0.5482248067855835, "learning_rate": 0.00042682568807339447, "loss": 3.5223, "step": 26850 }, { "epoch": 2.9002695417789757, "grad_norm": 0.6073907017707825, "learning_rate": 0.000426501888828926, "loss": 3.5464, "step": 26900 }, { "epoch": 2.9056603773584904, "grad_norm": 0.5725634098052979, "learning_rate": 0.0004261780895844576, "loss": 3.5388, "step": 26950 }, { "epoch": 2.9110512129380055, "grad_norm": 0.5964205861091614, "learning_rate": 0.00042585429033998917, "loss": 3.523, "step": 27000 }, { "epoch": 2.9110512129380055, "eval_accuracy": 0.3692841111123546, "eval_loss": 3.5060484409332275, "eval_runtime": 186.1917, "eval_samples_per_second": 96.734, "eval_steps_per_second": 6.048, "step": 27000 }, { "epoch": 2.91644204851752, "grad_norm": 0.6369139552116394, "learning_rate": 0.0004255304910955207, "loss": 3.5417, "step": 27050 }, { "epoch": 2.921832884097035, "grad_norm": 0.5514616966247559, "learning_rate": 0.0004252066918510523, "loss": 3.5463, "step": 27100 }, { "epoch": 2.92722371967655, "grad_norm": 0.6309407353401184, "learning_rate": 0.0004248828926065839, "loss": 3.5301, "step": 27150 }, { "epoch": 2.9326145552560647, "grad_norm": 0.5894890427589417, "learning_rate": 0.0004245590933621155, "loss": 3.52, "step": 27200 }, { "epoch": 2.9380053908355794, "grad_norm": 0.5637946724891663, "learning_rate": 0.00042423529411764703, "loss": 3.5323, "step": 27250 }, { "epoch": 2.9433962264150946, "grad_norm": 0.6292248964309692, "learning_rate": 0.00042391149487317864, "loss": 3.5295, "step": 27300 }, { "epoch": 2.9487870619946093, "grad_norm": 0.6090145707130432, "learning_rate": 0.00042358769562871013, "loss": 3.5224, "step": 27350 }, { "epoch": 2.954177897574124, "grad_norm": 0.6164013147354126, "learning_rate": 0.0004232703723691311, "loss": 3.5252, "step": 27400 }, { "epoch": 2.9595687331536387, "grad_norm": 0.5353987812995911, "learning_rate": 0.00042295304910955204, "loss": 3.5225, "step": 27450 }, { "epoch": 2.964959568733154, "grad_norm": 0.5768761038780212, "learning_rate": 0.0004226292498650836, "loss": 3.5289, "step": 27500 }, { "epoch": 2.9703504043126685, "grad_norm": 0.5933774709701538, "learning_rate": 0.0004223054506206152, "loss": 3.5313, "step": 27550 }, { "epoch": 2.975741239892183, "grad_norm": 0.5720575451850891, "learning_rate": 0.00042198165137614674, "loss": 3.5331, "step": 27600 }, { "epoch": 2.981132075471698, "grad_norm": 0.5767709016799927, "learning_rate": 0.00042165785213167835, "loss": 3.5353, "step": 27650 }, { "epoch": 2.986522911051213, "grad_norm": 0.6661293506622314, "learning_rate": 0.0004213340528872099, "loss": 3.5243, "step": 27700 }, { "epoch": 2.9919137466307277, "grad_norm": 0.5878481864929199, "learning_rate": 0.00042101025364274145, "loss": 3.537, "step": 27750 }, { "epoch": 2.9973045822102424, "grad_norm": 0.641791582107544, "learning_rate": 0.00042068645439827305, "loss": 3.5329, "step": 27800 }, { "epoch": 3.0026954177897576, "grad_norm": 0.5974509119987488, "learning_rate": 0.0004203626551538046, "loss": 3.4783, "step": 27850 }, { "epoch": 3.0080862533692723, "grad_norm": 0.6066641807556152, "learning_rate": 0.0004200388559093362, "loss": 3.4297, "step": 27900 }, { "epoch": 3.013477088948787, "grad_norm": 0.6649867296218872, "learning_rate": 0.0004197150566648677, "loss": 3.4268, "step": 27950 }, { "epoch": 3.018867924528302, "grad_norm": 0.5743685960769653, "learning_rate": 0.00041939125742039936, "loss": 3.4475, "step": 28000 }, { "epoch": 3.018867924528302, "eval_accuracy": 0.37044593644175483, "eval_loss": 3.5023696422576904, "eval_runtime": 185.967, "eval_samples_per_second": 96.851, "eval_steps_per_second": 6.055, "step": 28000 }, { "epoch": 3.024258760107817, "grad_norm": 0.6364364624023438, "learning_rate": 0.00041906745817593086, "loss": 3.4426, "step": 28050 }, { "epoch": 3.0296495956873315, "grad_norm": 0.6206678748130798, "learning_rate": 0.00041874365893146247, "loss": 3.449, "step": 28100 }, { "epoch": 3.035040431266846, "grad_norm": 0.6234203577041626, "learning_rate": 0.000418419859686994, "loss": 3.4393, "step": 28150 }, { "epoch": 3.0404312668463613, "grad_norm": 0.6210460066795349, "learning_rate": 0.00041809606044252557, "loss": 3.4433, "step": 28200 }, { "epoch": 3.045822102425876, "grad_norm": 0.5988819599151611, "learning_rate": 0.00041777226119805717, "loss": 3.426, "step": 28250 }, { "epoch": 3.0512129380053907, "grad_norm": 0.575577974319458, "learning_rate": 0.0004174484619535887, "loss": 3.4469, "step": 28300 }, { "epoch": 3.056603773584906, "grad_norm": 0.6115937829017639, "learning_rate": 0.00041712466270912033, "loss": 3.4201, "step": 28350 }, { "epoch": 3.0619946091644206, "grad_norm": 0.6175453066825867, "learning_rate": 0.0004168008634646519, "loss": 3.45, "step": 28400 }, { "epoch": 3.0673854447439353, "grad_norm": 0.6189521551132202, "learning_rate": 0.0004164770642201835, "loss": 3.4192, "step": 28450 }, { "epoch": 3.07277628032345, "grad_norm": 0.6038718223571777, "learning_rate": 0.00041615326497571503, "loss": 3.4449, "step": 28500 }, { "epoch": 3.078167115902965, "grad_norm": 0.6216437816619873, "learning_rate": 0.0004158294657312466, "loss": 3.4561, "step": 28550 }, { "epoch": 3.08355795148248, "grad_norm": 0.6171916723251343, "learning_rate": 0.0004155056664867782, "loss": 3.4401, "step": 28600 }, { "epoch": 3.0889487870619945, "grad_norm": 0.6580452919006348, "learning_rate": 0.0004151818672423097, "loss": 3.4528, "step": 28650 }, { "epoch": 3.0943396226415096, "grad_norm": 0.5904680490493774, "learning_rate": 0.0004148580679978413, "loss": 3.4483, "step": 28700 }, { "epoch": 3.0997304582210243, "grad_norm": 0.6261874437332153, "learning_rate": 0.00041453426875337284, "loss": 3.4755, "step": 28750 }, { "epoch": 3.105121293800539, "grad_norm": 0.618054986000061, "learning_rate": 0.00041421046950890445, "loss": 3.4339, "step": 28800 }, { "epoch": 3.1105121293800537, "grad_norm": 0.6256803274154663, "learning_rate": 0.000413886670264436, "loss": 3.4433, "step": 28850 }, { "epoch": 3.115902964959569, "grad_norm": 0.5824188590049744, "learning_rate": 0.0004135628710199676, "loss": 3.4396, "step": 28900 }, { "epoch": 3.1212938005390836, "grad_norm": 0.6012649536132812, "learning_rate": 0.00041323907177549915, "loss": 3.4695, "step": 28950 }, { "epoch": 3.1266846361185983, "grad_norm": 0.6452707648277283, "learning_rate": 0.0004129152725310307, "loss": 3.4418, "step": 29000 }, { "epoch": 3.1266846361185983, "eval_accuracy": 0.37053557507420176, "eval_loss": 3.497108221054077, "eval_runtime": 185.6539, "eval_samples_per_second": 97.014, "eval_steps_per_second": 6.065, "step": 29000 }, { "epoch": 3.1320754716981134, "grad_norm": 0.6206106543540955, "learning_rate": 0.0004125914732865623, "loss": 3.4605, "step": 29050 }, { "epoch": 3.137466307277628, "grad_norm": 0.5886445045471191, "learning_rate": 0.00041226767404209386, "loss": 3.4591, "step": 29100 }, { "epoch": 3.142857142857143, "grad_norm": 0.6129039525985718, "learning_rate": 0.00041194387479762546, "loss": 3.4516, "step": 29150 }, { "epoch": 3.1482479784366575, "grad_norm": 0.6028342247009277, "learning_rate": 0.000411620075553157, "loss": 3.46, "step": 29200 }, { "epoch": 3.1536388140161726, "grad_norm": 0.5974977612495422, "learning_rate": 0.0004112962763086886, "loss": 3.4634, "step": 29250 }, { "epoch": 3.1590296495956873, "grad_norm": 0.6546943783760071, "learning_rate": 0.0004109724770642201, "loss": 3.4667, "step": 29300 }, { "epoch": 3.164420485175202, "grad_norm": 0.7015277743339539, "learning_rate": 0.00041064867781975177, "loss": 3.4572, "step": 29350 }, { "epoch": 3.169811320754717, "grad_norm": 0.6459450721740723, "learning_rate": 0.00041032487857528327, "loss": 3.4515, "step": 29400 }, { "epoch": 3.175202156334232, "grad_norm": 0.6202012300491333, "learning_rate": 0.0004100010793308148, "loss": 3.4346, "step": 29450 }, { "epoch": 3.1805929919137466, "grad_norm": 0.6145125031471252, "learning_rate": 0.0004096772800863464, "loss": 3.4599, "step": 29500 }, { "epoch": 3.1859838274932613, "grad_norm": 0.6208085417747498, "learning_rate": 0.0004093599568267674, "loss": 3.4478, "step": 29550 }, { "epoch": 3.1913746630727764, "grad_norm": 0.6099492907524109, "learning_rate": 0.0004090361575822989, "loss": 3.4527, "step": 29600 }, { "epoch": 3.196765498652291, "grad_norm": 0.6475285291671753, "learning_rate": 0.00040871235833783053, "loss": 3.4711, "step": 29650 }, { "epoch": 3.202156334231806, "grad_norm": 0.6295750737190247, "learning_rate": 0.0004083885590933621, "loss": 3.4526, "step": 29700 }, { "epoch": 3.207547169811321, "grad_norm": 0.6257476806640625, "learning_rate": 0.00040806475984889363, "loss": 3.4639, "step": 29750 }, { "epoch": 3.2129380053908356, "grad_norm": 0.6265885829925537, "learning_rate": 0.00040774096060442524, "loss": 3.4713, "step": 29800 }, { "epoch": 3.2183288409703503, "grad_norm": 0.6368427872657776, "learning_rate": 0.0004074171613599568, "loss": 3.4778, "step": 29850 }, { "epoch": 3.223719676549865, "grad_norm": 0.6148289442062378, "learning_rate": 0.0004070933621154884, "loss": 3.4449, "step": 29900 }, { "epoch": 3.22911051212938, "grad_norm": 0.6030235290527344, "learning_rate": 0.00040676956287101994, "loss": 3.4455, "step": 29950 }, { "epoch": 3.234501347708895, "grad_norm": 0.6139891147613525, "learning_rate": 0.00040644576362655155, "loss": 3.47, "step": 30000 }, { "epoch": 3.234501347708895, "eval_accuracy": 0.37173064818727325, "eval_loss": 3.490469455718994, "eval_runtime": 186.1537, "eval_samples_per_second": 96.753, "eval_steps_per_second": 6.049, "step": 30000 }, { "epoch": 3.2398921832884096, "grad_norm": 0.6158934235572815, "learning_rate": 0.00040612196438208304, "loss": 3.4574, "step": 30050 }, { "epoch": 3.2452830188679247, "grad_norm": 0.6587799191474915, "learning_rate": 0.00040579816513761465, "loss": 3.4634, "step": 30100 }, { "epoch": 3.2506738544474394, "grad_norm": 0.5982083082199097, "learning_rate": 0.0004054743658931462, "loss": 3.4684, "step": 30150 }, { "epoch": 3.256064690026954, "grad_norm": 0.6240605115890503, "learning_rate": 0.00040515056664867775, "loss": 3.4522, "step": 30200 }, { "epoch": 3.2614555256064692, "grad_norm": 0.6786925792694092, "learning_rate": 0.00040482676740420935, "loss": 3.458, "step": 30250 }, { "epoch": 3.266846361185984, "grad_norm": 0.6130402088165283, "learning_rate": 0.0004045029681597409, "loss": 3.4428, "step": 30300 }, { "epoch": 3.2722371967654986, "grad_norm": 0.6382995843887329, "learning_rate": 0.0004041791689152725, "loss": 3.4597, "step": 30350 }, { "epoch": 3.2776280323450133, "grad_norm": 0.6383445262908936, "learning_rate": 0.00040385536967080406, "loss": 3.4696, "step": 30400 }, { "epoch": 3.2830188679245285, "grad_norm": 0.6179215908050537, "learning_rate": 0.00040353157042633567, "loss": 3.4591, "step": 30450 }, { "epoch": 3.288409703504043, "grad_norm": 0.6441600918769836, "learning_rate": 0.0004032077711818672, "loss": 3.4795, "step": 30500 }, { "epoch": 3.293800539083558, "grad_norm": 0.603977620601654, "learning_rate": 0.0004028839719373988, "loss": 3.47, "step": 30550 }, { "epoch": 3.2991913746630726, "grad_norm": 0.5777272582054138, "learning_rate": 0.00040256017269293037, "loss": 3.4623, "step": 30600 }, { "epoch": 3.3045822102425877, "grad_norm": 0.7024667859077454, "learning_rate": 0.00040223637344846187, "loss": 3.4629, "step": 30650 }, { "epoch": 3.3099730458221024, "grad_norm": 0.6607717871665955, "learning_rate": 0.00040191257420399347, "loss": 3.4535, "step": 30700 }, { "epoch": 3.315363881401617, "grad_norm": 0.6349992752075195, "learning_rate": 0.000401588774959525, "loss": 3.459, "step": 30750 }, { "epoch": 3.3207547169811322, "grad_norm": 0.6338915228843689, "learning_rate": 0.00040126497571505663, "loss": 3.4629, "step": 30800 }, { "epoch": 3.326145552560647, "grad_norm": 0.5931634902954102, "learning_rate": 0.0004009411764705882, "loss": 3.4538, "step": 30850 }, { "epoch": 3.3315363881401616, "grad_norm": 0.6514967083930969, "learning_rate": 0.0004006173772261198, "loss": 3.4761, "step": 30900 }, { "epoch": 3.3369272237196768, "grad_norm": 0.6070339679718018, "learning_rate": 0.00040029357798165133, "loss": 3.4592, "step": 30950 }, { "epoch": 3.3423180592991915, "grad_norm": 0.5832754969596863, "learning_rate": 0.00039996977873718294, "loss": 3.4761, "step": 31000 }, { "epoch": 3.3423180592991915, "eval_accuracy": 0.37260769429771173, "eval_loss": 3.483612298965454, "eval_runtime": 186.2865, "eval_samples_per_second": 96.684, "eval_steps_per_second": 6.044, "step": 31000 }, { "epoch": 3.347708894878706, "grad_norm": 0.6117115616798401, "learning_rate": 0.0003996459794927145, "loss": 3.4521, "step": 31050 }, { "epoch": 3.353099730458221, "grad_norm": 0.585542619228363, "learning_rate": 0.00039932218024824604, "loss": 3.4714, "step": 31100 }, { "epoch": 3.358490566037736, "grad_norm": 0.6312812566757202, "learning_rate": 0.00039899838100377764, "loss": 3.4496, "step": 31150 }, { "epoch": 3.3638814016172507, "grad_norm": 0.5648176670074463, "learning_rate": 0.0003986745817593092, "loss": 3.4531, "step": 31200 }, { "epoch": 3.3692722371967654, "grad_norm": 0.6473795771598816, "learning_rate": 0.0003983507825148408, "loss": 3.4693, "step": 31250 }, { "epoch": 3.37466307277628, "grad_norm": 0.606723964214325, "learning_rate": 0.00039802698327037235, "loss": 3.4553, "step": 31300 }, { "epoch": 3.3800539083557952, "grad_norm": 0.6226693391799927, "learning_rate": 0.00039770318402590396, "loss": 3.4419, "step": 31350 }, { "epoch": 3.38544474393531, "grad_norm": 0.6616231799125671, "learning_rate": 0.00039737938478143545, "loss": 3.4517, "step": 31400 }, { "epoch": 3.3908355795148246, "grad_norm": 0.5993637442588806, "learning_rate": 0.000397055585536967, "loss": 3.4709, "step": 31450 }, { "epoch": 3.3962264150943398, "grad_norm": 0.6602583527565002, "learning_rate": 0.0003967317862924986, "loss": 3.4721, "step": 31500 }, { "epoch": 3.4016172506738545, "grad_norm": 0.6435751914978027, "learning_rate": 0.00039640798704803016, "loss": 3.4573, "step": 31550 }, { "epoch": 3.407008086253369, "grad_norm": 0.5985782742500305, "learning_rate": 0.00039608418780356176, "loss": 3.4437, "step": 31600 }, { "epoch": 3.4123989218328843, "grad_norm": 0.6137441396713257, "learning_rate": 0.0003957603885590933, "loss": 3.4644, "step": 31650 }, { "epoch": 3.417789757412399, "grad_norm": 0.6449898481369019, "learning_rate": 0.0003954365893146249, "loss": 3.469, "step": 31700 }, { "epoch": 3.4231805929919137, "grad_norm": 0.6611258387565613, "learning_rate": 0.00039511279007015647, "loss": 3.4661, "step": 31750 }, { "epoch": 3.4285714285714284, "grad_norm": 0.726662278175354, "learning_rate": 0.0003947954668105774, "loss": 3.4528, "step": 31800 }, { "epoch": 3.4339622641509435, "grad_norm": 0.6143780946731567, "learning_rate": 0.00039447166756610897, "loss": 3.4565, "step": 31850 }, { "epoch": 3.439353099730458, "grad_norm": 0.622866153717041, "learning_rate": 0.0003941478683216406, "loss": 3.4671, "step": 31900 }, { "epoch": 3.444743935309973, "grad_norm": 0.6208969354629517, "learning_rate": 0.0003938240690771721, "loss": 3.4502, "step": 31950 }, { "epoch": 3.450134770889488, "grad_norm": 0.6072452664375305, "learning_rate": 0.00039350026983270373, "loss": 3.4649, "step": 32000 }, { "epoch": 3.450134770889488, "eval_accuracy": 0.3730710988642405, "eval_loss": 3.4763433933258057, "eval_runtime": 186.4885, "eval_samples_per_second": 96.58, "eval_steps_per_second": 6.038, "step": 32000 }, { "epoch": 3.4555256064690028, "grad_norm": 0.6111364960670471, "learning_rate": 0.00039317647058823523, "loss": 3.4865, "step": 32050 }, { "epoch": 3.4609164420485174, "grad_norm": 0.6374538540840149, "learning_rate": 0.00039285267134376683, "loss": 3.4763, "step": 32100 }, { "epoch": 3.466307277628032, "grad_norm": 0.661354660987854, "learning_rate": 0.0003925288720992984, "loss": 3.4483, "step": 32150 }, { "epoch": 3.4716981132075473, "grad_norm": 0.6084034442901611, "learning_rate": 0.00039220507285482993, "loss": 3.462, "step": 32200 }, { "epoch": 3.477088948787062, "grad_norm": 0.6169175505638123, "learning_rate": 0.00039188127361036154, "loss": 3.4514, "step": 32250 }, { "epoch": 3.4824797843665767, "grad_norm": 0.6797444224357605, "learning_rate": 0.0003915574743658931, "loss": 3.4557, "step": 32300 }, { "epoch": 3.487870619946092, "grad_norm": 0.6499859094619751, "learning_rate": 0.0003912336751214247, "loss": 3.4477, "step": 32350 }, { "epoch": 3.4932614555256065, "grad_norm": 0.6400001049041748, "learning_rate": 0.00039090987587695624, "loss": 3.453, "step": 32400 }, { "epoch": 3.498652291105121, "grad_norm": 0.5897339582443237, "learning_rate": 0.00039058607663248785, "loss": 3.4623, "step": 32450 }, { "epoch": 3.5040431266846364, "grad_norm": 0.6736600399017334, "learning_rate": 0.0003902622773880194, "loss": 3.4705, "step": 32500 }, { "epoch": 3.509433962264151, "grad_norm": 0.6231984496116638, "learning_rate": 0.000389938478143551, "loss": 3.4694, "step": 32550 }, { "epoch": 3.5148247978436657, "grad_norm": 0.630050539970398, "learning_rate": 0.00038961467889908255, "loss": 3.4581, "step": 32600 }, { "epoch": 3.5202156334231804, "grad_norm": 0.6342304348945618, "learning_rate": 0.00038929087965461405, "loss": 3.4617, "step": 32650 }, { "epoch": 3.525606469002695, "grad_norm": 0.6055838465690613, "learning_rate": 0.00038896708041014566, "loss": 3.4754, "step": 32700 }, { "epoch": 3.5309973045822103, "grad_norm": 0.6358813047409058, "learning_rate": 0.0003886432811656772, "loss": 3.4524, "step": 32750 }, { "epoch": 3.536388140161725, "grad_norm": 0.615064263343811, "learning_rate": 0.0003883194819212088, "loss": 3.4788, "step": 32800 }, { "epoch": 3.5417789757412397, "grad_norm": 0.6038545370101929, "learning_rate": 0.00038799568267674036, "loss": 3.4807, "step": 32850 }, { "epoch": 3.547169811320755, "grad_norm": 0.6157904267311096, "learning_rate": 0.00038767188343227197, "loss": 3.4717, "step": 32900 }, { "epoch": 3.5525606469002695, "grad_norm": 0.6286138296127319, "learning_rate": 0.0003873480841878035, "loss": 3.4596, "step": 32950 }, { "epoch": 3.557951482479784, "grad_norm": 0.621459424495697, "learning_rate": 0.0003870242849433351, "loss": 3.456, "step": 33000 }, { "epoch": 3.557951482479784, "eval_accuracy": 0.37320006984207627, "eval_loss": 3.4715840816497803, "eval_runtime": 186.603, "eval_samples_per_second": 96.52, "eval_steps_per_second": 6.034, "step": 33000 }, { "epoch": 3.5633423180592994, "grad_norm": 0.619020402431488, "learning_rate": 0.00038670048569886667, "loss": 3.4662, "step": 33050 }, { "epoch": 3.568733153638814, "grad_norm": 0.6311852335929871, "learning_rate": 0.0003863766864543982, "loss": 3.4676, "step": 33100 }, { "epoch": 3.5741239892183287, "grad_norm": 0.6569680571556091, "learning_rate": 0.00038605288720992983, "loss": 3.4707, "step": 33150 }, { "epoch": 3.579514824797844, "grad_norm": 0.652968168258667, "learning_rate": 0.0003857290879654614, "loss": 3.4672, "step": 33200 }, { "epoch": 3.5849056603773586, "grad_norm": 0.5941240191459656, "learning_rate": 0.000385405288720993, "loss": 3.4523, "step": 33250 }, { "epoch": 3.5902964959568733, "grad_norm": 0.6448426246643066, "learning_rate": 0.00038508148947652453, "loss": 3.4765, "step": 33300 }, { "epoch": 3.595687331536388, "grad_norm": 0.623894453048706, "learning_rate": 0.00038475769023205614, "loss": 3.4635, "step": 33350 }, { "epoch": 3.601078167115903, "grad_norm": 0.6404545307159424, "learning_rate": 0.00038443389098758763, "loss": 3.4621, "step": 33400 }, { "epoch": 3.606469002695418, "grad_norm": 0.6643368005752563, "learning_rate": 0.00038411009174311924, "loss": 3.4779, "step": 33450 }, { "epoch": 3.6118598382749325, "grad_norm": 0.5894840955734253, "learning_rate": 0.0003837862924986508, "loss": 3.4547, "step": 33500 }, { "epoch": 3.617250673854447, "grad_norm": 0.6586086750030518, "learning_rate": 0.00038346249325418234, "loss": 3.4542, "step": 33550 }, { "epoch": 3.6226415094339623, "grad_norm": 0.667512059211731, "learning_rate": 0.00038313869400971395, "loss": 3.4488, "step": 33600 }, { "epoch": 3.628032345013477, "grad_norm": 0.6525899171829224, "learning_rate": 0.0003828148947652455, "loss": 3.4643, "step": 33650 }, { "epoch": 3.6334231805929917, "grad_norm": 0.6395457983016968, "learning_rate": 0.0003824910955207771, "loss": 3.4696, "step": 33700 }, { "epoch": 3.638814016172507, "grad_norm": 0.6152315735816956, "learning_rate": 0.00038216729627630865, "loss": 3.4498, "step": 33750 }, { "epoch": 3.6442048517520216, "grad_norm": 0.6241964101791382, "learning_rate": 0.00038184349703184026, "loss": 3.4541, "step": 33800 }, { "epoch": 3.6495956873315363, "grad_norm": 0.6240250468254089, "learning_rate": 0.0003815196977873718, "loss": 3.4388, "step": 33850 }, { "epoch": 3.6549865229110514, "grad_norm": 0.6336662173271179, "learning_rate": 0.0003811958985429034, "loss": 3.4326, "step": 33900 }, { "epoch": 3.660377358490566, "grad_norm": 0.6259089112281799, "learning_rate": 0.00038087209929843496, "loss": 3.458, "step": 33950 }, { "epoch": 3.665768194070081, "grad_norm": 0.6685935854911804, "learning_rate": 0.00038054830005396646, "loss": 3.4552, "step": 34000 }, { "epoch": 3.665768194070081, "eval_accuracy": 0.3743405992054649, "eval_loss": 3.4655990600585938, "eval_runtime": 185.5692, "eval_samples_per_second": 97.058, "eval_steps_per_second": 6.068, "step": 34000 }, { "epoch": 3.671159029649596, "grad_norm": 0.7009271383285522, "learning_rate": 0.00038022450080949806, "loss": 3.456, "step": 34050 }, { "epoch": 3.6765498652291106, "grad_norm": 0.6516711711883545, "learning_rate": 0.0003799007015650296, "loss": 3.4562, "step": 34100 }, { "epoch": 3.6819407008086253, "grad_norm": 0.6520816087722778, "learning_rate": 0.0003795769023205612, "loss": 3.4495, "step": 34150 }, { "epoch": 3.68733153638814, "grad_norm": 0.6681199669837952, "learning_rate": 0.00037925310307609277, "loss": 3.4625, "step": 34200 }, { "epoch": 3.6927223719676547, "grad_norm": 0.6544855237007141, "learning_rate": 0.0003789293038316244, "loss": 3.4528, "step": 34250 }, { "epoch": 3.69811320754717, "grad_norm": 0.6212813258171082, "learning_rate": 0.0003786055045871559, "loss": 3.4579, "step": 34300 }, { "epoch": 3.7035040431266846, "grad_norm": 0.673931896686554, "learning_rate": 0.0003782817053426875, "loss": 3.4549, "step": 34350 }, { "epoch": 3.7088948787061993, "grad_norm": 0.6321856379508972, "learning_rate": 0.0003779579060982191, "loss": 3.4634, "step": 34400 }, { "epoch": 3.7142857142857144, "grad_norm": 0.635897696018219, "learning_rate": 0.00037764058283864003, "loss": 3.4341, "step": 34450 }, { "epoch": 3.719676549865229, "grad_norm": 0.6528010964393616, "learning_rate": 0.0003773167835941716, "loss": 3.4754, "step": 34500 }, { "epoch": 3.725067385444744, "grad_norm": 0.6384183168411255, "learning_rate": 0.0003769929843497032, "loss": 3.4525, "step": 34550 }, { "epoch": 3.730458221024259, "grad_norm": 0.6027995347976685, "learning_rate": 0.00037666918510523474, "loss": 3.4561, "step": 34600 }, { "epoch": 3.7358490566037736, "grad_norm": 0.6157944798469543, "learning_rate": 0.00037634538586076634, "loss": 3.4602, "step": 34650 }, { "epoch": 3.7412398921832883, "grad_norm": 0.6281530857086182, "learning_rate": 0.00037602158661629784, "loss": 3.4652, "step": 34700 }, { "epoch": 3.7466307277628035, "grad_norm": 0.6518787145614624, "learning_rate": 0.0003756977873718294, "loss": 3.4708, "step": 34750 }, { "epoch": 3.752021563342318, "grad_norm": 0.602342426776886, "learning_rate": 0.000375373988127361, "loss": 3.4545, "step": 34800 }, { "epoch": 3.757412398921833, "grad_norm": 0.6385865211486816, "learning_rate": 0.00037505018888289254, "loss": 3.4642, "step": 34850 }, { "epoch": 3.7628032345013476, "grad_norm": 0.6197490692138672, "learning_rate": 0.00037472638963842415, "loss": 3.4549, "step": 34900 }, { "epoch": 3.7681940700808623, "grad_norm": 0.6509697437286377, "learning_rate": 0.0003744025903939557, "loss": 3.4502, "step": 34950 }, { "epoch": 3.7735849056603774, "grad_norm": 0.6715763807296753, "learning_rate": 0.0003740787911494873, "loss": 3.4719, "step": 35000 }, { "epoch": 3.7735849056603774, "eval_accuracy": 0.3748824511569957, "eval_loss": 3.459099292755127, "eval_runtime": 186.0396, "eval_samples_per_second": 96.813, "eval_steps_per_second": 6.052, "step": 35000 }, { "epoch": 3.778975741239892, "grad_norm": 0.6326753497123718, "learning_rate": 0.00037375499190501885, "loss": 3.4577, "step": 35050 }, { "epoch": 3.784366576819407, "grad_norm": 0.6375369429588318, "learning_rate": 0.0003734311926605504, "loss": 3.4588, "step": 35100 }, { "epoch": 3.789757412398922, "grad_norm": 0.6651833653450012, "learning_rate": 0.000373107393416082, "loss": 3.4441, "step": 35150 }, { "epoch": 3.7951482479784366, "grad_norm": 0.6140313744544983, "learning_rate": 0.00037278359417161356, "loss": 3.4485, "step": 35200 }, { "epoch": 3.8005390835579513, "grad_norm": 0.6524780988693237, "learning_rate": 0.00037245979492714517, "loss": 3.4576, "step": 35250 }, { "epoch": 3.8059299191374665, "grad_norm": 0.642940104007721, "learning_rate": 0.0003721359956826767, "loss": 3.4505, "step": 35300 }, { "epoch": 3.811320754716981, "grad_norm": 0.6456888914108276, "learning_rate": 0.0003718121964382083, "loss": 3.4707, "step": 35350 }, { "epoch": 3.816711590296496, "grad_norm": 0.5969304442405701, "learning_rate": 0.0003714883971937398, "loss": 3.4509, "step": 35400 }, { "epoch": 3.822102425876011, "grad_norm": 0.6570595502853394, "learning_rate": 0.0003711645979492714, "loss": 3.4573, "step": 35450 }, { "epoch": 3.8274932614555257, "grad_norm": 0.6479651927947998, "learning_rate": 0.00037084079870480297, "loss": 3.4496, "step": 35500 }, { "epoch": 3.8328840970350404, "grad_norm": 0.6049849987030029, "learning_rate": 0.0003705169994603345, "loss": 3.4529, "step": 35550 }, { "epoch": 3.838274932614555, "grad_norm": 0.6642239093780518, "learning_rate": 0.00037019320021586613, "loss": 3.4626, "step": 35600 }, { "epoch": 3.8436657681940702, "grad_norm": 0.6449977159500122, "learning_rate": 0.0003698694009713977, "loss": 3.4487, "step": 35650 }, { "epoch": 3.849056603773585, "grad_norm": 0.6435646414756775, "learning_rate": 0.0003695456017269293, "loss": 3.4493, "step": 35700 }, { "epoch": 3.8544474393530996, "grad_norm": 0.5950155258178711, "learning_rate": 0.00036922180248246083, "loss": 3.4587, "step": 35750 }, { "epoch": 3.8598382749326143, "grad_norm": 0.6295285224914551, "learning_rate": 0.00036889800323799244, "loss": 3.4448, "step": 35800 }, { "epoch": 3.8652291105121295, "grad_norm": 0.6502915620803833, "learning_rate": 0.000368574203993524, "loss": 3.4552, "step": 35850 }, { "epoch": 3.870619946091644, "grad_norm": 0.6561721563339233, "learning_rate": 0.0003682504047490556, "loss": 3.4666, "step": 35900 }, { "epoch": 3.876010781671159, "grad_norm": 0.6062862277030945, "learning_rate": 0.00036792660550458714, "loss": 3.4686, "step": 35950 }, { "epoch": 3.881401617250674, "grad_norm": 0.6284040212631226, "learning_rate": 0.00036760280626011864, "loss": 3.4387, "step": 36000 }, { "epoch": 3.881401617250674, "eval_accuracy": 0.3754272367364975, "eval_loss": 3.4520866870880127, "eval_runtime": 185.7016, "eval_samples_per_second": 96.989, "eval_steps_per_second": 6.063, "step": 36000 }, { "epoch": 3.8867924528301887, "grad_norm": 0.6462699770927429, "learning_rate": 0.0003672790070156503, "loss": 3.4757, "step": 36050 }, { "epoch": 3.8921832884097034, "grad_norm": 0.6437435746192932, "learning_rate": 0.0003669552077711818, "loss": 3.4396, "step": 36100 }, { "epoch": 3.8975741239892185, "grad_norm": 0.6968255043029785, "learning_rate": 0.0003666314085267134, "loss": 3.4475, "step": 36150 }, { "epoch": 3.9029649595687332, "grad_norm": 0.6313275694847107, "learning_rate": 0.00036630760928224495, "loss": 3.4507, "step": 36200 }, { "epoch": 3.908355795148248, "grad_norm": 0.6161664724349976, "learning_rate": 0.00036598381003777656, "loss": 3.4589, "step": 36250 }, { "epoch": 3.913746630727763, "grad_norm": 0.6281296610832214, "learning_rate": 0.0003656600107933081, "loss": 3.4604, "step": 36300 }, { "epoch": 3.9191374663072778, "grad_norm": 0.6347154974937439, "learning_rate": 0.0003653362115488397, "loss": 3.4742, "step": 36350 }, { "epoch": 3.9245283018867925, "grad_norm": 0.6264120936393738, "learning_rate": 0.00036501241230437126, "loss": 3.4417, "step": 36400 }, { "epoch": 3.929919137466307, "grad_norm": 0.6858906745910645, "learning_rate": 0.0003646886130599028, "loss": 3.4477, "step": 36450 }, { "epoch": 3.935309973045822, "grad_norm": 0.6262073516845703, "learning_rate": 0.0003643648138154344, "loss": 3.4607, "step": 36500 }, { "epoch": 3.940700808625337, "grad_norm": 0.6087321043014526, "learning_rate": 0.00036404101457096597, "loss": 3.4752, "step": 36550 }, { "epoch": 3.9460916442048517, "grad_norm": 0.6700966954231262, "learning_rate": 0.00036371721532649757, "loss": 3.4274, "step": 36600 }, { "epoch": 3.9514824797843664, "grad_norm": 0.6734328866004944, "learning_rate": 0.0003633934160820291, "loss": 3.4459, "step": 36650 }, { "epoch": 3.9568733153638815, "grad_norm": 0.7123139500617981, "learning_rate": 0.00036306961683756073, "loss": 3.4517, "step": 36700 }, { "epoch": 3.9622641509433962, "grad_norm": 0.6552482843399048, "learning_rate": 0.0003627458175930922, "loss": 3.4328, "step": 36750 }, { "epoch": 3.967654986522911, "grad_norm": 0.5720398426055908, "learning_rate": 0.0003624220183486238, "loss": 3.4444, "step": 36800 }, { "epoch": 3.973045822102426, "grad_norm": 0.621894359588623, "learning_rate": 0.0003620982191041554, "loss": 3.4538, "step": 36850 }, { "epoch": 3.9784366576819408, "grad_norm": 0.6294187307357788, "learning_rate": 0.00036177441985968693, "loss": 3.4514, "step": 36900 }, { "epoch": 3.9838274932614555, "grad_norm": 0.598534882068634, "learning_rate": 0.00036145062061521854, "loss": 3.432, "step": 36950 }, { "epoch": 3.9892183288409706, "grad_norm": 0.6319286227226257, "learning_rate": 0.0003611268213707501, "loss": 3.4191, "step": 37000 }, { "epoch": 3.9892183288409706, "eval_accuracy": 0.3759199775827362, "eval_loss": 3.4474434852600098, "eval_runtime": 185.7735, "eval_samples_per_second": 96.951, "eval_steps_per_second": 6.061, "step": 37000 }, { "epoch": 3.9946091644204853, "grad_norm": 0.6325300335884094, "learning_rate": 0.0003608030221262817, "loss": 3.4729, "step": 37050 }, { "epoch": 4.0, "grad_norm": 1.3337475061416626, "learning_rate": 0.00036047922288181324, "loss": 3.4358, "step": 37100 }, { "epoch": 4.005390835579515, "grad_norm": 0.6611919403076172, "learning_rate": 0.00036015542363734485, "loss": 3.3648, "step": 37150 }, { "epoch": 4.010781671159029, "grad_norm": 0.6550231575965881, "learning_rate": 0.0003598316243928764, "loss": 3.3604, "step": 37200 }, { "epoch": 4.0161725067385445, "grad_norm": 0.6367225646972656, "learning_rate": 0.00035950782514840795, "loss": 3.3585, "step": 37250 }, { "epoch": 4.02156334231806, "grad_norm": 0.6150023341178894, "learning_rate": 0.00035918402590393955, "loss": 3.3617, "step": 37300 }, { "epoch": 4.026954177897574, "grad_norm": 0.6218328475952148, "learning_rate": 0.00035886022665947105, "loss": 3.3433, "step": 37350 }, { "epoch": 4.032345013477089, "grad_norm": 0.5891315937042236, "learning_rate": 0.0003585364274150027, "loss": 3.3488, "step": 37400 }, { "epoch": 4.037735849056604, "grad_norm": 0.6458793878555298, "learning_rate": 0.0003582126281705342, "loss": 3.3586, "step": 37450 }, { "epoch": 4.0431266846361185, "grad_norm": 0.6779893040657043, "learning_rate": 0.0003578888289260658, "loss": 3.3562, "step": 37500 }, { "epoch": 4.048517520215634, "grad_norm": 1.0542553663253784, "learning_rate": 0.00035756502968159736, "loss": 3.3662, "step": 37550 }, { "epoch": 4.053908355795148, "grad_norm": 0.7193336486816406, "learning_rate": 0.00035724123043712896, "loss": 3.3626, "step": 37600 }, { "epoch": 4.059299191374663, "grad_norm": 0.6875600218772888, "learning_rate": 0.0003569174311926605, "loss": 3.3683, "step": 37650 }, { "epoch": 4.064690026954178, "grad_norm": 0.6467178463935852, "learning_rate": 0.00035659363194819206, "loss": 3.3686, "step": 37700 }, { "epoch": 4.070080862533692, "grad_norm": 0.5828800797462463, "learning_rate": 0.00035626983270372367, "loss": 3.3742, "step": 37750 }, { "epoch": 4.0754716981132075, "grad_norm": 0.6709010601043701, "learning_rate": 0.0003559460334592552, "loss": 3.3674, "step": 37800 }, { "epoch": 4.080862533692723, "grad_norm": 0.6646392941474915, "learning_rate": 0.0003556222342147868, "loss": 3.3727, "step": 37850 }, { "epoch": 4.086253369272237, "grad_norm": 0.6608548760414124, "learning_rate": 0.0003552984349703184, "loss": 3.3827, "step": 37900 }, { "epoch": 4.091644204851752, "grad_norm": 0.6172977089881897, "learning_rate": 0.00035497463572585, "loss": 3.3811, "step": 37950 }, { "epoch": 4.097035040431267, "grad_norm": 0.6528482437133789, "learning_rate": 0.00035465083648138153, "loss": 3.3624, "step": 38000 }, { "epoch": 4.097035040431267, "eval_accuracy": 0.3762181211068991, "eval_loss": 3.4528567790985107, "eval_runtime": 185.7274, "eval_samples_per_second": 96.975, "eval_steps_per_second": 6.063, "step": 38000 }, { "epoch": 4.1024258760107815, "grad_norm": 0.6787949204444885, "learning_rate": 0.00035432703723691314, "loss": 3.3806, "step": 38050 }, { "epoch": 4.107816711590297, "grad_norm": 0.6272634863853455, "learning_rate": 0.00035400323799244463, "loss": 3.3655, "step": 38100 }, { "epoch": 4.113207547169812, "grad_norm": 0.6547327637672424, "learning_rate": 0.0003536794387479762, "loss": 3.3788, "step": 38150 }, { "epoch": 4.118598382749326, "grad_norm": 0.6879836320877075, "learning_rate": 0.0003533556395035078, "loss": 3.3821, "step": 38200 }, { "epoch": 4.123989218328841, "grad_norm": 0.6509316563606262, "learning_rate": 0.00035303184025903934, "loss": 3.3707, "step": 38250 }, { "epoch": 4.129380053908355, "grad_norm": 0.6268203258514404, "learning_rate": 0.00035270804101457094, "loss": 3.3752, "step": 38300 }, { "epoch": 4.1347708894878705, "grad_norm": 0.6729905605316162, "learning_rate": 0.0003523842417701025, "loss": 3.3579, "step": 38350 }, { "epoch": 4.140161725067386, "grad_norm": 0.6678585410118103, "learning_rate": 0.0003520604425256341, "loss": 3.3793, "step": 38400 }, { "epoch": 4.1455525606469, "grad_norm": 0.630298912525177, "learning_rate": 0.00035173664328116565, "loss": 3.378, "step": 38450 }, { "epoch": 4.150943396226415, "grad_norm": 0.6240480542182922, "learning_rate": 0.00035141284403669725, "loss": 3.3717, "step": 38500 }, { "epoch": 4.15633423180593, "grad_norm": 0.6326809525489807, "learning_rate": 0.00035109552077711815, "loss": 3.3701, "step": 38550 }, { "epoch": 4.1617250673854445, "grad_norm": 0.6675199866294861, "learning_rate": 0.00035077172153264976, "loss": 3.3688, "step": 38600 }, { "epoch": 4.16711590296496, "grad_norm": 0.6258735656738281, "learning_rate": 0.0003504479222881813, "loss": 3.3733, "step": 38650 }, { "epoch": 4.172506738544475, "grad_norm": 0.6700466871261597, "learning_rate": 0.0003501241230437129, "loss": 3.3901, "step": 38700 }, { "epoch": 4.177897574123989, "grad_norm": 0.6353086829185486, "learning_rate": 0.0003498003237992444, "loss": 3.3659, "step": 38750 }, { "epoch": 4.183288409703504, "grad_norm": 0.6454593539237976, "learning_rate": 0.000349476524554776, "loss": 3.3805, "step": 38800 }, { "epoch": 4.188679245283019, "grad_norm": 0.6273381114006042, "learning_rate": 0.00034915272531030756, "loss": 3.3904, "step": 38850 }, { "epoch": 4.1940700808625335, "grad_norm": 0.628691554069519, "learning_rate": 0.0003488289260658391, "loss": 3.4075, "step": 38900 }, { "epoch": 4.199460916442049, "grad_norm": 0.689763069152832, "learning_rate": 0.0003485051268213707, "loss": 3.3711, "step": 38950 }, { "epoch": 4.204851752021563, "grad_norm": 1.091294527053833, "learning_rate": 0.00034818132757690227, "loss": 3.3861, "step": 39000 }, { "epoch": 4.204851752021563, "eval_accuracy": 0.3769242562248054, "eval_loss": 3.447742462158203, "eval_runtime": 186.0302, "eval_samples_per_second": 96.818, "eval_steps_per_second": 6.053, "step": 39000 }, { "epoch": 4.210242587601078, "grad_norm": 0.6612212657928467, "learning_rate": 0.0003478575283324339, "loss": 3.3949, "step": 39050 }, { "epoch": 4.215633423180593, "grad_norm": 0.7378313541412354, "learning_rate": 0.0003475337290879654, "loss": 3.3936, "step": 39100 }, { "epoch": 4.2210242587601075, "grad_norm": 0.6191502809524536, "learning_rate": 0.00034720992984349703, "loss": 3.3829, "step": 39150 }, { "epoch": 4.226415094339623, "grad_norm": 0.7121553421020508, "learning_rate": 0.0003468861305990286, "loss": 3.3724, "step": 39200 }, { "epoch": 4.231805929919138, "grad_norm": 0.6000710129737854, "learning_rate": 0.0003465623313545602, "loss": 3.3759, "step": 39250 }, { "epoch": 4.237196765498652, "grad_norm": 0.6634258031845093, "learning_rate": 0.00034623853211009173, "loss": 3.3785, "step": 39300 }, { "epoch": 4.242587601078167, "grad_norm": 0.6099295020103455, "learning_rate": 0.0003459212088505127, "loss": 3.3904, "step": 39350 }, { "epoch": 4.247978436657682, "grad_norm": 0.7189794182777405, "learning_rate": 0.0003455974096060442, "loss": 3.3855, "step": 39400 }, { "epoch": 4.2533692722371965, "grad_norm": 0.6642246842384338, "learning_rate": 0.0003452736103615758, "loss": 3.3947, "step": 39450 }, { "epoch": 4.258760107816712, "grad_norm": 0.6335538625717163, "learning_rate": 0.00034494981111710734, "loss": 3.382, "step": 39500 }, { "epoch": 4.264150943396227, "grad_norm": 0.6120173335075378, "learning_rate": 0.00034462601187263894, "loss": 3.3705, "step": 39550 }, { "epoch": 4.269541778975741, "grad_norm": 0.6543063521385193, "learning_rate": 0.0003443022126281705, "loss": 3.3853, "step": 39600 }, { "epoch": 4.274932614555256, "grad_norm": 0.6222617030143738, "learning_rate": 0.00034397841338370204, "loss": 3.3943, "step": 39650 }, { "epoch": 4.280323450134771, "grad_norm": 0.6919296979904175, "learning_rate": 0.00034365461413923365, "loss": 3.3755, "step": 39700 }, { "epoch": 4.285714285714286, "grad_norm": 0.6370746493339539, "learning_rate": 0.0003433308148947652, "loss": 3.3996, "step": 39750 }, { "epoch": 4.291105121293801, "grad_norm": 0.6165392398834229, "learning_rate": 0.0003430070156502968, "loss": 3.3853, "step": 39800 }, { "epoch": 4.296495956873315, "grad_norm": 0.6337375044822693, "learning_rate": 0.00034268321640582835, "loss": 3.3893, "step": 39850 }, { "epoch": 4.30188679245283, "grad_norm": 0.6721922159194946, "learning_rate": 0.00034235941716135996, "loss": 3.3897, "step": 39900 }, { "epoch": 4.307277628032345, "grad_norm": 0.7578305006027222, "learning_rate": 0.0003420356179168915, "loss": 3.3968, "step": 39950 }, { "epoch": 4.3126684636118595, "grad_norm": 0.6459212899208069, "learning_rate": 0.0003417118186724231, "loss": 3.4024, "step": 40000 }, { "epoch": 4.3126684636118595, "eval_accuracy": 0.37721848824500703, "eval_loss": 3.4408767223358154, "eval_runtime": 185.5969, "eval_samples_per_second": 97.044, "eval_steps_per_second": 6.067, "step": 40000 } ], "logging_steps": 50, "max_steps": 92750, "num_input_tokens_seen": 0, "num_train_epochs": 10, "save_steps": 10000, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 3.344276717568e+17, "train_batch_size": 32, "trial_name": null, "trial_params": null }