{ "best_metric": 0.20436730980873108, "best_model_checkpoint": "./ryan03302024/checkpoint-2700", "epoch": 3.0, "eval_steps": 100, "global_step": 8319, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.01, "grad_norm": 0.9509561657905579, "learning_rate": 9.969948311095084e-05, "loss": 0.5096, "step": 25 }, { "epoch": 0.02, "grad_norm": 0.5529997944831848, "learning_rate": 9.939896622190168e-05, "loss": 0.3519, "step": 50 }, { "epoch": 0.03, "grad_norm": 1.6374471187591553, "learning_rate": 9.909844933285252e-05, "loss": 0.3431, "step": 75 }, { "epoch": 0.04, "grad_norm": 1.235526204109192, "learning_rate": 9.879793244380335e-05, "loss": 0.3617, "step": 100 }, { "epoch": 0.04, "eval_loss": 0.3133379817008972, "eval_na_accuracy": 0.876288652420044, "eval_ordinal_accuracy": 0.41741588711738586, "eval_ordinal_mae": 0.8465587496757507, "eval_runtime": 338.0185, "eval_samples_per_second": 13.239, "eval_steps_per_second": 1.657, "step": 100 }, { "epoch": 0.05, "grad_norm": 1.0370614528656006, "learning_rate": 9.849741555475418e-05, "loss": 0.3721, "step": 125 }, { "epoch": 0.05, "grad_norm": 1.619168996810913, "learning_rate": 9.819689866570502e-05, "loss": 0.3498, "step": 150 }, { "epoch": 0.06, "grad_norm": 0.6790041923522949, "learning_rate": 9.789638177665586e-05, "loss": 0.3633, "step": 175 }, { "epoch": 0.07, "grad_norm": 0.47009700536727905, "learning_rate": 9.759586488760669e-05, "loss": 0.2891, "step": 200 }, { "epoch": 0.07, "eval_loss": 0.3022407293319702, "eval_na_accuracy": 0.699312686920166, "eval_ordinal_accuracy": 0.5044952630996704, "eval_ordinal_mae": 0.7738743424415588, "eval_runtime": 195.8973, "eval_samples_per_second": 22.844, "eval_steps_per_second": 2.859, "step": 200 }, { "epoch": 0.08, "grad_norm": 1.6545381546020508, "learning_rate": 9.73073686741195e-05, "loss": 0.3277, "step": 225 }, { "epoch": 0.09, "grad_norm": 0.2690508961677551, "learning_rate": 9.700685178507033e-05, "loss": 0.3505, "step": 250 }, { "epoch": 0.1, "grad_norm": 2.571977138519287, "learning_rate": 9.670633489602116e-05, "loss": 0.2819, "step": 275 }, { "epoch": 0.11, "grad_norm": 1.7339119911193848, "learning_rate": 9.6405818006972e-05, "loss": 0.3163, "step": 300 }, { "epoch": 0.11, "eval_loss": 0.26153865456581116, "eval_na_accuracy": 0.7903780341148376, "eval_ordinal_accuracy": 0.5597226023674011, "eval_ordinal_mae": 0.6166509985923767, "eval_runtime": 200.5643, "eval_samples_per_second": 22.312, "eval_steps_per_second": 2.792, "step": 300 }, { "epoch": 0.12, "grad_norm": 0.86951744556427, "learning_rate": 9.610530111792283e-05, "loss": 0.2707, "step": 325 }, { "epoch": 0.13, "grad_norm": 0.3769865036010742, "learning_rate": 9.580478422887367e-05, "loss": 0.2917, "step": 350 }, { "epoch": 0.14, "grad_norm": 0.39000704884529114, "learning_rate": 9.55042673398245e-05, "loss": 0.2765, "step": 375 }, { "epoch": 0.14, "grad_norm": 0.7430490255355835, "learning_rate": 9.520375045077534e-05, "loss": 0.2781, "step": 400 }, { "epoch": 0.14, "eval_loss": 0.2597866952419281, "eval_na_accuracy": 0.8298969268798828, "eval_ordinal_accuracy": 0.5936295986175537, "eval_ordinal_mae": 0.5432500839233398, "eval_runtime": 199.7937, "eval_samples_per_second": 22.398, "eval_steps_per_second": 2.803, "step": 400 }, { "epoch": 0.15, "grad_norm": 1.8847980499267578, "learning_rate": 9.490323356172616e-05, "loss": 0.2643, "step": 425 }, { "epoch": 0.16, "grad_norm": 1.0712331533432007, "learning_rate": 9.461473734823898e-05, "loss": 0.2747, "step": 450 }, { "epoch": 0.17, "grad_norm": 0.9433643221855164, "learning_rate": 9.431422045918981e-05, "loss": 0.295, "step": 475 }, { "epoch": 0.18, "grad_norm": 1.2171131372451782, "learning_rate": 9.401370357014065e-05, "loss": 0.2731, "step": 500 }, { "epoch": 0.18, "eval_loss": 0.26127612590789795, "eval_na_accuracy": 0.8453608155250549, "eval_ordinal_accuracy": 0.5566401481628418, "eval_ordinal_mae": 0.5651282668113708, "eval_runtime": 199.6257, "eval_samples_per_second": 22.417, "eval_steps_per_second": 2.805, "step": 500 }, { "epoch": 0.19, "grad_norm": 1.1272056102752686, "learning_rate": 9.371318668109149e-05, "loss": 0.2878, "step": 525 }, { "epoch": 0.2, "grad_norm": 0.4902811348438263, "learning_rate": 9.341266979204232e-05, "loss": 0.2426, "step": 550 }, { "epoch": 0.21, "grad_norm": 0.5631658434867859, "learning_rate": 9.311215290299315e-05, "loss": 0.2487, "step": 575 }, { "epoch": 0.22, "grad_norm": 0.6327888369560242, "learning_rate": 9.281163601394399e-05, "loss": 0.2926, "step": 600 }, { "epoch": 0.22, "eval_loss": 0.2734401226043701, "eval_na_accuracy": 0.9089347124099731, "eval_ordinal_accuracy": 0.5494477152824402, "eval_ordinal_mae": 0.5305272340774536, "eval_runtime": 196.452, "eval_samples_per_second": 22.779, "eval_steps_per_second": 2.851, "step": 600 }, { "epoch": 0.23, "grad_norm": 0.6612924337387085, "learning_rate": 9.251111912489481e-05, "loss": 0.2871, "step": 625 }, { "epoch": 0.23, "grad_norm": 1.513719081878662, "learning_rate": 9.221060223584565e-05, "loss": 0.2538, "step": 650 }, { "epoch": 0.24, "grad_norm": 1.1069471836090088, "learning_rate": 9.191008534679649e-05, "loss": 0.21, "step": 675 }, { "epoch": 0.25, "grad_norm": 2.458164691925049, "learning_rate": 9.160956845774733e-05, "loss": 0.2686, "step": 700 }, { "epoch": 0.25, "eval_loss": 0.23620270192623138, "eval_na_accuracy": 0.7886598110198975, "eval_ordinal_accuracy": 0.6249678730964661, "eval_ordinal_mae": 0.485275000333786, "eval_runtime": 190.0791, "eval_samples_per_second": 23.543, "eval_steps_per_second": 2.946, "step": 700 }, { "epoch": 0.26, "grad_norm": 0.5598509907722473, "learning_rate": 9.130905156869817e-05, "loss": 0.2525, "step": 725 }, { "epoch": 0.27, "grad_norm": 1.2617449760437012, "learning_rate": 9.1008534679649e-05, "loss": 0.2453, "step": 750 }, { "epoch": 0.28, "grad_norm": 1.5153591632843018, "learning_rate": 9.070801779059983e-05, "loss": 0.225, "step": 775 }, { "epoch": 0.29, "grad_norm": 1.562745451927185, "learning_rate": 9.040750090155067e-05, "loss": 0.2715, "step": 800 }, { "epoch": 0.29, "eval_loss": 0.24541285634040833, "eval_na_accuracy": 0.7714776396751404, "eval_ordinal_accuracy": 0.6254816055297852, "eval_ordinal_mae": 0.49135151505470276, "eval_runtime": 193.3675, "eval_samples_per_second": 23.142, "eval_steps_per_second": 2.896, "step": 800 }, { "epoch": 0.3, "grad_norm": 1.5192123651504517, "learning_rate": 9.010698401250151e-05, "loss": 0.2424, "step": 825 }, { "epoch": 0.31, "grad_norm": 0.8706183433532715, "learning_rate": 8.980646712345235e-05, "loss": 0.2341, "step": 850 }, { "epoch": 0.32, "grad_norm": 1.0854986906051636, "learning_rate": 8.950595023440318e-05, "loss": 0.2694, "step": 875 }, { "epoch": 0.32, "grad_norm": 2.208933115005493, "learning_rate": 8.920543334535402e-05, "loss": 0.2459, "step": 900 }, { "epoch": 0.32, "eval_loss": 0.2451752871274948, "eval_na_accuracy": 0.7800687551498413, "eval_ordinal_accuracy": 0.6072437763214111, "eval_ordinal_mae": 0.47625866532325745, "eval_runtime": 192.5483, "eval_samples_per_second": 23.241, "eval_steps_per_second": 2.908, "step": 900 }, { "epoch": 0.33, "grad_norm": 0.8433920741081238, "learning_rate": 8.890491645630485e-05, "loss": 0.2375, "step": 925 }, { "epoch": 0.34, "grad_norm": 2.9415366649627686, "learning_rate": 8.860439956725569e-05, "loss": 0.2918, "step": 950 }, { "epoch": 0.35, "grad_norm": 1.6653732061386108, "learning_rate": 8.830388267820651e-05, "loss": 0.2615, "step": 975 }, { "epoch": 0.36, "grad_norm": 0.47592782974243164, "learning_rate": 8.800336578915735e-05, "loss": 0.2033, "step": 1000 }, { "epoch": 0.36, "eval_loss": 0.23654678463935852, "eval_na_accuracy": 0.7663230299949646, "eval_ordinal_accuracy": 0.6105831265449524, "eval_ordinal_mae": 0.4967080354690552, "eval_runtime": 192.911, "eval_samples_per_second": 23.197, "eval_steps_per_second": 2.903, "step": 1000 }, { "epoch": 0.37, "grad_norm": 0.8534409403800964, "learning_rate": 8.770284890010819e-05, "loss": 0.2082, "step": 1025 }, { "epoch": 0.38, "grad_norm": 0.6388253569602966, "learning_rate": 8.740233201105903e-05, "loss": 0.2238, "step": 1050 }, { "epoch": 0.39, "grad_norm": 1.5685051679611206, "learning_rate": 8.710181512200987e-05, "loss": 0.2775, "step": 1075 }, { "epoch": 0.4, "grad_norm": 0.9940025806427002, "learning_rate": 8.680129823296069e-05, "loss": 0.2234, "step": 1100 }, { "epoch": 0.4, "eval_loss": 0.22986453771591187, "eval_na_accuracy": 0.8676975965499878, "eval_ordinal_accuracy": 0.6180323362350464, "eval_ordinal_mae": 0.49474066495895386, "eval_runtime": 191.9691, "eval_samples_per_second": 23.311, "eval_steps_per_second": 2.917, "step": 1100 }, { "epoch": 0.41, "grad_norm": 0.6706956624984741, "learning_rate": 8.650078134391153e-05, "loss": 0.2027, "step": 1125 }, { "epoch": 0.41, "grad_norm": 0.4717120826244354, "learning_rate": 8.620026445486237e-05, "loss": 0.2072, "step": 1150 }, { "epoch": 0.42, "grad_norm": 1.5387229919433594, "learning_rate": 8.58997475658132e-05, "loss": 0.2328, "step": 1175 }, { "epoch": 0.43, "grad_norm": 1.0794016122817993, "learning_rate": 8.559923067676405e-05, "loss": 0.2035, "step": 1200 }, { "epoch": 0.43, "eval_loss": 0.2313634753227234, "eval_na_accuracy": 0.7835051417350769, "eval_ordinal_accuracy": 0.6308759450912476, "eval_ordinal_mae": 0.4743907153606415, "eval_runtime": 191.4648, "eval_samples_per_second": 23.372, "eval_steps_per_second": 2.925, "step": 1200 }, { "epoch": 0.44, "grad_norm": 1.2199459075927734, "learning_rate": 8.529871378771488e-05, "loss": 0.2769, "step": 1225 }, { "epoch": 0.45, "grad_norm": 0.5869888067245483, "learning_rate": 8.499819689866571e-05, "loss": 0.2194, "step": 1250 }, { "epoch": 0.46, "grad_norm": 1.1209378242492676, "learning_rate": 8.469768000961655e-05, "loss": 0.2536, "step": 1275 }, { "epoch": 0.47, "grad_norm": 0.4376941919326782, "learning_rate": 8.439716312056739e-05, "loss": 0.2277, "step": 1300 }, { "epoch": 0.47, "eval_loss": 0.23891955614089966, "eval_na_accuracy": 0.730240523815155, "eval_ordinal_accuracy": 0.643462598323822, "eval_ordinal_mae": 0.46490678191185, "eval_runtime": 193.3761, "eval_samples_per_second": 23.141, "eval_steps_per_second": 2.896, "step": 1300 }, { "epoch": 0.48, "grad_norm": 1.8051934242248535, "learning_rate": 8.409664623151821e-05, "loss": 0.2007, "step": 1325 }, { "epoch": 0.49, "grad_norm": 1.5033048391342163, "learning_rate": 8.379612934246905e-05, "loss": 0.1993, "step": 1350 }, { "epoch": 0.5, "grad_norm": 0.577111542224884, "learning_rate": 8.349561245341989e-05, "loss": 0.2337, "step": 1375 }, { "epoch": 0.5, "grad_norm": 0.8847935795783997, "learning_rate": 8.319509556437071e-05, "loss": 0.2535, "step": 1400 }, { "epoch": 0.5, "eval_loss": 0.22593823075294495, "eval_na_accuracy": 0.8247422575950623, "eval_ordinal_accuracy": 0.6021063327789307, "eval_ordinal_mae": 0.45086583495140076, "eval_runtime": 192.5485, "eval_samples_per_second": 23.241, "eval_steps_per_second": 2.908, "step": 1400 }, { "epoch": 0.51, "grad_norm": 1.888088345527649, "learning_rate": 8.289457867532155e-05, "loss": 0.2162, "step": 1425 }, { "epoch": 0.52, "grad_norm": 0.9532464146614075, "learning_rate": 8.259406178627239e-05, "loss": 0.2632, "step": 1450 }, { "epoch": 0.53, "grad_norm": 2.7865819931030273, "learning_rate": 8.229354489722323e-05, "loss": 0.2005, "step": 1475 }, { "epoch": 0.54, "grad_norm": 1.0594526529312134, "learning_rate": 8.199302800817407e-05, "loss": 0.2209, "step": 1500 }, { "epoch": 0.54, "eval_loss": 0.23685050010681152, "eval_na_accuracy": 0.7577319741249084, "eval_ordinal_accuracy": 0.6362702250480652, "eval_ordinal_mae": 0.45073509216308594, "eval_runtime": 192.1913, "eval_samples_per_second": 23.284, "eval_steps_per_second": 2.914, "step": 1500 }, { "epoch": 0.55, "grad_norm": 0.9557788372039795, "learning_rate": 8.16925111191249e-05, "loss": 0.2009, "step": 1525 }, { "epoch": 0.56, "grad_norm": 0.7707318067550659, "learning_rate": 8.139199423007573e-05, "loss": 0.2172, "step": 1550 }, { "epoch": 0.57, "grad_norm": 1.569989562034607, "learning_rate": 8.109147734102657e-05, "loss": 0.2229, "step": 1575 }, { "epoch": 0.58, "grad_norm": 1.5089187622070312, "learning_rate": 8.079096045197741e-05, "loss": 0.2007, "step": 1600 }, { "epoch": 0.58, "eval_loss": 0.21611952781677246, "eval_na_accuracy": 0.831615149974823, "eval_ordinal_accuracy": 0.6539943218231201, "eval_ordinal_mae": 0.427180677652359, "eval_runtime": 190.3474, "eval_samples_per_second": 23.51, "eval_steps_per_second": 2.942, "step": 1600 }, { "epoch": 0.59, "grad_norm": 1.9716092348098755, "learning_rate": 8.049044356292825e-05, "loss": 0.2375, "step": 1625 }, { "epoch": 0.6, "grad_norm": 2.04927659034729, "learning_rate": 8.018992667387908e-05, "loss": 0.2548, "step": 1650 }, { "epoch": 0.6, "grad_norm": 1.1613515615463257, "learning_rate": 7.988940978482991e-05, "loss": 0.3238, "step": 1675 }, { "epoch": 0.61, "grad_norm": 1.4977881908416748, "learning_rate": 7.958889289578075e-05, "loss": 0.2013, "step": 1700 }, { "epoch": 0.61, "eval_loss": 0.24333100020885468, "eval_na_accuracy": 0.7731958627700806, "eval_ordinal_accuracy": 0.6128949522972107, "eval_ordinal_mae": 0.43257907032966614, "eval_runtime": 193.154, "eval_samples_per_second": 23.168, "eval_steps_per_second": 2.899, "step": 1700 }, { "epoch": 0.62, "grad_norm": 0.6059219837188721, "learning_rate": 7.928837600673157e-05, "loss": 0.273, "step": 1725 }, { "epoch": 0.63, "grad_norm": 1.3245080709457397, "learning_rate": 7.898785911768241e-05, "loss": 0.2148, "step": 1750 }, { "epoch": 0.64, "grad_norm": 0.5151876211166382, "learning_rate": 7.868734222863325e-05, "loss": 0.1901, "step": 1775 }, { "epoch": 0.65, "grad_norm": 0.37926343083381653, "learning_rate": 7.838682533958409e-05, "loss": 0.1999, "step": 1800 }, { "epoch": 0.65, "eval_loss": 0.22266778349876404, "eval_na_accuracy": 0.8247422575950623, "eval_ordinal_accuracy": 0.6552786827087402, "eval_ordinal_mae": 0.4460422396659851, "eval_runtime": 193.6404, "eval_samples_per_second": 23.11, "eval_steps_per_second": 2.892, "step": 1800 }, { "epoch": 0.66, "grad_norm": 4.746518611907959, "learning_rate": 7.808630845053493e-05, "loss": 0.2169, "step": 1825 }, { "epoch": 0.67, "grad_norm": 0.3521455228328705, "learning_rate": 7.778579156148575e-05, "loss": 0.228, "step": 1850 }, { "epoch": 0.68, "grad_norm": 1.3322985172271729, "learning_rate": 7.748527467243659e-05, "loss": 0.2047, "step": 1875 }, { "epoch": 0.69, "grad_norm": 0.6390167474746704, "learning_rate": 7.718475778338743e-05, "loss": 0.2157, "step": 1900 }, { "epoch": 0.69, "eval_loss": 0.2134324014186859, "eval_na_accuracy": 0.8161512017250061, "eval_ordinal_accuracy": 0.6362702250480652, "eval_ordinal_mae": 0.4728001058101654, "eval_runtime": 191.9038, "eval_samples_per_second": 23.319, "eval_steps_per_second": 2.918, "step": 1900 }, { "epoch": 0.69, "grad_norm": 2.581801176071167, "learning_rate": 7.688424089433827e-05, "loss": 0.2335, "step": 1925 }, { "epoch": 0.7, "grad_norm": 1.3418828248977661, "learning_rate": 7.65837240052891e-05, "loss": 0.2446, "step": 1950 }, { "epoch": 0.71, "grad_norm": 0.605707585811615, "learning_rate": 7.628320711623994e-05, "loss": 0.2144, "step": 1975 }, { "epoch": 0.72, "grad_norm": 0.6443113088607788, "learning_rate": 7.598269022719077e-05, "loss": 0.2154, "step": 2000 }, { "epoch": 0.72, "eval_loss": 0.2238776683807373, "eval_na_accuracy": 0.8573883175849915, "eval_ordinal_accuracy": 0.5787310600280762, "eval_ordinal_mae": 0.4734483063220978, "eval_runtime": 192.57, "eval_samples_per_second": 23.238, "eval_steps_per_second": 2.908, "step": 2000 }, { "epoch": 0.73, "grad_norm": 1.4812798500061035, "learning_rate": 7.568217333814161e-05, "loss": 0.2172, "step": 2025 }, { "epoch": 0.74, "grad_norm": 1.5400125980377197, "learning_rate": 7.538165644909245e-05, "loss": 0.1907, "step": 2050 }, { "epoch": 0.75, "grad_norm": 0.6313005685806274, "learning_rate": 7.508113956004327e-05, "loss": 0.2078, "step": 2075 }, { "epoch": 0.76, "grad_norm": 1.3446621894836426, "learning_rate": 7.478062267099411e-05, "loss": 0.2169, "step": 2100 }, { "epoch": 0.76, "eval_loss": 0.23939213156700134, "eval_na_accuracy": 0.8848797082901001, "eval_ordinal_accuracy": 0.6254816055297852, "eval_ordinal_mae": 0.4392252564430237, "eval_runtime": 194.2506, "eval_samples_per_second": 23.037, "eval_steps_per_second": 2.883, "step": 2100 }, { "epoch": 0.77, "grad_norm": 0.5709229111671448, "learning_rate": 7.448010578194495e-05, "loss": 0.2155, "step": 2125 }, { "epoch": 0.78, "grad_norm": 2.9002838134765625, "learning_rate": 7.417958889289577e-05, "loss": 0.2534, "step": 2150 }, { "epoch": 0.78, "grad_norm": 1.3746689558029175, "learning_rate": 7.387907200384661e-05, "loss": 0.2489, "step": 2175 }, { "epoch": 0.79, "grad_norm": 1.1106956005096436, "learning_rate": 7.357855511479745e-05, "loss": 0.2719, "step": 2200 }, { "epoch": 0.79, "eval_loss": 0.2283402532339096, "eval_na_accuracy": 0.8780068755149841, "eval_ordinal_accuracy": 0.6229129433631897, "eval_ordinal_mae": 0.4323791265487671, "eval_runtime": 193.3183, "eval_samples_per_second": 23.148, "eval_steps_per_second": 2.897, "step": 2200 }, { "epoch": 0.8, "grad_norm": 1.5689876079559326, "learning_rate": 7.327803822574829e-05, "loss": 0.2054, "step": 2225 }, { "epoch": 0.81, "grad_norm": 2.14363694190979, "learning_rate": 7.297752133669913e-05, "loss": 0.213, "step": 2250 }, { "epoch": 0.82, "grad_norm": 1.4198272228240967, "learning_rate": 7.267700444764997e-05, "loss": 0.1729, "step": 2275 }, { "epoch": 0.83, "grad_norm": 0.5297597646713257, "learning_rate": 7.237648755860079e-05, "loss": 0.2244, "step": 2300 }, { "epoch": 0.83, "eval_loss": 0.2139568328857422, "eval_na_accuracy": 0.8728522062301636, "eval_ordinal_accuracy": 0.6313896775245667, "eval_ordinal_mae": 0.4482755959033966, "eval_runtime": 193.8188, "eval_samples_per_second": 23.089, "eval_steps_per_second": 2.889, "step": 2300 }, { "epoch": 0.84, "grad_norm": 0.4800972044467926, "learning_rate": 7.207597066955163e-05, "loss": 0.231, "step": 2325 }, { "epoch": 0.85, "grad_norm": 2.125603199005127, "learning_rate": 7.177545378050247e-05, "loss": 0.2371, "step": 2350 }, { "epoch": 0.86, "grad_norm": 1.553396224975586, "learning_rate": 7.147493689145331e-05, "loss": 0.217, "step": 2375 }, { "epoch": 0.87, "grad_norm": 1.5980515480041504, "learning_rate": 7.117442000240415e-05, "loss": 0.2072, "step": 2400 }, { "epoch": 0.87, "eval_loss": 0.2198052555322647, "eval_na_accuracy": 0.8213058710098267, "eval_ordinal_accuracy": 0.6439763903617859, "eval_ordinal_mae": 0.4330386817455292, "eval_runtime": 193.8423, "eval_samples_per_second": 23.086, "eval_steps_per_second": 2.889, "step": 2400 }, { "epoch": 0.87, "grad_norm": 1.0013697147369385, "learning_rate": 7.087390311335498e-05, "loss": 0.2141, "step": 2425 }, { "epoch": 0.88, "grad_norm": 2.5208072662353516, "learning_rate": 7.057338622430581e-05, "loss": 0.2109, "step": 2450 }, { "epoch": 0.89, "grad_norm": 0.3612011969089508, "learning_rate": 7.027286933525665e-05, "loss": 0.1701, "step": 2475 }, { "epoch": 0.9, "grad_norm": 0.6919033527374268, "learning_rate": 6.997235244620747e-05, "loss": 0.1754, "step": 2500 }, { "epoch": 0.9, "eval_loss": 0.20990537106990814, "eval_na_accuracy": 0.8419243693351746, "eval_ordinal_accuracy": 0.6712047457695007, "eval_ordinal_mae": 0.41983720660209656, "eval_runtime": 193.4285, "eval_samples_per_second": 23.135, "eval_steps_per_second": 2.895, "step": 2500 }, { "epoch": 0.91, "grad_norm": 2.494234323501587, "learning_rate": 6.967183555715831e-05, "loss": 0.2547, "step": 2525 }, { "epoch": 0.92, "grad_norm": 1.2194478511810303, "learning_rate": 6.937131866810915e-05, "loss": 0.2105, "step": 2550 }, { "epoch": 0.93, "grad_norm": 0.8242117166519165, "learning_rate": 6.907080177905999e-05, "loss": 0.185, "step": 2575 }, { "epoch": 0.94, "grad_norm": 2.185267210006714, "learning_rate": 6.877028489001081e-05, "loss": 0.1773, "step": 2600 }, { "epoch": 0.94, "eval_loss": 0.20526131987571716, "eval_na_accuracy": 0.8642611503601074, "eval_ordinal_accuracy": 0.6586180329322815, "eval_ordinal_mae": 0.4104856550693512, "eval_runtime": 191.4771, "eval_samples_per_second": 23.371, "eval_steps_per_second": 2.925, "step": 2600 }, { "epoch": 0.95, "grad_norm": 1.5727041959762573, "learning_rate": 6.846976800096165e-05, "loss": 0.1994, "step": 2625 }, { "epoch": 0.96, "grad_norm": 1.3567266464233398, "learning_rate": 6.816925111191249e-05, "loss": 0.2087, "step": 2650 }, { "epoch": 0.96, "grad_norm": 0.43862801790237427, "learning_rate": 6.786873422286333e-05, "loss": 0.2394, "step": 2675 }, { "epoch": 0.97, "grad_norm": 0.7140023708343506, "learning_rate": 6.756821733381417e-05, "loss": 0.2378, "step": 2700 }, { "epoch": 0.97, "eval_loss": 0.20436730980873108, "eval_na_accuracy": 0.8333333134651184, "eval_ordinal_accuracy": 0.6647829413414001, "eval_ordinal_mae": 0.4324062764644623, "eval_runtime": 193.6819, "eval_samples_per_second": 23.105, "eval_steps_per_second": 2.891, "step": 2700 }, { "epoch": 0.98, "grad_norm": 0.44048529863357544, "learning_rate": 6.7267700444765e-05, "loss": 0.172, "step": 2725 }, { "epoch": 0.99, "grad_norm": 2.4433631896972656, "learning_rate": 6.696718355571583e-05, "loss": 0.1666, "step": 2750 }, { "epoch": 1.0, "grad_norm": 0.6148251891136169, "learning_rate": 6.666666666666667e-05, "loss": 0.2, "step": 2775 }, { "epoch": 1.01, "grad_norm": 0.5114859342575073, "learning_rate": 6.636614977761751e-05, "loss": 0.1295, "step": 2800 }, { "epoch": 1.01, "eval_loss": 0.20437294244766235, "eval_na_accuracy": 0.8247422575950623, "eval_ordinal_accuracy": 0.6843051910400391, "eval_ordinal_mae": 0.4015503525733948, "eval_runtime": 191.7797, "eval_samples_per_second": 23.334, "eval_steps_per_second": 2.92, "step": 2800 }, { "epoch": 1.02, "grad_norm": 0.5778698921203613, "learning_rate": 6.606563288856835e-05, "loss": 0.1506, "step": 2825 }, { "epoch": 1.03, "grad_norm": 0.3983612358570099, "learning_rate": 6.576511599951917e-05, "loss": 0.1358, "step": 2850 }, { "epoch": 1.04, "grad_norm": 0.8497461080551147, "learning_rate": 6.546459911047001e-05, "loss": 0.1288, "step": 2875 }, { "epoch": 1.05, "grad_norm": 1.2482887506484985, "learning_rate": 6.516408222142085e-05, "loss": 0.1126, "step": 2900 }, { "epoch": 1.05, "eval_loss": 0.2301819771528244, "eval_na_accuracy": 0.7577319741249084, "eval_ordinal_accuracy": 0.6804521083831787, "eval_ordinal_mae": 0.402468740940094, "eval_runtime": 195.9356, "eval_samples_per_second": 22.839, "eval_steps_per_second": 2.858, "step": 2900 }, { "epoch": 1.05, "grad_norm": 12.926443099975586, "learning_rate": 6.486356533237167e-05, "loss": 0.1244, "step": 2925 }, { "epoch": 1.06, "grad_norm": 0.5321182012557983, "learning_rate": 6.456304844332251e-05, "loss": 0.1368, "step": 2950 }, { "epoch": 1.07, "grad_norm": 0.4846901297569275, "learning_rate": 6.426253155427335e-05, "loss": 0.1837, "step": 2975 }, { "epoch": 1.08, "grad_norm": 0.6585441827774048, "learning_rate": 6.396201466522419e-05, "loss": 0.1262, "step": 3000 }, { "epoch": 1.08, "eval_loss": 0.22050338983535767, "eval_na_accuracy": 0.8092783689498901, "eval_ordinal_accuracy": 0.6516824960708618, "eval_ordinal_mae": 0.4016842246055603, "eval_runtime": 191.162, "eval_samples_per_second": 23.409, "eval_steps_per_second": 2.929, "step": 3000 }, { "epoch": 1.09, "grad_norm": 0.30136457085609436, "learning_rate": 6.366149777617503e-05, "loss": 0.1417, "step": 3025 }, { "epoch": 1.1, "grad_norm": 2.017369508743286, "learning_rate": 6.336098088712587e-05, "loss": 0.1155, "step": 3050 }, { "epoch": 1.11, "grad_norm": 0.6489114165306091, "learning_rate": 6.306046399807669e-05, "loss": 0.1074, "step": 3075 }, { "epoch": 1.12, "grad_norm": 0.5059970617294312, "learning_rate": 6.275994710902753e-05, "loss": 0.1104, "step": 3100 }, { "epoch": 1.12, "eval_loss": 0.21169866621494293, "eval_na_accuracy": 0.8453608155250549, "eval_ordinal_accuracy": 0.6778833866119385, "eval_ordinal_mae": 0.39305010437965393, "eval_runtime": 189.5391, "eval_samples_per_second": 23.61, "eval_steps_per_second": 2.955, "step": 3100 }, { "epoch": 1.13, "grad_norm": 1.127930998802185, "learning_rate": 6.245943021997837e-05, "loss": 0.1353, "step": 3125 }, { "epoch": 1.14, "grad_norm": 1.9614742994308472, "learning_rate": 6.215891333092921e-05, "loss": 0.1069, "step": 3150 }, { "epoch": 1.14, "grad_norm": 0.5779272317886353, "learning_rate": 6.185839644188005e-05, "loss": 0.1161, "step": 3175 }, { "epoch": 1.15, "grad_norm": 0.6223546266555786, "learning_rate": 6.155787955283087e-05, "loss": 0.1657, "step": 3200 }, { "epoch": 1.15, "eval_loss": 0.21738822758197784, "eval_na_accuracy": 0.8591065406799316, "eval_ordinal_accuracy": 0.6665810346603394, "eval_ordinal_mae": 0.38904985785484314, "eval_runtime": 193.8286, "eval_samples_per_second": 23.087, "eval_steps_per_second": 2.889, "step": 3200 }, { "epoch": 1.16, "grad_norm": 1.1987367868423462, "learning_rate": 6.125736266378171e-05, "loss": 0.1139, "step": 3225 }, { "epoch": 1.17, "grad_norm": 0.510863184928894, "learning_rate": 6.095684577473254e-05, "loss": 0.1286, "step": 3250 }, { "epoch": 1.18, "grad_norm": 0.7094324827194214, "learning_rate": 6.065632888568338e-05, "loss": 0.1231, "step": 3275 }, { "epoch": 1.19, "grad_norm": 2.9405245780944824, "learning_rate": 6.035581199663422e-05, "loss": 0.1186, "step": 3300 }, { "epoch": 1.19, "eval_loss": 0.22988717257976532, "eval_na_accuracy": 0.8058419227600098, "eval_ordinal_accuracy": 0.6622142195701599, "eval_ordinal_mae": 0.40129175782203674, "eval_runtime": 191.4373, "eval_samples_per_second": 23.376, "eval_steps_per_second": 2.925, "step": 3300 }, { "epoch": 1.2, "grad_norm": 1.9970686435699463, "learning_rate": 6.005529510758505e-05, "loss": 0.1492, "step": 3325 }, { "epoch": 1.21, "grad_norm": 0.4853156805038452, "learning_rate": 5.975477821853589e-05, "loss": 0.0923, "step": 3350 }, { "epoch": 1.22, "grad_norm": 3.004967451095581, "learning_rate": 5.9454261329486714e-05, "loss": 0.1395, "step": 3375 }, { "epoch": 1.23, "grad_norm": 2.5411417484283447, "learning_rate": 5.915374444043755e-05, "loss": 0.1304, "step": 3400 }, { "epoch": 1.23, "eval_loss": 0.21757462620735168, "eval_na_accuracy": 0.8109965920448303, "eval_ordinal_accuracy": 0.6902132034301758, "eval_ordinal_mae": 0.3801174759864807, "eval_runtime": 191.9938, "eval_samples_per_second": 23.308, "eval_steps_per_second": 2.917, "step": 3400 }, { "epoch": 1.24, "grad_norm": 2.031360626220703, "learning_rate": 5.885322755138839e-05, "loss": 0.161, "step": 3425 }, { "epoch": 1.24, "grad_norm": 0.9166708588600159, "learning_rate": 5.855271066233923e-05, "loss": 0.1062, "step": 3450 }, { "epoch": 1.25, "grad_norm": 2.4028913974761963, "learning_rate": 5.825219377329007e-05, "loss": 0.1085, "step": 3475 }, { "epoch": 1.26, "grad_norm": 0.99100261926651, "learning_rate": 5.79516768842409e-05, "loss": 0.1081, "step": 3500 }, { "epoch": 1.26, "eval_loss": 0.23295216262340546, "eval_na_accuracy": 0.831615149974823, "eval_ordinal_accuracy": 0.664269208908081, "eval_ordinal_mae": 0.3867188096046448, "eval_runtime": 194.3732, "eval_samples_per_second": 23.023, "eval_steps_per_second": 2.881, "step": 3500 }, { "epoch": 1.27, "grad_norm": 0.6745060682296753, "learning_rate": 5.765115999519173e-05, "loss": 0.1079, "step": 3525 }, { "epoch": 1.28, "grad_norm": 0.5718048810958862, "learning_rate": 5.735064310614256e-05, "loss": 0.1353, "step": 3550 }, { "epoch": 1.29, "grad_norm": 0.4868764579296112, "learning_rate": 5.70501262170934e-05, "loss": 0.1872, "step": 3575 }, { "epoch": 1.3, "grad_norm": 1.2596338987350464, "learning_rate": 5.674960932804424e-05, "loss": 0.1281, "step": 3600 }, { "epoch": 1.3, "eval_loss": 0.23198525607585907, "eval_na_accuracy": 0.7680412530899048, "eval_ordinal_accuracy": 0.6902132034301758, "eval_ordinal_mae": 0.3953803777694702, "eval_runtime": 193.0669, "eval_samples_per_second": 23.178, "eval_steps_per_second": 2.901, "step": 3600 }, { "epoch": 1.31, "grad_norm": 0.5509974360466003, "learning_rate": 5.644909243899508e-05, "loss": 0.1085, "step": 3625 }, { "epoch": 1.32, "grad_norm": 1.8018646240234375, "learning_rate": 5.614857554994592e-05, "loss": 0.1134, "step": 3650 }, { "epoch": 1.33, "grad_norm": 0.46525055170059204, "learning_rate": 5.584805866089674e-05, "loss": 0.1789, "step": 3675 }, { "epoch": 1.33, "grad_norm": 0.4697776734828949, "learning_rate": 5.554754177184758e-05, "loss": 0.1192, "step": 3700 }, { "epoch": 1.33, "eval_loss": 0.231234610080719, "eval_na_accuracy": 0.7989690899848938, "eval_ordinal_accuracy": 0.6768559217453003, "eval_ordinal_mae": 0.4108929932117462, "eval_runtime": 192.9099, "eval_samples_per_second": 23.197, "eval_steps_per_second": 2.903, "step": 3700 }, { "epoch": 1.34, "grad_norm": 1.9536067247390747, "learning_rate": 5.524702488279841e-05, "loss": 0.1531, "step": 3725 }, { "epoch": 1.35, "grad_norm": 0.6636119484901428, "learning_rate": 5.494650799374925e-05, "loss": 0.1152, "step": 3750 }, { "epoch": 1.36, "grad_norm": 3.2403175830841064, "learning_rate": 5.464599110470009e-05, "loss": 0.133, "step": 3775 }, { "epoch": 1.37, "grad_norm": 0.7575627565383911, "learning_rate": 5.434547421565093e-05, "loss": 0.1029, "step": 3800 }, { "epoch": 1.37, "eval_loss": 0.21953611075878143, "eval_na_accuracy": 0.8024054765701294, "eval_ordinal_accuracy": 0.681993305683136, "eval_ordinal_mae": 0.38697296380996704, "eval_runtime": 192.4936, "eval_samples_per_second": 23.248, "eval_steps_per_second": 2.909, "step": 3800 }, { "epoch": 1.38, "grad_norm": 0.6479007601737976, "learning_rate": 5.404495732660175e-05, "loss": 0.1174, "step": 3825 }, { "epoch": 1.39, "grad_norm": 2.8630564212799072, "learning_rate": 5.374444043755259e-05, "loss": 0.1398, "step": 3850 }, { "epoch": 1.4, "grad_norm": 0.6482840180397034, "learning_rate": 5.344392354850343e-05, "loss": 0.1144, "step": 3875 }, { "epoch": 1.41, "grad_norm": 0.39722609519958496, "learning_rate": 5.314340665945426e-05, "loss": 0.1159, "step": 3900 }, { "epoch": 1.41, "eval_loss": 0.22003380954265594, "eval_na_accuracy": 0.7903780341148376, "eval_ordinal_accuracy": 0.6812227368354797, "eval_ordinal_mae": 0.3859783113002777, "eval_runtime": 193.9688, "eval_samples_per_second": 23.071, "eval_steps_per_second": 2.887, "step": 3900 }, { "epoch": 1.42, "grad_norm": 0.7128223776817322, "learning_rate": 5.28428897704051e-05, "loss": 0.1437, "step": 3925 }, { "epoch": 1.42, "grad_norm": 2.3041298389434814, "learning_rate": 5.254237288135594e-05, "loss": 0.1413, "step": 3950 }, { "epoch": 1.43, "grad_norm": 0.9336991310119629, "learning_rate": 5.2241855992306764e-05, "loss": 0.1112, "step": 3975 }, { "epoch": 1.44, "grad_norm": 3.5301501750946045, "learning_rate": 5.19413391032576e-05, "loss": 0.1159, "step": 4000 }, { "epoch": 1.44, "eval_loss": 0.21585588157176971, "eval_na_accuracy": 0.7989690899848938, "eval_ordinal_accuracy": 0.6981762051582336, "eval_ordinal_mae": 0.3712264895439148, "eval_runtime": 191.7494, "eval_samples_per_second": 23.338, "eval_steps_per_second": 2.92, "step": 4000 }, { "epoch": 1.45, "grad_norm": 0.8215810060501099, "learning_rate": 5.164082221420844e-05, "loss": 0.0948, "step": 4025 }, { "epoch": 1.46, "grad_norm": 0.8609411716461182, "learning_rate": 5.134030532515928e-05, "loss": 0.0936, "step": 4050 }, { "epoch": 1.47, "grad_norm": 0.7595614790916443, "learning_rate": 5.103978843611011e-05, "loss": 0.1181, "step": 4075 }, { "epoch": 1.48, "grad_norm": 0.7951629757881165, "learning_rate": 5.073927154706095e-05, "loss": 0.107, "step": 4100 }, { "epoch": 1.48, "eval_loss": 0.22618594765663147, "eval_na_accuracy": 0.8213058710098267, "eval_ordinal_accuracy": 0.6904700994491577, "eval_ordinal_mae": 0.37572237849235535, "eval_runtime": 193.8218, "eval_samples_per_second": 23.088, "eval_steps_per_second": 2.889, "step": 4100 }, { "epoch": 1.49, "grad_norm": 1.809657096862793, "learning_rate": 5.0438754658011775e-05, "loss": 0.1275, "step": 4125 }, { "epoch": 1.5, "grad_norm": 0.6124809384346008, "learning_rate": 5.0138237768962613e-05, "loss": 0.0975, "step": 4150 }, { "epoch": 1.51, "grad_norm": 0.5735268592834473, "learning_rate": 4.983772087991345e-05, "loss": 0.1267, "step": 4175 }, { "epoch": 1.51, "grad_norm": 0.2053624987602234, "learning_rate": 4.953720399086429e-05, "loss": 0.1262, "step": 4200 }, { "epoch": 1.51, "eval_loss": 0.22913989424705505, "eval_na_accuracy": 0.8247422575950623, "eval_ordinal_accuracy": 0.683534562587738, "eval_ordinal_mae": 0.3841015100479126, "eval_runtime": 192.0713, "eval_samples_per_second": 23.299, "eval_steps_per_second": 2.916, "step": 4200 }, { "epoch": 1.52, "grad_norm": 1.163071632385254, "learning_rate": 4.923668710181513e-05, "loss": 0.112, "step": 4225 }, { "epoch": 1.53, "grad_norm": 0.48347094655036926, "learning_rate": 4.893617021276596e-05, "loss": 0.1312, "step": 4250 }, { "epoch": 1.54, "grad_norm": 2.0154635906219482, "learning_rate": 4.863565332371679e-05, "loss": 0.1057, "step": 4275 }, { "epoch": 1.55, "grad_norm": 2.7999942302703857, "learning_rate": 4.833513643466763e-05, "loss": 0.1437, "step": 4300 }, { "epoch": 1.55, "eval_loss": 0.23114901781082153, "eval_na_accuracy": 0.800687313079834, "eval_ordinal_accuracy": 0.6922681927680969, "eval_ordinal_mae": 0.3750612139701843, "eval_runtime": 193.0261, "eval_samples_per_second": 23.183, "eval_steps_per_second": 2.901, "step": 4300 }, { "epoch": 1.56, "grad_norm": 0.7880312204360962, "learning_rate": 4.803461954561846e-05, "loss": 0.1099, "step": 4325 }, { "epoch": 1.57, "grad_norm": 0.5259920954704285, "learning_rate": 4.77341026565693e-05, "loss": 0.1355, "step": 4350 }, { "epoch": 1.58, "grad_norm": 0.49388599395751953, "learning_rate": 4.743358576752014e-05, "loss": 0.1331, "step": 4375 }, { "epoch": 1.59, "grad_norm": 0.7215922474861145, "learning_rate": 4.714508955403294e-05, "loss": 0.0916, "step": 4400 }, { "epoch": 1.59, "eval_loss": 0.23432399332523346, "eval_na_accuracy": 0.8659793734550476, "eval_ordinal_accuracy": 0.6791677474975586, "eval_ordinal_mae": 0.37433725595474243, "eval_runtime": 191.7082, "eval_samples_per_second": 23.343, "eval_steps_per_second": 2.921, "step": 4400 }, { "epoch": 1.6, "grad_norm": 0.4619504511356354, "learning_rate": 4.684457266498378e-05, "loss": 0.11, "step": 4425 }, { "epoch": 1.6, "grad_norm": 2.470409393310547, "learning_rate": 4.654405577593461e-05, "loss": 0.138, "step": 4450 }, { "epoch": 1.61, "grad_norm": 0.46536511182785034, "learning_rate": 4.6243538886885443e-05, "loss": 0.1233, "step": 4475 }, { "epoch": 1.62, "grad_norm": 0.4539566934108734, "learning_rate": 4.594302199783628e-05, "loss": 0.1266, "step": 4500 }, { "epoch": 1.62, "eval_loss": 0.22511447966098785, "eval_na_accuracy": 0.8505154848098755, "eval_ordinal_accuracy": 0.6861032843589783, "eval_ordinal_mae": 0.37239742279052734, "eval_runtime": 185.8881, "eval_samples_per_second": 24.074, "eval_steps_per_second": 3.013, "step": 4500 }, { "epoch": 1.63, "grad_norm": 0.497732013463974, "learning_rate": 4.5642505108787114e-05, "loss": 0.109, "step": 4525 }, { "epoch": 1.64, "grad_norm": 2.833667278289795, "learning_rate": 4.534198821973795e-05, "loss": 0.1342, "step": 4550 }, { "epoch": 1.65, "grad_norm": 0.6105310320854187, "learning_rate": 4.504147133068879e-05, "loss": 0.125, "step": 4575 }, { "epoch": 1.66, "grad_norm": 0.5035513639450073, "learning_rate": 4.474095444163962e-05, "loss": 0.1185, "step": 4600 }, { "epoch": 1.66, "eval_loss": 0.22424614429473877, "eval_na_accuracy": 0.8264604806900024, "eval_ordinal_accuracy": 0.6902132034301758, "eval_ordinal_mae": 0.36660563945770264, "eval_runtime": 188.1827, "eval_samples_per_second": 23.78, "eval_steps_per_second": 2.976, "step": 4600 }, { "epoch": 1.67, "grad_norm": 0.6165774464607239, "learning_rate": 4.444043755259046e-05, "loss": 0.1273, "step": 4625 }, { "epoch": 1.68, "grad_norm": 2.2787024974823, "learning_rate": 4.413992066354129e-05, "loss": 0.1537, "step": 4650 }, { "epoch": 1.69, "grad_norm": 1.2412303686141968, "learning_rate": 4.3839403774492125e-05, "loss": 0.1197, "step": 4675 }, { "epoch": 1.69, "grad_norm": 2.671398162841797, "learning_rate": 4.353888688544296e-05, "loss": 0.1037, "step": 4700 }, { "epoch": 1.69, "eval_loss": 0.22189220786094666, "eval_na_accuracy": 0.8522336483001709, "eval_ordinal_accuracy": 0.6845620274543762, "eval_ordinal_mae": 0.3699798583984375, "eval_runtime": 185.1462, "eval_samples_per_second": 24.17, "eval_steps_per_second": 3.025, "step": 4700 }, { "epoch": 1.7, "grad_norm": 0.7951823472976685, "learning_rate": 4.32383699963938e-05, "loss": 0.1335, "step": 4725 }, { "epoch": 1.71, "grad_norm": 0.5750038027763367, "learning_rate": 4.2937853107344634e-05, "loss": 0.1225, "step": 4750 }, { "epoch": 1.72, "grad_norm": 0.599660336971283, "learning_rate": 4.263733621829547e-05, "loss": 0.1153, "step": 4775 }, { "epoch": 1.73, "grad_norm": 0.5971084237098694, "learning_rate": 4.233681932924631e-05, "loss": 0.1264, "step": 4800 }, { "epoch": 1.73, "eval_loss": 0.22111621499061584, "eval_na_accuracy": 0.8350515365600586, "eval_ordinal_accuracy": 0.6891857385635376, "eval_ordinal_mae": 0.36766940355300903, "eval_runtime": 187.791, "eval_samples_per_second": 23.83, "eval_steps_per_second": 2.982, "step": 4800 }, { "epoch": 1.74, "grad_norm": 0.6335272789001465, "learning_rate": 4.203630244019714e-05, "loss": 0.1309, "step": 4825 }, { "epoch": 1.75, "grad_norm": 1.4906469583511353, "learning_rate": 4.1735785551147974e-05, "loss": 0.1481, "step": 4850 }, { "epoch": 1.76, "grad_norm": 0.5834776163101196, "learning_rate": 4.143526866209881e-05, "loss": 0.1082, "step": 4875 }, { "epoch": 1.77, "grad_norm": 0.3094954788684845, "learning_rate": 4.1134751773049644e-05, "loss": 0.1404, "step": 4900 }, { "epoch": 1.77, "eval_loss": 0.22064529359340668, "eval_na_accuracy": 0.7938144207000732, "eval_ordinal_accuracy": 0.6945800185203552, "eval_ordinal_mae": 0.371782511472702, "eval_runtime": 187.3419, "eval_samples_per_second": 23.887, "eval_steps_per_second": 2.989, "step": 4900 }, { "epoch": 1.78, "grad_norm": 0.43263766169548035, "learning_rate": 4.083423488400048e-05, "loss": 0.0901, "step": 4925 }, { "epoch": 1.79, "grad_norm": 1.0660347938537598, "learning_rate": 4.053371799495132e-05, "loss": 0.1197, "step": 4950 }, { "epoch": 1.79, "grad_norm": 0.7330833077430725, "learning_rate": 4.023320110590215e-05, "loss": 0.1052, "step": 4975 }, { "epoch": 1.8, "grad_norm": 2.152076005935669, "learning_rate": 3.993268421685299e-05, "loss": 0.1238, "step": 5000 }, { "epoch": 1.8, "eval_loss": 0.20976723730564117, "eval_na_accuracy": 0.8264604806900024, "eval_ordinal_accuracy": 0.6948369145393372, "eval_ordinal_mae": 0.37225744128227234, "eval_runtime": 186.1293, "eval_samples_per_second": 24.042, "eval_steps_per_second": 3.009, "step": 5000 }, { "epoch": 1.81, "grad_norm": 0.28938254714012146, "learning_rate": 3.9632167327803824e-05, "loss": 0.1089, "step": 5025 }, { "epoch": 1.82, "grad_norm": 0.5542977452278137, "learning_rate": 3.9331650438754655e-05, "loss": 0.1034, "step": 5050 }, { "epoch": 1.83, "grad_norm": 3.0670604705810547, "learning_rate": 3.9031133549705494e-05, "loss": 0.1207, "step": 5075 }, { "epoch": 1.84, "grad_norm": 1.1476399898529053, "learning_rate": 3.873061666065633e-05, "loss": 0.0868, "step": 5100 }, { "epoch": 1.84, "eval_loss": 0.2088630199432373, "eval_na_accuracy": 0.8144329786300659, "eval_ordinal_accuracy": 0.7025430202484131, "eval_ordinal_mae": 0.3573513329029083, "eval_runtime": 186.6283, "eval_samples_per_second": 23.978, "eval_steps_per_second": 3.001, "step": 5100 }, { "epoch": 1.85, "grad_norm": 1.155088186264038, "learning_rate": 3.8430099771607164e-05, "loss": 0.1285, "step": 5125 }, { "epoch": 1.86, "grad_norm": 5.079723358154297, "learning_rate": 3.8129582882558e-05, "loss": 0.1503, "step": 5150 }, { "epoch": 1.87, "grad_norm": 1.3054969310760498, "learning_rate": 3.782906599350884e-05, "loss": 0.1117, "step": 5175 }, { "epoch": 1.88, "grad_norm": 0.676068902015686, "learning_rate": 3.752854910445967e-05, "loss": 0.0828, "step": 5200 }, { "epoch": 1.88, "eval_loss": 0.2203822135925293, "eval_na_accuracy": 0.7817869186401367, "eval_ordinal_accuracy": 0.7030567526817322, "eval_ordinal_mae": 0.3679908215999603, "eval_runtime": 186.9501, "eval_samples_per_second": 23.937, "eval_steps_per_second": 2.995, "step": 5200 }, { "epoch": 1.88, "grad_norm": 0.5627509355545044, "learning_rate": 3.7228032215410505e-05, "loss": 0.1013, "step": 5225 }, { "epoch": 1.89, "grad_norm": 0.74530029296875, "learning_rate": 3.6927515326361343e-05, "loss": 0.1163, "step": 5250 }, { "epoch": 1.9, "grad_norm": 0.4432946741580963, "learning_rate": 3.6626998437312175e-05, "loss": 0.1076, "step": 5275 }, { "epoch": 1.91, "grad_norm": 0.8598417639732361, "learning_rate": 3.6326481548263014e-05, "loss": 0.0986, "step": 5300 }, { "epoch": 1.91, "eval_loss": 0.21255970001220703, "eval_na_accuracy": 0.8127147555351257, "eval_ordinal_accuracy": 0.6981762051582336, "eval_ordinal_mae": 0.35426145792007446, "eval_runtime": 188.2634, "eval_samples_per_second": 23.77, "eval_steps_per_second": 2.975, "step": 5300 }, { "epoch": 1.92, "grad_norm": 0.5436437726020813, "learning_rate": 3.602596465921385e-05, "loss": 0.1368, "step": 5325 }, { "epoch": 1.93, "grad_norm": 0.3918437063694, "learning_rate": 3.5725447770164684e-05, "loss": 0.1062, "step": 5350 }, { "epoch": 1.94, "grad_norm": 3.4165215492248535, "learning_rate": 3.542493088111552e-05, "loss": 0.1394, "step": 5375 }, { "epoch": 1.95, "grad_norm": 0.5507489442825317, "learning_rate": 3.5124413992066354e-05, "loss": 0.0869, "step": 5400 }, { "epoch": 1.95, "eval_loss": 0.2247212827205658, "eval_na_accuracy": 0.80756014585495, "eval_ordinal_accuracy": 0.7107629179954529, "eval_ordinal_mae": 0.35320159792900085, "eval_runtime": 186.4594, "eval_samples_per_second": 24.0, "eval_steps_per_second": 3.003, "step": 5400 }, { "epoch": 1.96, "grad_norm": 0.36401164531707764, "learning_rate": 3.4823897103017186e-05, "loss": 0.1216, "step": 5425 }, { "epoch": 1.97, "grad_norm": 0.5114885568618774, "learning_rate": 3.4523380213968025e-05, "loss": 0.1034, "step": 5450 }, { "epoch": 1.97, "grad_norm": 0.5193465352058411, "learning_rate": 3.422286332491886e-05, "loss": 0.095, "step": 5475 }, { "epoch": 1.98, "grad_norm": 0.3319372236728668, "learning_rate": 3.3922346435869695e-05, "loss": 0.1006, "step": 5500 }, { "epoch": 1.98, "eval_loss": 0.22681304812431335, "eval_na_accuracy": 0.8161512017250061, "eval_ordinal_accuracy": 0.702799916267395, "eval_ordinal_mae": 0.3637341260910034, "eval_runtime": 187.993, "eval_samples_per_second": 23.804, "eval_steps_per_second": 2.979, "step": 5500 }, { "epoch": 1.99, "grad_norm": 0.6313589215278625, "learning_rate": 3.3621829546820533e-05, "loss": 0.1265, "step": 5525 }, { "epoch": 2.0, "grad_norm": 0.3126126825809479, "learning_rate": 3.332131265777137e-05, "loss": 0.1002, "step": 5550 }, { "epoch": 2.01, "grad_norm": 0.7703510522842407, "learning_rate": 3.3020795768722204e-05, "loss": 0.065, "step": 5575 }, { "epoch": 2.02, "grad_norm": 0.5371888875961304, "learning_rate": 3.2720278879673036e-05, "loss": 0.0639, "step": 5600 }, { "epoch": 2.02, "eval_loss": 0.22521378099918365, "eval_na_accuracy": 0.8109965920448303, "eval_ordinal_accuracy": 0.7069098353385925, "eval_ordinal_mae": 0.3478536903858185, "eval_runtime": 186.1883, "eval_samples_per_second": 24.035, "eval_steps_per_second": 3.008, "step": 5600 }, { "epoch": 2.03, "grad_norm": 0.3779759109020233, "learning_rate": 3.2419761990623874e-05, "loss": 0.0491, "step": 5625 }, { "epoch": 2.04, "grad_norm": 0.3881787657737732, "learning_rate": 3.2119245101574706e-05, "loss": 0.0475, "step": 5650 }, { "epoch": 2.05, "grad_norm": 0.2288794368505478, "learning_rate": 3.1818728212525544e-05, "loss": 0.062, "step": 5675 }, { "epoch": 2.06, "grad_norm": 0.4537404477596283, "learning_rate": 3.151821132347638e-05, "loss": 0.0569, "step": 5700 }, { "epoch": 2.06, "eval_loss": 0.23154324293136597, "eval_na_accuracy": 0.80756014585495, "eval_ordinal_accuracy": 0.7166709303855896, "eval_ordinal_mae": 0.3399028480052948, "eval_runtime": 188.0319, "eval_samples_per_second": 23.799, "eval_steps_per_second": 2.978, "step": 5700 }, { "epoch": 2.06, "grad_norm": 0.4112221300601959, "learning_rate": 3.1217694434427215e-05, "loss": 0.0513, "step": 5725 }, { "epoch": 2.07, "grad_norm": 0.4015844166278839, "learning_rate": 3.091717754537805e-05, "loss": 0.0608, "step": 5750 }, { "epoch": 2.08, "grad_norm": 0.43563222885131836, "learning_rate": 3.0616660656328885e-05, "loss": 0.0463, "step": 5775 }, { "epoch": 2.09, "grad_norm": 2.328296422958374, "learning_rate": 3.031614376727972e-05, "loss": 0.0626, "step": 5800 }, { "epoch": 2.09, "eval_loss": 0.2304299920797348, "eval_na_accuracy": 0.8127147555351257, "eval_ordinal_accuracy": 0.702799916267395, "eval_ordinal_mae": 0.34806403517723083, "eval_runtime": 186.3734, "eval_samples_per_second": 24.011, "eval_steps_per_second": 3.005, "step": 5800 }, { "epoch": 2.1, "grad_norm": 0.5192309021949768, "learning_rate": 3.001562687823056e-05, "loss": 0.0506, "step": 5825 }, { "epoch": 2.11, "grad_norm": 0.7943512201309204, "learning_rate": 2.9715109989181394e-05, "loss": 0.0612, "step": 5850 }, { "epoch": 2.12, "grad_norm": 0.5543213486671448, "learning_rate": 2.9414593100132226e-05, "loss": 0.0571, "step": 5875 }, { "epoch": 2.13, "grad_norm": 0.32637158036231995, "learning_rate": 2.9114076211083064e-05, "loss": 0.0502, "step": 5900 }, { "epoch": 2.13, "eval_loss": 0.23814311623573303, "eval_na_accuracy": 0.8092783689498901, "eval_ordinal_accuracy": 0.6953506469726562, "eval_ordinal_mae": 0.3623509407043457, "eval_runtime": 185.1929, "eval_samples_per_second": 24.164, "eval_steps_per_second": 3.024, "step": 5900 }, { "epoch": 2.14, "grad_norm": 0.4265578091144562, "learning_rate": 2.88135593220339e-05, "loss": 0.0529, "step": 5925 }, { "epoch": 2.15, "grad_norm": 0.5854742527008057, "learning_rate": 2.8513042432984738e-05, "loss": 0.0458, "step": 5950 }, { "epoch": 2.15, "grad_norm": 0.6325811147689819, "learning_rate": 2.821252554393557e-05, "loss": 0.0422, "step": 5975 }, { "epoch": 2.16, "grad_norm": 0.3043919503688812, "learning_rate": 2.7912008654886408e-05, "loss": 0.0541, "step": 6000 }, { "epoch": 2.16, "eval_loss": 0.2298140674829483, "eval_na_accuracy": 0.8109965920448303, "eval_ordinal_accuracy": 0.7159003615379333, "eval_ordinal_mae": 0.34048062562942505, "eval_runtime": 188.0938, "eval_samples_per_second": 23.791, "eval_steps_per_second": 2.977, "step": 6000 }, { "epoch": 2.17, "grad_norm": 0.5921896696090698, "learning_rate": 2.7611491765837243e-05, "loss": 0.0441, "step": 6025 }, { "epoch": 2.18, "grad_norm": 0.5739880204200745, "learning_rate": 2.7310974876788075e-05, "loss": 0.0399, "step": 6050 }, { "epoch": 2.19, "grad_norm": 0.6747081279754639, "learning_rate": 2.7010457987738914e-05, "loss": 0.0467, "step": 6075 }, { "epoch": 2.2, "grad_norm": 0.5710461139678955, "learning_rate": 2.670994109868975e-05, "loss": 0.0671, "step": 6100 }, { "epoch": 2.2, "eval_loss": 0.24321676790714264, "eval_na_accuracy": 0.7989690899848938, "eval_ordinal_accuracy": 0.7030567526817322, "eval_ordinal_mae": 0.3529086709022522, "eval_runtime": 188.2916, "eval_samples_per_second": 23.766, "eval_steps_per_second": 2.974, "step": 6100 }, { "epoch": 2.21, "grad_norm": 0.3675624430179596, "learning_rate": 2.640942420964058e-05, "loss": 0.0466, "step": 6125 }, { "epoch": 2.22, "grad_norm": 0.31548529863357544, "learning_rate": 2.610890732059142e-05, "loss": 0.0764, "step": 6150 }, { "epoch": 2.23, "grad_norm": 0.43977534770965576, "learning_rate": 2.5808390431542258e-05, "loss": 0.0475, "step": 6175 }, { "epoch": 2.24, "grad_norm": 0.6533438563346863, "learning_rate": 2.550787354249309e-05, "loss": 0.0672, "step": 6200 }, { "epoch": 2.24, "eval_loss": 0.2430579513311386, "eval_na_accuracy": 0.7714776396751404, "eval_ordinal_accuracy": 0.7194965481758118, "eval_ordinal_mae": 0.3360508680343628, "eval_runtime": 186.7478, "eval_samples_per_second": 23.963, "eval_steps_per_second": 2.999, "step": 6200 }, { "epoch": 2.24, "grad_norm": 0.2441914677619934, "learning_rate": 2.5207356653443925e-05, "loss": 0.0503, "step": 6225 }, { "epoch": 2.25, "grad_norm": 0.3184777796268463, "learning_rate": 2.490683976439476e-05, "loss": 0.0641, "step": 6250 }, { "epoch": 2.26, "grad_norm": 0.5295473337173462, "learning_rate": 2.4606322875345595e-05, "loss": 0.0453, "step": 6275 }, { "epoch": 2.27, "grad_norm": 0.6061444282531738, "learning_rate": 2.430580598629643e-05, "loss": 0.0446, "step": 6300 }, { "epoch": 2.27, "eval_loss": 0.24466152489185333, "eval_na_accuracy": 0.7938144207000732, "eval_ordinal_accuracy": 0.7141022086143494, "eval_ordinal_mae": 0.34008586406707764, "eval_runtime": 184.0098, "eval_samples_per_second": 24.319, "eval_steps_per_second": 3.043, "step": 6300 }, { "epoch": 2.28, "grad_norm": 0.7771974802017212, "learning_rate": 2.4005289097247265e-05, "loss": 0.0506, "step": 6325 }, { "epoch": 2.29, "grad_norm": 0.48779726028442383, "learning_rate": 2.37047722081981e-05, "loss": 0.0625, "step": 6350 }, { "epoch": 2.3, "grad_norm": 0.5689972639083862, "learning_rate": 2.340425531914894e-05, "loss": 0.0504, "step": 6375 }, { "epoch": 2.31, "grad_norm": 0.35768938064575195, "learning_rate": 2.310373843009977e-05, "loss": 0.0424, "step": 6400 }, { "epoch": 2.31, "eval_loss": 0.24263423681259155, "eval_na_accuracy": 0.8161512017250061, "eval_ordinal_accuracy": 0.7017723917961121, "eval_ordinal_mae": 0.34848281741142273, "eval_runtime": 184.8006, "eval_samples_per_second": 24.215, "eval_steps_per_second": 3.03, "step": 6400 }, { "epoch": 2.32, "grad_norm": 0.28792133927345276, "learning_rate": 2.280322154105061e-05, "loss": 0.0444, "step": 6425 }, { "epoch": 2.33, "grad_norm": 0.5131263136863708, "learning_rate": 2.2502704652001444e-05, "loss": 0.0494, "step": 6450 }, { "epoch": 2.34, "grad_norm": 0.4703335464000702, "learning_rate": 2.220218776295228e-05, "loss": 0.0568, "step": 6475 }, { "epoch": 2.34, "grad_norm": 0.48926159739494324, "learning_rate": 2.1901670873903115e-05, "loss": 0.0386, "step": 6500 }, { "epoch": 2.34, "eval_loss": 0.24884438514709473, "eval_na_accuracy": 0.8127147555351257, "eval_ordinal_accuracy": 0.7123041152954102, "eval_ordinal_mae": 0.33866390585899353, "eval_runtime": 182.7756, "eval_samples_per_second": 24.484, "eval_steps_per_second": 3.064, "step": 6500 }, { "epoch": 2.35, "grad_norm": 0.7936327457427979, "learning_rate": 2.160115398485395e-05, "loss": 0.0553, "step": 6525 }, { "epoch": 2.36, "grad_norm": 0.41186073422431946, "learning_rate": 2.1300637095804785e-05, "loss": 0.0441, "step": 6550 }, { "epoch": 2.37, "grad_norm": 0.7716944813728333, "learning_rate": 2.1000120206755623e-05, "loss": 0.0562, "step": 6575 }, { "epoch": 2.38, "grad_norm": 0.40576568245887756, "learning_rate": 2.0699603317706455e-05, "loss": 0.0736, "step": 6600 }, { "epoch": 2.38, "eval_loss": 0.24542821943759918, "eval_na_accuracy": 0.831615149974823, "eval_ordinal_accuracy": 0.7053686380386353, "eval_ordinal_mae": 0.3381500244140625, "eval_runtime": 188.0054, "eval_samples_per_second": 23.803, "eval_steps_per_second": 2.979, "step": 6600 }, { "epoch": 2.39, "grad_norm": 2.147202968597412, "learning_rate": 2.039908642865729e-05, "loss": 0.0552, "step": 6625 }, { "epoch": 2.4, "grad_norm": 1.0888266563415527, "learning_rate": 2.009856953960813e-05, "loss": 0.0598, "step": 6650 }, { "epoch": 2.41, "grad_norm": 0.6044988036155701, "learning_rate": 1.9798052650558964e-05, "loss": 0.039, "step": 6675 }, { "epoch": 2.42, "grad_norm": 0.5873610973358154, "learning_rate": 1.9497535761509796e-05, "loss": 0.0421, "step": 6700 }, { "epoch": 2.42, "eval_loss": 0.25130367279052734, "eval_na_accuracy": 0.831615149974823, "eval_ordinal_accuracy": 0.712047278881073, "eval_ordinal_mae": 0.3393591046333313, "eval_runtime": 185.2317, "eval_samples_per_second": 24.159, "eval_steps_per_second": 3.023, "step": 6700 }, { "epoch": 2.43, "grad_norm": 0.5890676975250244, "learning_rate": 1.9197018872460634e-05, "loss": 0.0717, "step": 6725 }, { "epoch": 2.43, "grad_norm": 0.3779636025428772, "learning_rate": 1.889650198341147e-05, "loss": 0.0559, "step": 6750 }, { "epoch": 2.44, "grad_norm": 0.38733378052711487, "learning_rate": 1.8595985094362305e-05, "loss": 0.0458, "step": 6775 }, { "epoch": 2.45, "grad_norm": 0.6435078978538513, "learning_rate": 1.829546820531314e-05, "loss": 0.0607, "step": 6800 }, { "epoch": 2.45, "eval_loss": 0.2546432614326477, "eval_na_accuracy": 0.8264604806900024, "eval_ordinal_accuracy": 0.7092216610908508, "eval_ordinal_mae": 0.33696386218070984, "eval_runtime": 185.2223, "eval_samples_per_second": 24.16, "eval_steps_per_second": 3.023, "step": 6800 }, { "epoch": 2.46, "grad_norm": 0.34649285674095154, "learning_rate": 1.7994951316263975e-05, "loss": 0.0459, "step": 6825 }, { "epoch": 2.47, "grad_norm": 0.7860547304153442, "learning_rate": 1.769443442721481e-05, "loss": 0.0483, "step": 6850 }, { "epoch": 2.48, "grad_norm": 0.4681091904640198, "learning_rate": 1.7393917538165645e-05, "loss": 0.0481, "step": 6875 }, { "epoch": 2.49, "grad_norm": 1.788452386856079, "learning_rate": 1.709340064911648e-05, "loss": 0.0517, "step": 6900 }, { "epoch": 2.49, "eval_loss": 0.25944724678993225, "eval_na_accuracy": 0.8298969268798828, "eval_ordinal_accuracy": 0.7081941962242126, "eval_ordinal_mae": 0.3375920057296753, "eval_runtime": 187.8946, "eval_samples_per_second": 23.817, "eval_steps_per_second": 2.98, "step": 6900 }, { "epoch": 2.5, "grad_norm": 0.35276201367378235, "learning_rate": 1.6792883760067316e-05, "loss": 0.0602, "step": 6925 }, { "epoch": 2.51, "grad_norm": 0.607291042804718, "learning_rate": 1.6492366871018154e-05, "loss": 0.0426, "step": 6950 }, { "epoch": 2.52, "grad_norm": 0.29660192131996155, "learning_rate": 1.6191849981968986e-05, "loss": 0.0499, "step": 6975 }, { "epoch": 2.52, "grad_norm": 0.6227554082870483, "learning_rate": 1.589133309291982e-05, "loss": 0.062, "step": 7000 }, { "epoch": 2.52, "eval_loss": 0.2532944679260254, "eval_na_accuracy": 0.8109965920448303, "eval_ordinal_accuracy": 0.710506021976471, "eval_ordinal_mae": 0.33686304092407227, "eval_runtime": 184.4841, "eval_samples_per_second": 24.257, "eval_steps_per_second": 3.035, "step": 7000 }, { "epoch": 2.53, "grad_norm": 0.37592121958732605, "learning_rate": 1.559081620387066e-05, "loss": 0.0529, "step": 7025 }, { "epoch": 2.54, "grad_norm": 0.7044575810432434, "learning_rate": 1.5290299314821495e-05, "loss": 0.0555, "step": 7050 }, { "epoch": 2.55, "grad_norm": 0.47716042399406433, "learning_rate": 1.4989782425772328e-05, "loss": 0.0424, "step": 7075 }, { "epoch": 2.56, "grad_norm": 0.6846262812614441, "learning_rate": 1.4689265536723165e-05, "loss": 0.0664, "step": 7100 }, { "epoch": 2.56, "eval_loss": 0.2534230649471283, "eval_na_accuracy": 0.8024054765701294, "eval_ordinal_accuracy": 0.7184690237045288, "eval_ordinal_mae": 0.33289140462875366, "eval_runtime": 185.2999, "eval_samples_per_second": 24.15, "eval_steps_per_second": 3.022, "step": 7100 }, { "epoch": 2.57, "grad_norm": 0.8216082453727722, "learning_rate": 1.4388748647674e-05, "loss": 0.0481, "step": 7125 }, { "epoch": 2.58, "grad_norm": 0.8088984489440918, "learning_rate": 1.4088231758624834e-05, "loss": 0.0575, "step": 7150 }, { "epoch": 2.59, "grad_norm": 0.7712150812149048, "learning_rate": 1.3787714869575672e-05, "loss": 0.0464, "step": 7175 }, { "epoch": 2.6, "grad_norm": 0.2501738369464874, "learning_rate": 1.3487197980526506e-05, "loss": 0.0389, "step": 7200 }, { "epoch": 2.6, "eval_loss": 0.246970534324646, "eval_na_accuracy": 0.8092783689498901, "eval_ordinal_accuracy": 0.7259182929992676, "eval_ordinal_mae": 0.328827440738678, "eval_runtime": 185.0735, "eval_samples_per_second": 24.18, "eval_steps_per_second": 3.026, "step": 7200 }, { "epoch": 2.61, "grad_norm": 0.6835588216781616, "learning_rate": 1.318668109147734e-05, "loss": 0.0475, "step": 7225 }, { "epoch": 2.61, "grad_norm": 0.5996441841125488, "learning_rate": 1.2886164202428178e-05, "loss": 0.0443, "step": 7250 }, { "epoch": 2.62, "grad_norm": 2.0018677711486816, "learning_rate": 1.2585647313379013e-05, "loss": 0.0425, "step": 7275 }, { "epoch": 2.63, "grad_norm": 0.300843209028244, "learning_rate": 1.2285130424329848e-05, "loss": 0.0671, "step": 7300 }, { "epoch": 2.63, "eval_loss": 0.25160375237464905, "eval_na_accuracy": 0.8041236996650696, "eval_ordinal_accuracy": 0.7159003615379333, "eval_ordinal_mae": 0.3293640613555908, "eval_runtime": 186.9929, "eval_samples_per_second": 23.931, "eval_steps_per_second": 2.995, "step": 7300 }, { "epoch": 2.64, "grad_norm": 0.677975058555603, "learning_rate": 1.1984613535280683e-05, "loss": 0.0438, "step": 7325 }, { "epoch": 2.65, "grad_norm": 0.45172086358070374, "learning_rate": 1.1684096646231518e-05, "loss": 0.0503, "step": 7350 }, { "epoch": 2.66, "grad_norm": 0.8617995381355286, "learning_rate": 1.1383579757182353e-05, "loss": 0.0426, "step": 7375 }, { "epoch": 2.67, "grad_norm": 0.47193852066993713, "learning_rate": 1.108306286813319e-05, "loss": 0.0416, "step": 7400 }, { "epoch": 2.67, "eval_loss": 0.25071558356285095, "eval_na_accuracy": 0.8058419227600098, "eval_ordinal_accuracy": 0.7133316397666931, "eval_ordinal_mae": 0.33067333698272705, "eval_runtime": 187.7549, "eval_samples_per_second": 23.834, "eval_steps_per_second": 2.983, "step": 7400 }, { "epoch": 2.68, "grad_norm": 1.0205371379852295, "learning_rate": 1.0782545979084024e-05, "loss": 0.0495, "step": 7425 }, { "epoch": 2.69, "grad_norm": 0.8885800838470459, "learning_rate": 1.048202909003486e-05, "loss": 0.0407, "step": 7450 }, { "epoch": 2.7, "grad_norm": 0.6127232313156128, "learning_rate": 1.0181512200985696e-05, "loss": 0.0611, "step": 7475 }, { "epoch": 2.7, "grad_norm": 0.7351526021957397, "learning_rate": 9.880995311936533e-06, "loss": 0.0541, "step": 7500 }, { "epoch": 2.7, "eval_loss": 0.25292566418647766, "eval_na_accuracy": 0.8058419227600098, "eval_ordinal_accuracy": 0.71101975440979, "eval_ordinal_mae": 0.335502564907074, "eval_runtime": 185.7438, "eval_samples_per_second": 24.092, "eval_steps_per_second": 3.015, "step": 7500 }, { "epoch": 2.71, "grad_norm": 0.715017557144165, "learning_rate": 9.580478422887366e-06, "loss": 0.0581, "step": 7525 }, { "epoch": 2.72, "grad_norm": 0.2852751910686493, "learning_rate": 9.279961533838203e-06, "loss": 0.0507, "step": 7550 }, { "epoch": 2.73, "grad_norm": 0.5301045775413513, "learning_rate": 8.979444644789038e-06, "loss": 0.0427, "step": 7575 }, { "epoch": 2.74, "grad_norm": 0.3962666094303131, "learning_rate": 8.678927755739873e-06, "loss": 0.0374, "step": 7600 }, { "epoch": 2.74, "eval_loss": 0.2529982626438141, "eval_na_accuracy": 0.8109965920448303, "eval_ordinal_accuracy": 0.7148728370666504, "eval_ordinal_mae": 0.33152100443840027, "eval_runtime": 184.9088, "eval_samples_per_second": 24.201, "eval_steps_per_second": 3.029, "step": 7600 }, { "epoch": 2.75, "grad_norm": 0.5724599957466125, "learning_rate": 8.378410866690708e-06, "loss": 0.0383, "step": 7625 }, { "epoch": 2.76, "grad_norm": 0.6337906718254089, "learning_rate": 8.077893977641545e-06, "loss": 0.0339, "step": 7650 }, { "epoch": 2.77, "grad_norm": 0.645459771156311, "learning_rate": 7.777377088592379e-06, "loss": 0.0485, "step": 7675 }, { "epoch": 2.78, "grad_norm": 5.039384841918945, "learning_rate": 7.476860199543215e-06, "loss": 0.04, "step": 7700 }, { "epoch": 2.78, "eval_loss": 0.2519625723361969, "eval_na_accuracy": 0.80756014585495, "eval_ordinal_accuracy": 0.7166709303855896, "eval_ordinal_mae": 0.32904064655303955, "eval_runtime": 188.802, "eval_samples_per_second": 23.702, "eval_steps_per_second": 2.966, "step": 7700 }, { "epoch": 2.79, "grad_norm": 0.30601269006729126, "learning_rate": 7.176343310494051e-06, "loss": 0.053, "step": 7725 }, { "epoch": 2.79, "grad_norm": 0.6143732070922852, "learning_rate": 6.875826421444885e-06, "loss": 0.0433, "step": 7750 }, { "epoch": 2.8, "grad_norm": 0.5583890080451965, "learning_rate": 6.575309532395721e-06, "loss": 0.0534, "step": 7775 }, { "epoch": 2.81, "grad_norm": 0.5204710960388184, "learning_rate": 6.274792643346557e-06, "loss": 0.0507, "step": 7800 }, { "epoch": 2.81, "eval_loss": 0.2555212676525116, "eval_na_accuracy": 0.8127147555351257, "eval_ordinal_accuracy": 0.710506021976471, "eval_ordinal_mae": 0.3297020196914673, "eval_runtime": 185.0982, "eval_samples_per_second": 24.176, "eval_steps_per_second": 3.025, "step": 7800 }, { "epoch": 2.82, "grad_norm": 0.11941999197006226, "learning_rate": 5.974275754297392e-06, "loss": 0.0392, "step": 7825 }, { "epoch": 2.83, "grad_norm": 0.20734691619873047, "learning_rate": 5.673758865248227e-06, "loss": 0.06, "step": 7850 }, { "epoch": 2.84, "grad_norm": 0.48085981607437134, "learning_rate": 5.373241976199063e-06, "loss": 0.0502, "step": 7875 }, { "epoch": 2.85, "grad_norm": 0.5097972750663757, "learning_rate": 5.072725087149898e-06, "loss": 0.0379, "step": 7900 }, { "epoch": 2.85, "eval_loss": 0.2531285285949707, "eval_na_accuracy": 0.8127147555351257, "eval_ordinal_accuracy": 0.7161571979522705, "eval_ordinal_mae": 0.3273853659629822, "eval_runtime": 183.7697, "eval_samples_per_second": 24.351, "eval_steps_per_second": 3.047, "step": 7900 }, { "epoch": 2.86, "grad_norm": 0.1783066987991333, "learning_rate": 4.7722081981007335e-06, "loss": 0.0455, "step": 7925 }, { "epoch": 2.87, "grad_norm": 0.6303412318229675, "learning_rate": 4.4716913090515695e-06, "loss": 0.0639, "step": 7950 }, { "epoch": 2.88, "grad_norm": 0.7201049327850342, "learning_rate": 4.171174420002405e-06, "loss": 0.0373, "step": 7975 }, { "epoch": 2.88, "grad_norm": 0.31524857878685, "learning_rate": 3.87065753095324e-06, "loss": 0.0736, "step": 8000 }, { "epoch": 2.88, "eval_loss": 0.25256654620170593, "eval_na_accuracy": 0.8195876479148865, "eval_ordinal_accuracy": 0.7164140939712524, "eval_ordinal_mae": 0.3279343843460083, "eval_runtime": 187.2067, "eval_samples_per_second": 23.904, "eval_steps_per_second": 2.991, "step": 8000 }, { "epoch": 2.89, "grad_norm": 0.1482267528772354, "learning_rate": 3.5701406419040754e-06, "loss": 0.0363, "step": 8025 }, { "epoch": 2.9, "grad_norm": 0.6438891887664795, "learning_rate": 3.2696237528549105e-06, "loss": 0.043, "step": 8050 }, { "epoch": 2.91, "grad_norm": 0.5657501816749573, "learning_rate": 2.969106863805746e-06, "loss": 0.0351, "step": 8075 }, { "epoch": 2.92, "grad_norm": 0.35640329122543335, "learning_rate": 2.6685899747565817e-06, "loss": 0.0589, "step": 8100 }, { "epoch": 2.92, "eval_loss": 0.2521790862083435, "eval_na_accuracy": 0.8161512017250061, "eval_ordinal_accuracy": 0.7143591046333313, "eval_ordinal_mae": 0.3267035186290741, "eval_runtime": 185.6368, "eval_samples_per_second": 24.106, "eval_steps_per_second": 3.017, "step": 8100 }, { "epoch": 2.93, "grad_norm": 0.6037762761116028, "learning_rate": 2.368073085707417e-06, "loss": 0.052, "step": 8125 }, { "epoch": 2.94, "grad_norm": 0.5858399868011475, "learning_rate": 2.067556196658252e-06, "loss": 0.043, "step": 8150 }, { "epoch": 2.95, "grad_norm": 0.9954311847686768, "learning_rate": 1.7670393076090878e-06, "loss": 0.0708, "step": 8175 }, { "epoch": 2.96, "grad_norm": 0.448538601398468, "learning_rate": 1.4665224185599232e-06, "loss": 0.0449, "step": 8200 }, { "epoch": 2.96, "eval_loss": 0.252143532037735, "eval_na_accuracy": 0.8161512017250061, "eval_ordinal_accuracy": 0.7148728370666504, "eval_ordinal_mae": 0.3271646499633789, "eval_runtime": 188.3236, "eval_samples_per_second": 23.762, "eval_steps_per_second": 2.974, "step": 8200 }, { "epoch": 2.97, "grad_norm": 0.3916318416595459, "learning_rate": 1.1660055295107585e-06, "loss": 0.0519, "step": 8225 }, { "epoch": 2.98, "grad_norm": 0.7591487765312195, "learning_rate": 8.654886404615941e-07, "loss": 0.0447, "step": 8250 }, { "epoch": 2.98, "grad_norm": 0.33720019459724426, "learning_rate": 5.649717514124295e-07, "loss": 0.0486, "step": 8275 }, { "epoch": 2.99, "grad_norm": 0.5342977046966553, "learning_rate": 2.644548623632648e-07, "loss": 0.0498, "step": 8300 }, { "epoch": 2.99, "eval_loss": 0.2520281970500946, "eval_na_accuracy": 0.8144329786300659, "eval_ordinal_accuracy": 0.7166709303855896, "eval_ordinal_mae": 0.3264659643173218, "eval_runtime": 186.96, "eval_samples_per_second": 23.936, "eval_steps_per_second": 2.995, "step": 8300 }, { "epoch": 3.0, "step": 8319, "total_flos": 1.0314863567841853e+19, "train_loss": 0.13915026724546314, "train_runtime": 27077.9759, "train_samples_per_second": 4.916, "train_steps_per_second": 0.307 } ], "logging_steps": 25, "max_steps": 8319, "num_input_tokens_seen": 0, "num_train_epochs": 3, "save_steps": 100, "total_flos": 1.0314863567841853e+19, "train_batch_size": 16, "trial_name": null, "trial_params": null }