diff --git "a/trainer_state.json" "b/trainer_state.json" new file mode 100644--- /dev/null +++ "b/trainer_state.json" @@ -0,0 +1,5334 @@ +{ + "best_metric": 4.475473880767822, + "best_model_checkpoint": "bert_tiny_lda_50_v1_book/checkpoint-350000", + "epoch": 25.0, + "eval_steps": 10000, + "global_step": 355850, + "is_hyper_param_search": false, + "is_local_process_zero": true, + "is_world_process_zero": true, + "log_history": [ + { + "epoch": 0.0351271603203597, + "grad_norm": 2.40334153175354, + "learning_rate": 5e-06, + "loss": 13.4934, + "step": 500 + }, + { + "epoch": 0.0702543206407194, + "grad_norm": 0.9581671953201294, + "learning_rate": 1e-05, + "loss": 11.3759, + "step": 1000 + }, + { + "epoch": 0.1053814809610791, + "grad_norm": 0.6576395034790039, + "learning_rate": 1.5e-05, + "loss": 10.1407, + "step": 1500 + }, + { + "epoch": 0.1405086412814388, + "grad_norm": 0.5959604382514954, + "learning_rate": 2e-05, + "loss": 9.9392, + "step": 2000 + }, + { + "epoch": 0.1756358016017985, + "grad_norm": 0.6270022392272949, + "learning_rate": 2.5e-05, + "loss": 9.848, + "step": 2500 + }, + { + "epoch": 0.2107629619221582, + "grad_norm": 0.7302377223968506, + "learning_rate": 3e-05, + "loss": 9.7871, + "step": 3000 + }, + { + "epoch": 0.2458901222425179, + "grad_norm": 0.6443547010421753, + "learning_rate": 3.5e-05, + "loss": 9.7484, + "step": 3500 + }, + { + "epoch": 0.2810172825628776, + "grad_norm": 0.6018112301826477, + "learning_rate": 4e-05, + "loss": 9.7174, + "step": 4000 + }, + { + "epoch": 0.31614444288323734, + "grad_norm": 0.6648190021514893, + "learning_rate": 4.5e-05, + "loss": 9.691, + "step": 4500 + }, + { + "epoch": 0.351271603203597, + "grad_norm": 0.5837637186050415, + "learning_rate": 5e-05, + "loss": 9.669, + "step": 5000 + }, + { + "epoch": 0.38639876352395675, + "grad_norm": 0.6552785038948059, + "learning_rate": 5.500000000000001e-05, + "loss": 9.6451, + "step": 5500 + }, + { + "epoch": 0.4215259238443164, + "grad_norm": 0.5583786368370056, + "learning_rate": 6e-05, + "loss": 9.6335, + "step": 6000 + }, + { + "epoch": 0.45665308416467615, + "grad_norm": 0.5866196751594543, + "learning_rate": 6.500000000000001e-05, + "loss": 9.6176, + "step": 6500 + }, + { + "epoch": 0.4917802444850358, + "grad_norm": 0.6038596630096436, + "learning_rate": 7e-05, + "loss": 9.607, + "step": 7000 + }, + { + "epoch": 0.5269074048053956, + "grad_norm": 0.6006375551223755, + "learning_rate": 7.500000000000001e-05, + "loss": 9.5937, + "step": 7500 + }, + { + "epoch": 0.5620345651257552, + "grad_norm": 0.7146994471549988, + "learning_rate": 8e-05, + "loss": 9.5818, + "step": 8000 + }, + { + "epoch": 0.5971617254461149, + "grad_norm": 0.5217270851135254, + "learning_rate": 8.5e-05, + "loss": 9.5715, + "step": 8500 + }, + { + "epoch": 0.6322888857664747, + "grad_norm": 0.9519511461257935, + "learning_rate": 9e-05, + "loss": 9.5605, + "step": 9000 + }, + { + "epoch": 0.6674160460868344, + "grad_norm": 0.5103440284729004, + "learning_rate": 9.5e-05, + "loss": 9.5559, + "step": 9500 + }, + { + "epoch": 0.702543206407194, + "grad_norm": 0.5671107172966003, + "learning_rate": 0.0001, + "loss": 9.5487, + "step": 10000 + }, + { + "epoch": 0.702543206407194, + "eval_accuracy": 0.16431585271721819, + "eval_loss": 9.386157989501953, + "eval_runtime": 124.5623, + "eval_samples_per_second": 969.041, + "eval_steps_per_second": 6.061, + "step": 10000 + }, + { + "epoch": 0.7376703667275537, + "grad_norm": 0.5918739438056946, + "learning_rate": 9.985542865404077e-05, + "loss": 9.5338, + "step": 10500 + }, + { + "epoch": 0.7727975270479135, + "grad_norm": 0.6293185949325562, + "learning_rate": 9.971085730808155e-05, + "loss": 9.5028, + "step": 11000 + }, + { + "epoch": 0.8079246873682732, + "grad_norm": 0.5953327417373657, + "learning_rate": 9.956628596212231e-05, + "loss": 9.4615, + "step": 11500 + }, + { + "epoch": 0.8430518476886328, + "grad_norm": 0.7317783832550049, + "learning_rate": 9.942171461616309e-05, + "loss": 9.3984, + "step": 12000 + }, + { + "epoch": 0.8781790080089925, + "grad_norm": 0.9626119136810303, + "learning_rate": 9.927714327020385e-05, + "loss": 9.2707, + "step": 12500 + }, + { + "epoch": 0.9133061683293523, + "grad_norm": 1.1582441329956055, + "learning_rate": 9.913257192424462e-05, + "loss": 9.1004, + "step": 13000 + }, + { + "epoch": 0.948433328649712, + "grad_norm": 1.7291252613067627, + "learning_rate": 9.89880005782854e-05, + "loss": 8.8314, + "step": 13500 + }, + { + "epoch": 0.9835604889700716, + "grad_norm": 2.173393964767456, + "learning_rate": 9.884342923232616e-05, + "loss": 8.3401, + "step": 14000 + }, + { + "epoch": 1.0186876492904313, + "grad_norm": 3.0057594776153564, + "learning_rate": 9.869885788636692e-05, + "loss": 8.0003, + "step": 14500 + }, + { + "epoch": 1.053814809610791, + "grad_norm": 2.066540479660034, + "learning_rate": 9.855428654040769e-05, + "loss": 7.7386, + "step": 15000 + }, + { + "epoch": 1.0889419699311507, + "grad_norm": 2.1406211853027344, + "learning_rate": 9.840971519444846e-05, + "loss": 7.4399, + "step": 15500 + }, + { + "epoch": 1.1240691302515105, + "grad_norm": 1.7433831691741943, + "learning_rate": 9.826514384848924e-05, + "loss": 7.2149, + "step": 16000 + }, + { + "epoch": 1.1591962905718702, + "grad_norm": 1.8667043447494507, + "learning_rate": 9.812057250253e-05, + "loss": 7.0522, + "step": 16500 + }, + { + "epoch": 1.1943234508922298, + "grad_norm": 1.668195366859436, + "learning_rate": 9.797600115657077e-05, + "loss": 6.9198, + "step": 17000 + }, + { + "epoch": 1.2294506112125896, + "grad_norm": 1.7096377611160278, + "learning_rate": 9.783142981061155e-05, + "loss": 6.807, + "step": 17500 + }, + { + "epoch": 1.2645777715329491, + "grad_norm": 1.5724433660507202, + "learning_rate": 9.768685846465231e-05, + "loss": 6.7254, + "step": 18000 + }, + { + "epoch": 1.299704931853309, + "grad_norm": 1.721472978591919, + "learning_rate": 9.754228711869307e-05, + "loss": 6.6404, + "step": 18500 + }, + { + "epoch": 1.3348320921736687, + "grad_norm": 1.5330699682235718, + "learning_rate": 9.739771577273384e-05, + "loss": 6.5817, + "step": 19000 + }, + { + "epoch": 1.3699592524940285, + "grad_norm": 1.552282452583313, + "learning_rate": 9.725314442677463e-05, + "loss": 6.5258, + "step": 19500 + }, + { + "epoch": 1.405086412814388, + "grad_norm": 1.527437448501587, + "learning_rate": 9.71085730808154e-05, + "loss": 6.4629, + "step": 20000 + }, + { + "epoch": 1.405086412814388, + "eval_accuracy": 0.4932245270787259, + "eval_loss": 5.999148368835449, + "eval_runtime": 125.0428, + "eval_samples_per_second": 965.318, + "eval_steps_per_second": 6.038, + "step": 20000 + }, + { + "epoch": 1.4402135731347478, + "grad_norm": 1.5886305570602417, + "learning_rate": 9.696400173485616e-05, + "loss": 6.4097, + "step": 20500 + }, + { + "epoch": 1.4753407334551074, + "grad_norm": 1.415772557258606, + "learning_rate": 9.681943038889692e-05, + "loss": 6.3632, + "step": 21000 + }, + { + "epoch": 1.5104678937754672, + "grad_norm": 1.4513144493103027, + "learning_rate": 9.66748590429377e-05, + "loss": 6.3156, + "step": 21500 + }, + { + "epoch": 1.545595054095827, + "grad_norm": 1.352752923965454, + "learning_rate": 9.653028769697846e-05, + "loss": 6.2674, + "step": 22000 + }, + { + "epoch": 1.5807222144161865, + "grad_norm": 1.3439993858337402, + "learning_rate": 9.638571635101923e-05, + "loss": 6.2332, + "step": 22500 + }, + { + "epoch": 1.6158493747365463, + "grad_norm": 1.3796255588531494, + "learning_rate": 9.624114500506e-05, + "loss": 6.1972, + "step": 23000 + }, + { + "epoch": 1.650976535056906, + "grad_norm": 1.277636170387268, + "learning_rate": 9.609657365910077e-05, + "loss": 6.1648, + "step": 23500 + }, + { + "epoch": 1.6861036953772657, + "grad_norm": 1.309707760810852, + "learning_rate": 9.595200231314155e-05, + "loss": 6.1311, + "step": 24000 + }, + { + "epoch": 1.7212308556976255, + "grad_norm": 1.3859153985977173, + "learning_rate": 9.580743096718231e-05, + "loss": 6.1035, + "step": 24500 + }, + { + "epoch": 1.7563580160179852, + "grad_norm": 1.31857430934906, + "learning_rate": 9.566285962122307e-05, + "loss": 6.0761, + "step": 25000 + }, + { + "epoch": 1.7914851763383448, + "grad_norm": 1.3341494798660278, + "learning_rate": 9.551828827526385e-05, + "loss": 6.0495, + "step": 25500 + }, + { + "epoch": 1.8266123366587044, + "grad_norm": 1.2407506704330444, + "learning_rate": 9.537371692930462e-05, + "loss": 6.0213, + "step": 26000 + }, + { + "epoch": 1.8617394969790642, + "grad_norm": 1.2589643001556396, + "learning_rate": 9.522914558334538e-05, + "loss": 5.9932, + "step": 26500 + }, + { + "epoch": 1.896866657299424, + "grad_norm": 1.2918974161148071, + "learning_rate": 9.508457423738616e-05, + "loss": 5.9701, + "step": 27000 + }, + { + "epoch": 1.9319938176197837, + "grad_norm": 1.3162486553192139, + "learning_rate": 9.494000289142692e-05, + "loss": 5.9439, + "step": 27500 + }, + { + "epoch": 1.9671209779401433, + "grad_norm": 1.336181640625, + "learning_rate": 9.47954315454677e-05, + "loss": 5.9207, + "step": 28000 + }, + { + "epoch": 2.002248138260503, + "grad_norm": 1.2838622331619263, + "learning_rate": 9.465086019950846e-05, + "loss": 5.9056, + "step": 28500 + }, + { + "epoch": 2.0373752985808626, + "grad_norm": 1.3492305278778076, + "learning_rate": 9.450628885354923e-05, + "loss": 5.8753, + "step": 29000 + }, + { + "epoch": 2.0725024589012224, + "grad_norm": 1.2521207332611084, + "learning_rate": 9.436171750758999e-05, + "loss": 5.8571, + "step": 29500 + }, + { + "epoch": 2.107629619221582, + "grad_norm": 1.2759764194488525, + "learning_rate": 9.421714616163077e-05, + "loss": 5.845, + "step": 30000 + }, + { + "epoch": 2.107629619221582, + "eval_accuracy": 0.5586971077379357, + "eval_loss": 5.438508987426758, + "eval_runtime": 124.1856, + "eval_samples_per_second": 971.981, + "eval_steps_per_second": 6.08, + "step": 30000 + }, + { + "epoch": 2.142756779541942, + "grad_norm": 1.2237348556518555, + "learning_rate": 9.407257481567155e-05, + "loss": 5.8244, + "step": 30500 + }, + { + "epoch": 2.1778839398623013, + "grad_norm": 1.2119154930114746, + "learning_rate": 9.392800346971231e-05, + "loss": 5.8055, + "step": 31000 + }, + { + "epoch": 2.213011100182661, + "grad_norm": 1.2271583080291748, + "learning_rate": 9.378343212375307e-05, + "loss": 5.7932, + "step": 31500 + }, + { + "epoch": 2.248138260503021, + "grad_norm": 1.226678490638733, + "learning_rate": 9.363886077779385e-05, + "loss": 5.7755, + "step": 32000 + }, + { + "epoch": 2.2832654208233807, + "grad_norm": 1.1767781972885132, + "learning_rate": 9.349428943183462e-05, + "loss": 5.7616, + "step": 32500 + }, + { + "epoch": 2.3183925811437405, + "grad_norm": 1.2638683319091797, + "learning_rate": 9.334971808587538e-05, + "loss": 5.7425, + "step": 33000 + }, + { + "epoch": 2.3535197414641003, + "grad_norm": 1.2280012369155884, + "learning_rate": 9.320514673991614e-05, + "loss": 5.7277, + "step": 33500 + }, + { + "epoch": 2.3886469017844596, + "grad_norm": 1.2539173364639282, + "learning_rate": 9.306057539395692e-05, + "loss": 5.7162, + "step": 34000 + }, + { + "epoch": 2.4237740621048194, + "grad_norm": 1.2175486087799072, + "learning_rate": 9.29160040479977e-05, + "loss": 5.6991, + "step": 34500 + }, + { + "epoch": 2.458901222425179, + "grad_norm": 1.3080875873565674, + "learning_rate": 9.277143270203846e-05, + "loss": 5.6867, + "step": 35000 + }, + { + "epoch": 2.494028382745539, + "grad_norm": 1.1766318082809448, + "learning_rate": 9.262686135607923e-05, + "loss": 5.673, + "step": 35500 + }, + { + "epoch": 2.5291555430658983, + "grad_norm": 1.175809383392334, + "learning_rate": 9.248229001012e-05, + "loss": 5.6597, + "step": 36000 + }, + { + "epoch": 2.564282703386258, + "grad_norm": 1.2161694765090942, + "learning_rate": 9.233771866416077e-05, + "loss": 5.646, + "step": 36500 + }, + { + "epoch": 2.599409863706618, + "grad_norm": 1.2190661430358887, + "learning_rate": 9.219314731820153e-05, + "loss": 5.6334, + "step": 37000 + }, + { + "epoch": 2.6345370240269776, + "grad_norm": 1.2153582572937012, + "learning_rate": 9.20485759722423e-05, + "loss": 5.6221, + "step": 37500 + }, + { + "epoch": 2.6696641843473374, + "grad_norm": 1.2843390703201294, + "learning_rate": 9.190400462628307e-05, + "loss": 5.6106, + "step": 38000 + }, + { + "epoch": 2.704791344667697, + "grad_norm": 1.147096872329712, + "learning_rate": 9.175943328032385e-05, + "loss": 5.5993, + "step": 38500 + }, + { + "epoch": 2.739918504988057, + "grad_norm": 1.1578583717346191, + "learning_rate": 9.161486193436461e-05, + "loss": 5.5856, + "step": 39000 + }, + { + "epoch": 2.7750456653084163, + "grad_norm": 1.215349793434143, + "learning_rate": 9.147029058840538e-05, + "loss": 5.5779, + "step": 39500 + }, + { + "epoch": 2.810172825628776, + "grad_norm": 1.2331188917160034, + "learning_rate": 9.132571924244616e-05, + "loss": 5.564, + "step": 40000 + }, + { + "epoch": 2.810172825628776, + "eval_accuracy": 0.5911347016336529, + "eval_loss": 5.186133861541748, + "eval_runtime": 124.8191, + "eval_samples_per_second": 967.047, + "eval_steps_per_second": 6.049, + "step": 40000 + }, + { + "epoch": 2.845299985949136, + "grad_norm": 1.2439841032028198, + "learning_rate": 9.118114789648692e-05, + "loss": 5.55, + "step": 40500 + }, + { + "epoch": 2.8804271462694957, + "grad_norm": 1.2326741218566895, + "learning_rate": 9.103657655052768e-05, + "loss": 5.5416, + "step": 41000 + }, + { + "epoch": 2.915554306589855, + "grad_norm": 1.1872031688690186, + "learning_rate": 9.089200520456845e-05, + "loss": 5.5325, + "step": 41500 + }, + { + "epoch": 2.950681466910215, + "grad_norm": 1.2260159254074097, + "learning_rate": 9.074743385860923e-05, + "loss": 5.5263, + "step": 42000 + }, + { + "epoch": 2.9858086272305746, + "grad_norm": 1.231950283050537, + "learning_rate": 9.060286251265e-05, + "loss": 5.5162, + "step": 42500 + }, + { + "epoch": 3.0209357875509344, + "grad_norm": 1.2354462146759033, + "learning_rate": 9.045829116669077e-05, + "loss": 5.4962, + "step": 43000 + }, + { + "epoch": 3.056062947871294, + "grad_norm": 1.1429723501205444, + "learning_rate": 9.031371982073153e-05, + "loss": 5.4938, + "step": 43500 + }, + { + "epoch": 3.091190108191654, + "grad_norm": 1.156050443649292, + "learning_rate": 9.016914847477231e-05, + "loss": 5.4874, + "step": 44000 + }, + { + "epoch": 3.1263172685120133, + "grad_norm": 1.219225287437439, + "learning_rate": 9.002457712881307e-05, + "loss": 5.4773, + "step": 44500 + }, + { + "epoch": 3.161444428832373, + "grad_norm": 1.2014859914779663, + "learning_rate": 8.988000578285384e-05, + "loss": 5.4706, + "step": 45000 + }, + { + "epoch": 3.196571589152733, + "grad_norm": 1.1764975786209106, + "learning_rate": 8.973543443689461e-05, + "loss": 5.4602, + "step": 45500 + }, + { + "epoch": 3.2316987494730927, + "grad_norm": 1.1808688640594482, + "learning_rate": 8.959086309093538e-05, + "loss": 5.4557, + "step": 46000 + }, + { + "epoch": 3.2668259097934524, + "grad_norm": 1.1370998620986938, + "learning_rate": 8.944629174497616e-05, + "loss": 5.4478, + "step": 46500 + }, + { + "epoch": 3.301953070113812, + "grad_norm": 1.1912189722061157, + "learning_rate": 8.930172039901692e-05, + "loss": 5.4389, + "step": 47000 + }, + { + "epoch": 3.3370802304341716, + "grad_norm": 1.1792778968811035, + "learning_rate": 8.915714905305768e-05, + "loss": 5.4314, + "step": 47500 + }, + { + "epoch": 3.3722073907545314, + "grad_norm": 1.1954056024551392, + "learning_rate": 8.901257770709845e-05, + "loss": 5.4261, + "step": 48000 + }, + { + "epoch": 3.407334551074891, + "grad_norm": 1.1304168701171875, + "learning_rate": 8.886800636113923e-05, + "loss": 5.4172, + "step": 48500 + }, + { + "epoch": 3.442461711395251, + "grad_norm": 1.199284315109253, + "learning_rate": 8.872343501518e-05, + "loss": 5.4098, + "step": 49000 + }, + { + "epoch": 3.4775888717156107, + "grad_norm": 1.169266939163208, + "learning_rate": 8.857886366922077e-05, + "loss": 5.4032, + "step": 49500 + }, + { + "epoch": 3.51271603203597, + "grad_norm": 1.151167631149292, + "learning_rate": 8.843429232326153e-05, + "loss": 5.4009, + "step": 50000 + }, + { + "epoch": 3.51271603203597, + "eval_accuracy": 0.6106977696928932, + "eval_loss": 5.036365509033203, + "eval_runtime": 125.4036, + "eval_samples_per_second": 962.54, + "eval_steps_per_second": 6.021, + "step": 50000 + }, + { + "epoch": 3.54784319235633, + "grad_norm": 1.2317692041397095, + "learning_rate": 8.828972097730231e-05, + "loss": 5.3944, + "step": 50500 + }, + { + "epoch": 3.5829703526766896, + "grad_norm": 1.2115331888198853, + "learning_rate": 8.814514963134307e-05, + "loss": 5.3848, + "step": 51000 + }, + { + "epoch": 3.6180975129970494, + "grad_norm": 1.1387019157409668, + "learning_rate": 8.800057828538384e-05, + "loss": 5.3839, + "step": 51500 + }, + { + "epoch": 3.6532246733174087, + "grad_norm": 1.2434635162353516, + "learning_rate": 8.78560069394246e-05, + "loss": 5.3758, + "step": 52000 + }, + { + "epoch": 3.6883518336377685, + "grad_norm": 1.2112048864364624, + "learning_rate": 8.771143559346538e-05, + "loss": 5.3677, + "step": 52500 + }, + { + "epoch": 3.7234789939581283, + "grad_norm": 1.1720407009124756, + "learning_rate": 8.756686424750616e-05, + "loss": 5.3654, + "step": 53000 + }, + { + "epoch": 3.758606154278488, + "grad_norm": 1.2057770490646362, + "learning_rate": 8.742229290154692e-05, + "loss": 5.3604, + "step": 53500 + }, + { + "epoch": 3.793733314598848, + "grad_norm": 1.1396489143371582, + "learning_rate": 8.727772155558768e-05, + "loss": 5.3494, + "step": 54000 + }, + { + "epoch": 3.8288604749192077, + "grad_norm": 1.1905720233917236, + "learning_rate": 8.713315020962846e-05, + "loss": 5.35, + "step": 54500 + }, + { + "epoch": 3.8639876352395675, + "grad_norm": 1.1290558576583862, + "learning_rate": 8.698857886366923e-05, + "loss": 5.3396, + "step": 55000 + }, + { + "epoch": 3.899114795559927, + "grad_norm": 1.1912096738815308, + "learning_rate": 8.684400751770999e-05, + "loss": 5.3341, + "step": 55500 + }, + { + "epoch": 3.9342419558802866, + "grad_norm": 1.08969247341156, + "learning_rate": 8.669943617175075e-05, + "loss": 5.3302, + "step": 56000 + }, + { + "epoch": 3.9693691162006464, + "grad_norm": 1.213199257850647, + "learning_rate": 8.655486482579153e-05, + "loss": 5.3272, + "step": 56500 + }, + { + "epoch": 4.004496276521006, + "grad_norm": 1.1836055517196655, + "learning_rate": 8.641029347983231e-05, + "loss": 5.3178, + "step": 57000 + }, + { + "epoch": 4.0396234368413655, + "grad_norm": 1.1996716260910034, + "learning_rate": 8.626572213387307e-05, + "loss": 5.3077, + "step": 57500 + }, + { + "epoch": 4.074750597161725, + "grad_norm": 1.167160153388977, + "learning_rate": 8.612115078791384e-05, + "loss": 5.3063, + "step": 58000 + }, + { + "epoch": 4.109877757482085, + "grad_norm": 1.1981871128082275, + "learning_rate": 8.597657944195461e-05, + "loss": 5.3014, + "step": 58500 + }, + { + "epoch": 4.145004917802445, + "grad_norm": 1.1067780256271362, + "learning_rate": 8.583200809599538e-05, + "loss": 5.2962, + "step": 59000 + }, + { + "epoch": 4.180132078122805, + "grad_norm": 1.1463693380355835, + "learning_rate": 8.568743675003614e-05, + "loss": 5.2952, + "step": 59500 + }, + { + "epoch": 4.215259238443164, + "grad_norm": 1.1945289373397827, + "learning_rate": 8.55428654040769e-05, + "loss": 5.2879, + "step": 60000 + }, + { + "epoch": 4.215259238443164, + "eval_accuracy": 0.6220534115425067, + "eval_loss": 4.9377336502075195, + "eval_runtime": 125.3777, + "eval_samples_per_second": 962.739, + "eval_steps_per_second": 6.022, + "step": 60000 + }, + { + "epoch": 4.250386398763524, + "grad_norm": 1.2011545896530151, + "learning_rate": 8.539829405811768e-05, + "loss": 5.2879, + "step": 60500 + }, + { + "epoch": 4.285513559083884, + "grad_norm": 1.1138263940811157, + "learning_rate": 8.525372271215846e-05, + "loss": 5.2791, + "step": 61000 + }, + { + "epoch": 4.320640719404244, + "grad_norm": 1.1305272579193115, + "learning_rate": 8.510915136619923e-05, + "loss": 5.2726, + "step": 61500 + }, + { + "epoch": 4.355767879724603, + "grad_norm": 1.1887916326522827, + "learning_rate": 8.496458002023999e-05, + "loss": 5.2701, + "step": 62000 + }, + { + "epoch": 4.3908950400449624, + "grad_norm": 1.1760022640228271, + "learning_rate": 8.482000867428075e-05, + "loss": 5.2705, + "step": 62500 + }, + { + "epoch": 4.426022200365322, + "grad_norm": 1.2318981885910034, + "learning_rate": 8.467543732832153e-05, + "loss": 5.2659, + "step": 63000 + }, + { + "epoch": 4.461149360685682, + "grad_norm": 1.2214834690093994, + "learning_rate": 8.45308659823623e-05, + "loss": 5.2574, + "step": 63500 + }, + { + "epoch": 4.496276521006042, + "grad_norm": 1.16779625415802, + "learning_rate": 8.438629463640307e-05, + "loss": 5.2546, + "step": 64000 + }, + { + "epoch": 4.531403681326402, + "grad_norm": 1.2083040475845337, + "learning_rate": 8.424172329044384e-05, + "loss": 5.2484, + "step": 64500 + }, + { + "epoch": 4.566530841646761, + "grad_norm": 1.1498740911483765, + "learning_rate": 8.409715194448461e-05, + "loss": 5.2444, + "step": 65000 + }, + { + "epoch": 4.601658001967121, + "grad_norm": 1.1557725667953491, + "learning_rate": 8.395258059852538e-05, + "loss": 5.2407, + "step": 65500 + }, + { + "epoch": 4.636785162287481, + "grad_norm": 1.2024227380752563, + "learning_rate": 8.380800925256614e-05, + "loss": 5.2348, + "step": 66000 + }, + { + "epoch": 4.671912322607841, + "grad_norm": 1.1286647319793701, + "learning_rate": 8.36634379066069e-05, + "loss": 5.234, + "step": 66500 + }, + { + "epoch": 4.7070394829282005, + "grad_norm": 1.170233130455017, + "learning_rate": 8.351886656064768e-05, + "loss": 5.226, + "step": 67000 + }, + { + "epoch": 4.742166643248559, + "grad_norm": 1.29181969165802, + "learning_rate": 8.337429521468846e-05, + "loss": 5.2242, + "step": 67500 + }, + { + "epoch": 4.777293803568919, + "grad_norm": 1.2092469930648804, + "learning_rate": 8.322972386872923e-05, + "loss": 5.2207, + "step": 68000 + }, + { + "epoch": 4.812420963889279, + "grad_norm": 1.2143335342407227, + "learning_rate": 8.308515252276999e-05, + "loss": 5.2183, + "step": 68500 + }, + { + "epoch": 4.847548124209639, + "grad_norm": 1.159454345703125, + "learning_rate": 8.294058117681077e-05, + "loss": 5.2092, + "step": 69000 + }, + { + "epoch": 4.8826752845299985, + "grad_norm": 1.3042088747024536, + "learning_rate": 8.279600983085153e-05, + "loss": 5.2089, + "step": 69500 + }, + { + "epoch": 4.917802444850358, + "grad_norm": 1.2692782878875732, + "learning_rate": 8.26514384848923e-05, + "loss": 5.2055, + "step": 70000 + }, + { + "epoch": 4.917802444850358, + "eval_accuracy": 0.6305966975078529, + "eval_loss": 4.848171234130859, + "eval_runtime": 125.6729, + "eval_samples_per_second": 960.478, + "eval_steps_per_second": 6.008, + "step": 70000 + }, + { + "epoch": 4.952929605170718, + "grad_norm": 1.1479058265686035, + "learning_rate": 8.250686713893306e-05, + "loss": 5.2027, + "step": 70500 + }, + { + "epoch": 4.988056765491078, + "grad_norm": 1.2258899211883545, + "learning_rate": 8.236229579297384e-05, + "loss": 5.196, + "step": 71000 + }, + { + "epoch": 5.023183925811438, + "grad_norm": 1.182870626449585, + "learning_rate": 8.221772444701461e-05, + "loss": 5.1946, + "step": 71500 + }, + { + "epoch": 5.0583110861317975, + "grad_norm": 1.2557169198989868, + "learning_rate": 8.207315310105538e-05, + "loss": 5.1844, + "step": 72000 + }, + { + "epoch": 5.093438246452157, + "grad_norm": 1.2197999954223633, + "learning_rate": 8.192858175509614e-05, + "loss": 5.1802, + "step": 72500 + }, + { + "epoch": 5.128565406772516, + "grad_norm": 1.1851375102996826, + "learning_rate": 8.178401040913692e-05, + "loss": 5.1774, + "step": 73000 + }, + { + "epoch": 5.163692567092876, + "grad_norm": 1.2506704330444336, + "learning_rate": 8.163943906317768e-05, + "loss": 5.1752, + "step": 73500 + }, + { + "epoch": 5.198819727413236, + "grad_norm": 1.2497591972351074, + "learning_rate": 8.149486771721845e-05, + "loss": 5.1693, + "step": 74000 + }, + { + "epoch": 5.2339468877335955, + "grad_norm": 1.2156429290771484, + "learning_rate": 8.135029637125921e-05, + "loss": 5.173, + "step": 74500 + }, + { + "epoch": 5.269074048053955, + "grad_norm": 1.1860578060150146, + "learning_rate": 8.120572502529999e-05, + "loss": 5.1676, + "step": 75000 + }, + { + "epoch": 5.304201208374315, + "grad_norm": 1.195095419883728, + "learning_rate": 8.106115367934077e-05, + "loss": 5.1644, + "step": 75500 + }, + { + "epoch": 5.339328368694675, + "grad_norm": 1.236399531364441, + "learning_rate": 8.091658233338153e-05, + "loss": 5.1609, + "step": 76000 + }, + { + "epoch": 5.374455529015035, + "grad_norm": 1.1603856086730957, + "learning_rate": 8.07720109874223e-05, + "loss": 5.1573, + "step": 76500 + }, + { + "epoch": 5.409582689335394, + "grad_norm": 1.2362587451934814, + "learning_rate": 8.062743964146306e-05, + "loss": 5.153, + "step": 77000 + }, + { + "epoch": 5.444709849655754, + "grad_norm": 1.2191047668457031, + "learning_rate": 8.048286829550384e-05, + "loss": 5.1474, + "step": 77500 + }, + { + "epoch": 5.479837009976113, + "grad_norm": 1.2990015745162964, + "learning_rate": 8.03382969495446e-05, + "loss": 5.148, + "step": 78000 + }, + { + "epoch": 5.514964170296473, + "grad_norm": 1.244593858718872, + "learning_rate": 8.019372560358536e-05, + "loss": 5.1456, + "step": 78500 + }, + { + "epoch": 5.550091330616833, + "grad_norm": 1.2601698637008667, + "learning_rate": 8.004915425762614e-05, + "loss": 5.1423, + "step": 79000 + }, + { + "epoch": 5.5852184909371925, + "grad_norm": 1.245548963546753, + "learning_rate": 7.990458291166692e-05, + "loss": 5.141, + "step": 79500 + }, + { + "epoch": 5.620345651257552, + "grad_norm": 1.22415292263031, + "learning_rate": 7.976001156570768e-05, + "loss": 5.1368, + "step": 80000 + }, + { + "epoch": 5.620345651257552, + "eval_accuracy": 0.63645054842254, + "eval_loss": 4.786564350128174, + "eval_runtime": 125.4195, + "eval_samples_per_second": 962.418, + "eval_steps_per_second": 6.02, + "step": 80000 + }, + { + "epoch": 5.655472811577912, + "grad_norm": 1.2277495861053467, + "learning_rate": 7.961544021974845e-05, + "loss": 5.1324, + "step": 80500 + }, + { + "epoch": 5.690599971898272, + "grad_norm": 1.1786996126174927, + "learning_rate": 7.947086887378921e-05, + "loss": 5.1379, + "step": 81000 + }, + { + "epoch": 5.725727132218632, + "grad_norm": 1.2532355785369873, + "learning_rate": 7.932629752782999e-05, + "loss": 5.1321, + "step": 81500 + }, + { + "epoch": 5.760854292538991, + "grad_norm": 1.3051321506500244, + "learning_rate": 7.918172618187075e-05, + "loss": 5.1261, + "step": 82000 + }, + { + "epoch": 5.795981452859351, + "grad_norm": 1.1728847026824951, + "learning_rate": 7.903715483591153e-05, + "loss": 5.1279, + "step": 82500 + }, + { + "epoch": 5.83110861317971, + "grad_norm": 1.1523922681808472, + "learning_rate": 7.88925834899523e-05, + "loss": 5.1246, + "step": 83000 + }, + { + "epoch": 5.866235773500071, + "grad_norm": 1.3072059154510498, + "learning_rate": 7.874801214399307e-05, + "loss": 5.1203, + "step": 83500 + }, + { + "epoch": 5.90136293382043, + "grad_norm": 1.197030782699585, + "learning_rate": 7.860344079803384e-05, + "loss": 5.119, + "step": 84000 + }, + { + "epoch": 5.936490094140789, + "grad_norm": 1.2470386028289795, + "learning_rate": 7.84588694520746e-05, + "loss": 5.1162, + "step": 84500 + }, + { + "epoch": 5.971617254461149, + "grad_norm": 1.2944002151489258, + "learning_rate": 7.831429810611536e-05, + "loss": 5.114, + "step": 85000 + }, + { + "epoch": 6.006744414781509, + "grad_norm": 1.2087780237197876, + "learning_rate": 7.816972676015614e-05, + "loss": 5.1122, + "step": 85500 + }, + { + "epoch": 6.041871575101869, + "grad_norm": 1.2677130699157715, + "learning_rate": 7.802515541419692e-05, + "loss": 5.1059, + "step": 86000 + }, + { + "epoch": 6.076998735422229, + "grad_norm": 1.1628944873809814, + "learning_rate": 7.788058406823768e-05, + "loss": 5.1059, + "step": 86500 + }, + { + "epoch": 6.112125895742588, + "grad_norm": 1.2843151092529297, + "learning_rate": 7.773601272227845e-05, + "loss": 5.0998, + "step": 87000 + }, + { + "epoch": 6.147253056062948, + "grad_norm": 1.1976428031921387, + "learning_rate": 7.759144137631922e-05, + "loss": 5.0986, + "step": 87500 + }, + { + "epoch": 6.182380216383308, + "grad_norm": 1.2090280055999756, + "learning_rate": 7.744687003035999e-05, + "loss": 5.098, + "step": 88000 + }, + { + "epoch": 6.217507376703667, + "grad_norm": 1.2936923503875732, + "learning_rate": 7.730229868440075e-05, + "loss": 5.0963, + "step": 88500 + }, + { + "epoch": 6.252634537024027, + "grad_norm": 1.2826613187789917, + "learning_rate": 7.715772733844152e-05, + "loss": 5.0923, + "step": 89000 + }, + { + "epoch": 6.287761697344386, + "grad_norm": 1.2612204551696777, + "learning_rate": 7.70131559924823e-05, + "loss": 5.093, + "step": 89500 + }, + { + "epoch": 6.322888857664746, + "grad_norm": 1.181904911994934, + "learning_rate": 7.686858464652307e-05, + "loss": 5.0913, + "step": 90000 + }, + { + "epoch": 6.322888857664746, + "eval_accuracy": 0.6413607271882584, + "eval_loss": 4.74521017074585, + "eval_runtime": 125.572, + "eval_samples_per_second": 961.25, + "eval_steps_per_second": 6.012, + "step": 90000 + }, + { + "epoch": 6.358016017985106, + "grad_norm": 1.196683645248413, + "learning_rate": 7.672401330056384e-05, + "loss": 5.0892, + "step": 90500 + }, + { + "epoch": 6.393143178305466, + "grad_norm": 1.2156459093093872, + "learning_rate": 7.65794419546046e-05, + "loss": 5.0856, + "step": 91000 + }, + { + "epoch": 6.4282703386258255, + "grad_norm": 1.2786281108856201, + "learning_rate": 7.643487060864536e-05, + "loss": 5.0837, + "step": 91500 + }, + { + "epoch": 6.463397498946185, + "grad_norm": 1.2408231496810913, + "learning_rate": 7.629029926268614e-05, + "loss": 5.0823, + "step": 92000 + }, + { + "epoch": 6.498524659266545, + "grad_norm": 1.1885371208190918, + "learning_rate": 7.61457279167269e-05, + "loss": 5.0816, + "step": 92500 + }, + { + "epoch": 6.533651819586905, + "grad_norm": 1.3527296781539917, + "learning_rate": 7.600115657076767e-05, + "loss": 5.0825, + "step": 93000 + }, + { + "epoch": 6.568778979907265, + "grad_norm": 1.3230575323104858, + "learning_rate": 7.585658522480845e-05, + "loss": 5.0783, + "step": 93500 + }, + { + "epoch": 6.603906140227624, + "grad_norm": 1.25337553024292, + "learning_rate": 7.571201387884922e-05, + "loss": 5.0744, + "step": 94000 + }, + { + "epoch": 6.639033300547983, + "grad_norm": 1.2015641927719116, + "learning_rate": 7.556744253288999e-05, + "loss": 5.0726, + "step": 94500 + }, + { + "epoch": 6.674160460868343, + "grad_norm": 1.231350302696228, + "learning_rate": 7.542287118693075e-05, + "loss": 5.0696, + "step": 95000 + }, + { + "epoch": 6.709287621188703, + "grad_norm": 1.2066929340362549, + "learning_rate": 7.527829984097152e-05, + "loss": 5.0698, + "step": 95500 + }, + { + "epoch": 6.744414781509063, + "grad_norm": 1.2691816091537476, + "learning_rate": 7.51337284950123e-05, + "loss": 5.0748, + "step": 96000 + }, + { + "epoch": 6.7795419418294225, + "grad_norm": 1.1830929517745972, + "learning_rate": 7.498915714905306e-05, + "loss": 5.0652, + "step": 96500 + }, + { + "epoch": 6.814669102149782, + "grad_norm": 1.2081068754196167, + "learning_rate": 7.484458580309382e-05, + "loss": 5.0657, + "step": 97000 + }, + { + "epoch": 6.849796262470142, + "grad_norm": 1.164678692817688, + "learning_rate": 7.47000144571346e-05, + "loss": 5.059, + "step": 97500 + }, + { + "epoch": 6.884923422790502, + "grad_norm": 1.2889105081558228, + "learning_rate": 7.455544311117538e-05, + "loss": 5.0608, + "step": 98000 + }, + { + "epoch": 6.920050583110862, + "grad_norm": 1.1974706649780273, + "learning_rate": 7.441087176521614e-05, + "loss": 5.0567, + "step": 98500 + }, + { + "epoch": 6.955177743431221, + "grad_norm": 1.2864340543746948, + "learning_rate": 7.42663004192569e-05, + "loss": 5.0566, + "step": 99000 + }, + { + "epoch": 6.99030490375158, + "grad_norm": 1.2518681287765503, + "learning_rate": 7.412172907329767e-05, + "loss": 5.0538, + "step": 99500 + }, + { + "epoch": 7.02543206407194, + "grad_norm": 1.170648217201233, + "learning_rate": 7.397715772733845e-05, + "loss": 5.0527, + "step": 100000 + }, + { + "epoch": 7.02543206407194, + "eval_accuracy": 0.6454498729990131, + "eval_loss": 4.707531929016113, + "eval_runtime": 124.5703, + "eval_samples_per_second": 968.979, + "eval_steps_per_second": 6.061, + "step": 100000 + }, + { + "epoch": 7.0605592243923, + "grad_norm": 1.2881115674972534, + "learning_rate": 7.383258638137921e-05, + "loss": 5.0492, + "step": 100500 + }, + { + "epoch": 7.09568638471266, + "grad_norm": 1.2099517583847046, + "learning_rate": 7.368801503541999e-05, + "loss": 5.0504, + "step": 101000 + }, + { + "epoch": 7.1308135450330195, + "grad_norm": 1.174860954284668, + "learning_rate": 7.354344368946075e-05, + "loss": 5.0485, + "step": 101500 + }, + { + "epoch": 7.165940705353379, + "grad_norm": 1.228942632675171, + "learning_rate": 7.339887234350153e-05, + "loss": 5.0463, + "step": 102000 + }, + { + "epoch": 7.201067865673739, + "grad_norm": 1.1392688751220703, + "learning_rate": 7.32543009975423e-05, + "loss": 5.0442, + "step": 102500 + }, + { + "epoch": 7.236195025994099, + "grad_norm": 1.3000644445419312, + "learning_rate": 7.310972965158306e-05, + "loss": 5.0422, + "step": 103000 + }, + { + "epoch": 7.271322186314459, + "grad_norm": 1.1535313129425049, + "learning_rate": 7.296515830562382e-05, + "loss": 5.0446, + "step": 103500 + }, + { + "epoch": 7.306449346634818, + "grad_norm": 1.1499958038330078, + "learning_rate": 7.28205869596646e-05, + "loss": 5.0371, + "step": 104000 + }, + { + "epoch": 7.341576506955178, + "grad_norm": 1.1743727922439575, + "learning_rate": 7.267601561370536e-05, + "loss": 5.0342, + "step": 104500 + }, + { + "epoch": 7.376703667275537, + "grad_norm": 1.1658422946929932, + "learning_rate": 7.253144426774614e-05, + "loss": 5.0373, + "step": 105000 + }, + { + "epoch": 7.411830827595897, + "grad_norm": 1.1941930055618286, + "learning_rate": 7.23868729217869e-05, + "loss": 5.0397, + "step": 105500 + }, + { + "epoch": 7.446957987916257, + "grad_norm": 1.26359224319458, + "learning_rate": 7.224230157582768e-05, + "loss": 5.0384, + "step": 106000 + }, + { + "epoch": 7.482085148236616, + "grad_norm": 1.2290655374526978, + "learning_rate": 7.209773022986845e-05, + "loss": 5.0342, + "step": 106500 + }, + { + "epoch": 7.517212308556976, + "grad_norm": 1.2265841960906982, + "learning_rate": 7.195315888390921e-05, + "loss": 5.0289, + "step": 107000 + }, + { + "epoch": 7.552339468877336, + "grad_norm": 1.1834629774093628, + "learning_rate": 7.180858753794997e-05, + "loss": 5.0281, + "step": 107500 + }, + { + "epoch": 7.587466629197696, + "grad_norm": 1.2507638931274414, + "learning_rate": 7.166401619199075e-05, + "loss": 5.0296, + "step": 108000 + }, + { + "epoch": 7.6225937895180556, + "grad_norm": 1.186900019645691, + "learning_rate": 7.151944484603153e-05, + "loss": 5.0313, + "step": 108500 + }, + { + "epoch": 7.657720949838415, + "grad_norm": 1.2016674280166626, + "learning_rate": 7.13748735000723e-05, + "loss": 5.0265, + "step": 109000 + }, + { + "epoch": 7.692848110158775, + "grad_norm": 1.1423753499984741, + "learning_rate": 7.123030215411306e-05, + "loss": 5.0263, + "step": 109500 + }, + { + "epoch": 7.727975270479135, + "grad_norm": 1.1622411012649536, + "learning_rate": 7.108573080815382e-05, + "loss": 5.0258, + "step": 110000 + }, + { + "epoch": 7.727975270479135, + "eval_accuracy": 0.6488509030575409, + "eval_loss": 4.6829681396484375, + "eval_runtime": 125.5323, + "eval_samples_per_second": 961.553, + "eval_steps_per_second": 6.014, + "step": 110000 + }, + { + "epoch": 7.763102430799494, + "grad_norm": 1.1935741901397705, + "learning_rate": 7.09411594621946e-05, + "loss": 5.0236, + "step": 110500 + }, + { + "epoch": 7.798229591119854, + "grad_norm": 1.149841070175171, + "learning_rate": 7.079658811623536e-05, + "loss": 5.02, + "step": 111000 + }, + { + "epoch": 7.833356751440213, + "grad_norm": 1.2027647495269775, + "learning_rate": 7.065201677027613e-05, + "loss": 5.0204, + "step": 111500 + }, + { + "epoch": 7.868483911760573, + "grad_norm": 1.1929402351379395, + "learning_rate": 7.05074454243169e-05, + "loss": 5.0214, + "step": 112000 + }, + { + "epoch": 7.903611072080933, + "grad_norm": 1.1726230382919312, + "learning_rate": 7.036287407835768e-05, + "loss": 5.0194, + "step": 112500 + }, + { + "epoch": 7.938738232401293, + "grad_norm": 1.195603370666504, + "learning_rate": 7.021830273239845e-05, + "loss": 5.0131, + "step": 113000 + }, + { + "epoch": 7.9738653927216525, + "grad_norm": 1.2208681106567383, + "learning_rate": 7.007373138643921e-05, + "loss": 5.0138, + "step": 113500 + }, + { + "epoch": 8.008992553042011, + "grad_norm": 1.1930869817733765, + "learning_rate": 6.992916004047997e-05, + "loss": 5.0143, + "step": 114000 + }, + { + "epoch": 8.044119713362372, + "grad_norm": 1.2132607698440552, + "learning_rate": 6.978458869452075e-05, + "loss": 5.0082, + "step": 114500 + }, + { + "epoch": 8.079246873682731, + "grad_norm": 1.1897276639938354, + "learning_rate": 6.964001734856152e-05, + "loss": 5.0071, + "step": 115000 + }, + { + "epoch": 8.114374034003092, + "grad_norm": 1.2654327154159546, + "learning_rate": 6.949544600260228e-05, + "loss": 5.0071, + "step": 115500 + }, + { + "epoch": 8.14950119432345, + "grad_norm": 1.1854734420776367, + "learning_rate": 6.935087465664306e-05, + "loss": 5.0074, + "step": 116000 + }, + { + "epoch": 8.184628354643811, + "grad_norm": 1.2320798635482788, + "learning_rate": 6.920630331068383e-05, + "loss": 5.0078, + "step": 116500 + }, + { + "epoch": 8.21975551496417, + "grad_norm": 1.1847695112228394, + "learning_rate": 6.90617319647246e-05, + "loss": 5.0034, + "step": 117000 + }, + { + "epoch": 8.25488267528453, + "grad_norm": 1.2522870302200317, + "learning_rate": 6.891716061876536e-05, + "loss": 5.0033, + "step": 117500 + }, + { + "epoch": 8.29000983560489, + "grad_norm": 1.2357484102249146, + "learning_rate": 6.877258927280613e-05, + "loss": 4.9994, + "step": 118000 + }, + { + "epoch": 8.325136995925249, + "grad_norm": 1.2570139169692993, + "learning_rate": 6.86280179268469e-05, + "loss": 4.9982, + "step": 118500 + }, + { + "epoch": 8.36026415624561, + "grad_norm": 1.1642590761184692, + "learning_rate": 6.848344658088767e-05, + "loss": 4.9996, + "step": 119000 + }, + { + "epoch": 8.395391316565968, + "grad_norm": 1.2592113018035889, + "learning_rate": 6.833887523492845e-05, + "loss": 4.9985, + "step": 119500 + }, + { + "epoch": 8.430518476886329, + "grad_norm": 1.2361762523651123, + "learning_rate": 6.819430388896921e-05, + "loss": 4.9991, + "step": 120000 + }, + { + "epoch": 8.430518476886329, + "eval_accuracy": 0.6518944310752692, + "eval_loss": 4.657070159912109, + "eval_runtime": 125.4785, + "eval_samples_per_second": 961.966, + "eval_steps_per_second": 6.017, + "step": 120000 + }, + { + "epoch": 8.465645637206688, + "grad_norm": 1.1777372360229492, + "learning_rate": 6.804973254300999e-05, + "loss": 4.9993, + "step": 120500 + }, + { + "epoch": 8.500772797527048, + "grad_norm": 1.2769887447357178, + "learning_rate": 6.790516119705075e-05, + "loss": 4.9978, + "step": 121000 + }, + { + "epoch": 8.535899957847407, + "grad_norm": 1.1881922483444214, + "learning_rate": 6.776058985109152e-05, + "loss": 4.9987, + "step": 121500 + }, + { + "epoch": 8.571027118167768, + "grad_norm": 1.2238999605178833, + "learning_rate": 6.761601850513228e-05, + "loss": 4.994, + "step": 122000 + }, + { + "epoch": 8.606154278488127, + "grad_norm": 1.2310227155685425, + "learning_rate": 6.747144715917306e-05, + "loss": 4.9934, + "step": 122500 + }, + { + "epoch": 8.641281438808488, + "grad_norm": 1.2682673931121826, + "learning_rate": 6.732687581321382e-05, + "loss": 4.9916, + "step": 123000 + }, + { + "epoch": 8.676408599128846, + "grad_norm": 1.2880076169967651, + "learning_rate": 6.71823044672546e-05, + "loss": 4.9862, + "step": 123500 + }, + { + "epoch": 8.711535759449205, + "grad_norm": 1.2074475288391113, + "learning_rate": 6.703773312129536e-05, + "loss": 4.9855, + "step": 124000 + }, + { + "epoch": 8.746662919769566, + "grad_norm": 1.185457706451416, + "learning_rate": 6.689316177533613e-05, + "loss": 4.9822, + "step": 124500 + }, + { + "epoch": 8.781790080089925, + "grad_norm": 1.2463042736053467, + "learning_rate": 6.67485904293769e-05, + "loss": 4.9853, + "step": 125000 + }, + { + "epoch": 8.816917240410286, + "grad_norm": 1.2737094163894653, + "learning_rate": 6.660401908341767e-05, + "loss": 4.9849, + "step": 125500 + }, + { + "epoch": 8.852044400730644, + "grad_norm": 1.1822280883789062, + "learning_rate": 6.645944773745843e-05, + "loss": 4.9839, + "step": 126000 + }, + { + "epoch": 8.887171561051005, + "grad_norm": 1.1642378568649292, + "learning_rate": 6.631487639149921e-05, + "loss": 4.9836, + "step": 126500 + }, + { + "epoch": 8.922298721371364, + "grad_norm": 1.2464725971221924, + "learning_rate": 6.617030504553999e-05, + "loss": 4.9817, + "step": 127000 + }, + { + "epoch": 8.957425881691725, + "grad_norm": 1.2214902639389038, + "learning_rate": 6.602573369958075e-05, + "loss": 4.9871, + "step": 127500 + }, + { + "epoch": 8.992553042012084, + "grad_norm": 1.2652417421340942, + "learning_rate": 6.588116235362152e-05, + "loss": 4.9838, + "step": 128000 + }, + { + "epoch": 9.027680202332444, + "grad_norm": 1.2146638631820679, + "learning_rate": 6.573659100766228e-05, + "loss": 4.9763, + "step": 128500 + }, + { + "epoch": 9.062807362652803, + "grad_norm": 1.125086784362793, + "learning_rate": 6.559201966170306e-05, + "loss": 4.9764, + "step": 129000 + }, + { + "epoch": 9.097934522973162, + "grad_norm": 1.2171489000320435, + "learning_rate": 6.544744831574382e-05, + "loss": 4.9772, + "step": 129500 + }, + { + "epoch": 9.133061683293523, + "grad_norm": 1.1570535898208618, + "learning_rate": 6.530287696978458e-05, + "loss": 4.9708, + "step": 130000 + }, + { + "epoch": 9.133061683293523, + "eval_accuracy": 0.6542186608492178, + "eval_loss": 4.642580509185791, + "eval_runtime": 125.2179, + "eval_samples_per_second": 963.967, + "eval_steps_per_second": 6.029, + "step": 130000 + }, + { + "epoch": 9.168188843613882, + "grad_norm": 1.1505987644195557, + "learning_rate": 6.515830562382536e-05, + "loss": 4.9737, + "step": 130500 + }, + { + "epoch": 9.203316003934242, + "grad_norm": 1.1545060873031616, + "learning_rate": 6.501373427786614e-05, + "loss": 4.9758, + "step": 131000 + }, + { + "epoch": 9.238443164254601, + "grad_norm": 1.2373590469360352, + "learning_rate": 6.48691629319069e-05, + "loss": 4.9741, + "step": 131500 + }, + { + "epoch": 9.273570324574962, + "grad_norm": 1.1195789575576782, + "learning_rate": 6.472459158594767e-05, + "loss": 4.9737, + "step": 132000 + }, + { + "epoch": 9.30869748489532, + "grad_norm": 1.1722861528396606, + "learning_rate": 6.458002023998843e-05, + "loss": 4.9722, + "step": 132500 + }, + { + "epoch": 9.343824645215681, + "grad_norm": 1.198255181312561, + "learning_rate": 6.443544889402921e-05, + "loss": 4.9703, + "step": 133000 + }, + { + "epoch": 9.37895180553604, + "grad_norm": 1.2369712591171265, + "learning_rate": 6.429087754806997e-05, + "loss": 4.9685, + "step": 133500 + }, + { + "epoch": 9.414078965856401, + "grad_norm": 1.1678396463394165, + "learning_rate": 6.414630620211074e-05, + "loss": 4.9701, + "step": 134000 + }, + { + "epoch": 9.44920612617676, + "grad_norm": 1.2125905752182007, + "learning_rate": 6.400173485615151e-05, + "loss": 4.9649, + "step": 134500 + }, + { + "epoch": 9.484333286497119, + "grad_norm": 1.256878137588501, + "learning_rate": 6.385716351019229e-05, + "loss": 4.9632, + "step": 135000 + }, + { + "epoch": 9.51946044681748, + "grad_norm": 1.147707462310791, + "learning_rate": 6.371259216423306e-05, + "loss": 4.9647, + "step": 135500 + }, + { + "epoch": 9.554587607137838, + "grad_norm": 1.1856908798217773, + "learning_rate": 6.356802081827382e-05, + "loss": 4.9652, + "step": 136000 + }, + { + "epoch": 9.589714767458199, + "grad_norm": 1.1790053844451904, + "learning_rate": 6.342344947231458e-05, + "loss": 4.9661, + "step": 136500 + }, + { + "epoch": 9.624841927778558, + "grad_norm": 1.1994777917861938, + "learning_rate": 6.327887812635536e-05, + "loss": 4.9623, + "step": 137000 + }, + { + "epoch": 9.659969088098919, + "grad_norm": 1.1758321523666382, + "learning_rate": 6.313430678039613e-05, + "loss": 4.9636, + "step": 137500 + }, + { + "epoch": 9.695096248419278, + "grad_norm": 1.2180451154708862, + "learning_rate": 6.29897354344369e-05, + "loss": 4.9555, + "step": 138000 + }, + { + "epoch": 9.730223408739638, + "grad_norm": 1.2169358730316162, + "learning_rate": 6.284516408847767e-05, + "loss": 4.9646, + "step": 138500 + }, + { + "epoch": 9.765350569059997, + "grad_norm": 1.1795868873596191, + "learning_rate": 6.270059274251843e-05, + "loss": 4.9582, + "step": 139000 + }, + { + "epoch": 9.800477729380358, + "grad_norm": 1.1503639221191406, + "learning_rate": 6.255602139655921e-05, + "loss": 4.9592, + "step": 139500 + }, + { + "epoch": 9.835604889700717, + "grad_norm": 1.2159857749938965, + "learning_rate": 6.241145005059997e-05, + "loss": 4.9566, + "step": 140000 + }, + { + "epoch": 9.835604889700717, + "eval_accuracy": 0.657344947022373, + "eval_loss": 4.620968341827393, + "eval_runtime": 125.5523, + "eval_samples_per_second": 961.4, + "eval_steps_per_second": 6.013, + "step": 140000 + }, + { + "epoch": 9.870732050021076, + "grad_norm": 1.173851728439331, + "learning_rate": 6.226687870464074e-05, + "loss": 4.9572, + "step": 140500 + }, + { + "epoch": 9.905859210341436, + "grad_norm": 1.201773762702942, + "learning_rate": 6.212230735868151e-05, + "loss": 4.9554, + "step": 141000 + }, + { + "epoch": 9.940986370661795, + "grad_norm": 1.1786022186279297, + "learning_rate": 6.197773601272228e-05, + "loss": 4.9541, + "step": 141500 + }, + { + "epoch": 9.976113530982156, + "grad_norm": 1.3232065439224243, + "learning_rate": 6.183316466676306e-05, + "loss": 4.951, + "step": 142000 + }, + { + "epoch": 10.011240691302515, + "grad_norm": 1.241267204284668, + "learning_rate": 6.168859332080382e-05, + "loss": 4.9545, + "step": 142500 + }, + { + "epoch": 10.046367851622875, + "grad_norm": 1.1741814613342285, + "learning_rate": 6.154402197484458e-05, + "loss": 4.9516, + "step": 143000 + }, + { + "epoch": 10.081495011943234, + "grad_norm": 1.1933821439743042, + "learning_rate": 6.139945062888536e-05, + "loss": 4.9474, + "step": 143500 + }, + { + "epoch": 10.116622172263595, + "grad_norm": 1.2142330408096313, + "learning_rate": 6.125487928292613e-05, + "loss": 4.9453, + "step": 144000 + }, + { + "epoch": 10.151749332583954, + "grad_norm": 1.2016196250915527, + "learning_rate": 6.111030793696689e-05, + "loss": 4.9495, + "step": 144500 + }, + { + "epoch": 10.186876492904315, + "grad_norm": 1.259665846824646, + "learning_rate": 6.096573659100766e-05, + "loss": 4.9482, + "step": 145000 + }, + { + "epoch": 10.222003653224673, + "grad_norm": 1.1649497747421265, + "learning_rate": 6.082116524504844e-05, + "loss": 4.9495, + "step": 145500 + }, + { + "epoch": 10.257130813545032, + "grad_norm": 1.202059030532837, + "learning_rate": 6.067659389908921e-05, + "loss": 4.9483, + "step": 146000 + }, + { + "epoch": 10.292257973865393, + "grad_norm": 1.177734375, + "learning_rate": 6.053202255312997e-05, + "loss": 4.943, + "step": 146500 + }, + { + "epoch": 10.327385134185752, + "grad_norm": 1.2007008790969849, + "learning_rate": 6.0387451207170744e-05, + "loss": 4.9435, + "step": 147000 + }, + { + "epoch": 10.362512294506113, + "grad_norm": 1.1573467254638672, + "learning_rate": 6.024287986121151e-05, + "loss": 4.9433, + "step": 147500 + }, + { + "epoch": 10.397639454826471, + "grad_norm": 1.1788324117660522, + "learning_rate": 6.009830851525228e-05, + "loss": 4.9399, + "step": 148000 + }, + { + "epoch": 10.432766615146832, + "grad_norm": 1.2692636251449585, + "learning_rate": 5.995373716929304e-05, + "loss": 4.9454, + "step": 148500 + }, + { + "epoch": 10.467893775467191, + "grad_norm": 1.132515549659729, + "learning_rate": 5.980916582333381e-05, + "loss": 4.9393, + "step": 149000 + }, + { + "epoch": 10.503020935787552, + "grad_norm": 1.18707275390625, + "learning_rate": 5.966459447737459e-05, + "loss": 4.9381, + "step": 149500 + }, + { + "epoch": 10.53814809610791, + "grad_norm": 1.2118017673492432, + "learning_rate": 5.952002313141536e-05, + "loss": 4.9396, + "step": 150000 + }, + { + "epoch": 10.53814809610791, + "eval_accuracy": 0.6589358687639654, + "eval_loss": 4.607008934020996, + "eval_runtime": 125.4136, + "eval_samples_per_second": 962.464, + "eval_steps_per_second": 6.02, + "step": 150000 + }, + { + "epoch": 10.573275256428271, + "grad_norm": 1.2168219089508057, + "learning_rate": 5.9375451785456126e-05, + "loss": 4.9441, + "step": 150500 + }, + { + "epoch": 10.60840241674863, + "grad_norm": 1.183809757232666, + "learning_rate": 5.9230880439496896e-05, + "loss": 4.9385, + "step": 151000 + }, + { + "epoch": 10.643529577068989, + "grad_norm": 1.2794101238250732, + "learning_rate": 5.908630909353766e-05, + "loss": 4.9378, + "step": 151500 + }, + { + "epoch": 10.67865673738935, + "grad_norm": 1.1689482927322388, + "learning_rate": 5.894173774757843e-05, + "loss": 4.9391, + "step": 152000 + }, + { + "epoch": 10.713783897709709, + "grad_norm": 1.1655418872833252, + "learning_rate": 5.8797166401619195e-05, + "loss": 4.9348, + "step": 152500 + }, + { + "epoch": 10.74891105803007, + "grad_norm": 1.1817426681518555, + "learning_rate": 5.865259505565997e-05, + "loss": 4.9358, + "step": 153000 + }, + { + "epoch": 10.784038218350428, + "grad_norm": 1.1901863813400269, + "learning_rate": 5.8508023709700743e-05, + "loss": 4.9375, + "step": 153500 + }, + { + "epoch": 10.819165378670789, + "grad_norm": 1.1427429914474487, + "learning_rate": 5.8363452363741514e-05, + "loss": 4.9348, + "step": 154000 + }, + { + "epoch": 10.854292538991148, + "grad_norm": 1.1928921937942505, + "learning_rate": 5.821888101778228e-05, + "loss": 4.9356, + "step": 154500 + }, + { + "epoch": 10.889419699311508, + "grad_norm": 1.1977267265319824, + "learning_rate": 5.807430967182305e-05, + "loss": 4.935, + "step": 155000 + }, + { + "epoch": 10.924546859631867, + "grad_norm": 1.2637089490890503, + "learning_rate": 5.792973832586381e-05, + "loss": 4.934, + "step": 155500 + }, + { + "epoch": 10.959674019952226, + "grad_norm": 1.1878407001495361, + "learning_rate": 5.7785166979904584e-05, + "loss": 4.9338, + "step": 156000 + }, + { + "epoch": 10.994801180272587, + "grad_norm": 1.1838468313217163, + "learning_rate": 5.764059563394536e-05, + "loss": 4.9306, + "step": 156500 + }, + { + "epoch": 11.029928340592946, + "grad_norm": 1.1852989196777344, + "learning_rate": 5.7496024287986125e-05, + "loss": 4.9238, + "step": 157000 + }, + { + "epoch": 11.065055500913306, + "grad_norm": 1.2436959743499756, + "learning_rate": 5.7351452942026896e-05, + "loss": 4.9279, + "step": 157500 + }, + { + "epoch": 11.100182661233665, + "grad_norm": 1.1707674264907837, + "learning_rate": 5.720688159606766e-05, + "loss": 4.9269, + "step": 158000 + }, + { + "epoch": 11.135309821554026, + "grad_norm": 1.2317562103271484, + "learning_rate": 5.706231025010843e-05, + "loss": 4.9253, + "step": 158500 + }, + { + "epoch": 11.170436981874385, + "grad_norm": 1.2182191610336304, + "learning_rate": 5.6917738904149195e-05, + "loss": 4.9264, + "step": 159000 + }, + { + "epoch": 11.205564142194746, + "grad_norm": 1.186889410018921, + "learning_rate": 5.6773167558189966e-05, + "loss": 4.929, + "step": 159500 + }, + { + "epoch": 11.240691302515105, + "grad_norm": 1.269489049911499, + "learning_rate": 5.6628596212230736e-05, + "loss": 4.929, + "step": 160000 + }, + { + "epoch": 11.240691302515105, + "eval_accuracy": 0.6604041903355252, + "eval_loss": 4.59634256362915, + "eval_runtime": 125.6574, + "eval_samples_per_second": 960.596, + "eval_steps_per_second": 6.008, + "step": 160000 + }, + { + "epoch": 11.275818462835465, + "grad_norm": 1.1887845993041992, + "learning_rate": 5.6484024866271514e-05, + "loss": 4.9234, + "step": 160500 + }, + { + "epoch": 11.310945623155824, + "grad_norm": 1.206114411354065, + "learning_rate": 5.633945352031228e-05, + "loss": 4.9278, + "step": 161000 + }, + { + "epoch": 11.346072783476183, + "grad_norm": 1.1506130695343018, + "learning_rate": 5.619488217435305e-05, + "loss": 4.9239, + "step": 161500 + }, + { + "epoch": 11.381199943796544, + "grad_norm": 1.25631582736969, + "learning_rate": 5.605031082839381e-05, + "loss": 4.9232, + "step": 162000 + }, + { + "epoch": 11.416327104116903, + "grad_norm": 1.2387101650238037, + "learning_rate": 5.5905739482434584e-05, + "loss": 4.9209, + "step": 162500 + }, + { + "epoch": 11.451454264437263, + "grad_norm": 1.1939486265182495, + "learning_rate": 5.576116813647535e-05, + "loss": 4.9167, + "step": 163000 + }, + { + "epoch": 11.486581424757622, + "grad_norm": 1.2466892004013062, + "learning_rate": 5.561659679051612e-05, + "loss": 4.9204, + "step": 163500 + }, + { + "epoch": 11.521708585077983, + "grad_norm": 1.1698747873306274, + "learning_rate": 5.5472025444556896e-05, + "loss": 4.9204, + "step": 164000 + }, + { + "epoch": 11.556835745398342, + "grad_norm": 1.1395771503448486, + "learning_rate": 5.532745409859767e-05, + "loss": 4.9181, + "step": 164500 + }, + { + "epoch": 11.591962905718702, + "grad_norm": 1.203838586807251, + "learning_rate": 5.518288275263843e-05, + "loss": 4.9186, + "step": 165000 + }, + { + "epoch": 11.627090066039061, + "grad_norm": 1.149657964706421, + "learning_rate": 5.50383114066792e-05, + "loss": 4.9185, + "step": 165500 + }, + { + "epoch": 11.662217226359422, + "grad_norm": 1.1450413465499878, + "learning_rate": 5.4893740060719965e-05, + "loss": 4.9161, + "step": 166000 + }, + { + "epoch": 11.69734438667978, + "grad_norm": 1.209080696105957, + "learning_rate": 5.4749168714760736e-05, + "loss": 4.9185, + "step": 166500 + }, + { + "epoch": 11.73247154700014, + "grad_norm": 1.1621487140655518, + "learning_rate": 5.46045973688015e-05, + "loss": 4.9124, + "step": 167000 + }, + { + "epoch": 11.7675987073205, + "grad_norm": 1.189600944519043, + "learning_rate": 5.446002602284227e-05, + "loss": 4.9149, + "step": 167500 + }, + { + "epoch": 11.80272586764086, + "grad_norm": 1.2446949481964111, + "learning_rate": 5.431545467688305e-05, + "loss": 4.9156, + "step": 168000 + }, + { + "epoch": 11.83785302796122, + "grad_norm": 1.1775277853012085, + "learning_rate": 5.417088333092382e-05, + "loss": 4.9111, + "step": 168500 + }, + { + "epoch": 11.872980188281579, + "grad_norm": 1.2621877193450928, + "learning_rate": 5.402631198496458e-05, + "loss": 4.9111, + "step": 169000 + }, + { + "epoch": 11.90810734860194, + "grad_norm": 1.1973707675933838, + "learning_rate": 5.3881740639005354e-05, + "loss": 4.9099, + "step": 169500 + }, + { + "epoch": 11.943234508922298, + "grad_norm": 1.222820520401001, + "learning_rate": 5.373716929304612e-05, + "loss": 4.9134, + "step": 170000 + }, + { + "epoch": 11.943234508922298, + "eval_accuracy": 0.6622467923008861, + "eval_loss": 4.58348274230957, + "eval_runtime": 127.4415, + "eval_samples_per_second": 947.149, + "eval_steps_per_second": 5.924, + "step": 170000 + }, + { + "epoch": 11.978361669242659, + "grad_norm": 1.319101095199585, + "learning_rate": 5.359259794708689e-05, + "loss": 4.9114, + "step": 170500 + }, + { + "epoch": 12.013488829563018, + "grad_norm": 1.2069631814956665, + "learning_rate": 5.344802660112765e-05, + "loss": 4.9127, + "step": 171000 + }, + { + "epoch": 12.048615989883379, + "grad_norm": 1.2296098470687866, + "learning_rate": 5.330345525516843e-05, + "loss": 4.9083, + "step": 171500 + }, + { + "epoch": 12.083743150203738, + "grad_norm": 1.2166742086410522, + "learning_rate": 5.31588839092092e-05, + "loss": 4.9066, + "step": 172000 + }, + { + "epoch": 12.118870310524096, + "grad_norm": 1.1931017637252808, + "learning_rate": 5.3014312563249965e-05, + "loss": 4.908, + "step": 172500 + }, + { + "epoch": 12.153997470844457, + "grad_norm": 1.1866223812103271, + "learning_rate": 5.2869741217290736e-05, + "loss": 4.9124, + "step": 173000 + }, + { + "epoch": 12.189124631164816, + "grad_norm": 1.2110309600830078, + "learning_rate": 5.272516987133151e-05, + "loss": 4.9067, + "step": 173500 + }, + { + "epoch": 12.224251791485177, + "grad_norm": 1.2086114883422852, + "learning_rate": 5.258059852537227e-05, + "loss": 4.9019, + "step": 174000 + }, + { + "epoch": 12.259378951805536, + "grad_norm": 1.2596267461776733, + "learning_rate": 5.243602717941304e-05, + "loss": 4.9069, + "step": 174500 + }, + { + "epoch": 12.294506112125896, + "grad_norm": 1.171631932258606, + "learning_rate": 5.229145583345382e-05, + "loss": 4.9008, + "step": 175000 + }, + { + "epoch": 12.329633272446255, + "grad_norm": 1.24288809299469, + "learning_rate": 5.214688448749458e-05, + "loss": 4.908, + "step": 175500 + }, + { + "epoch": 12.364760432766616, + "grad_norm": 1.178281545639038, + "learning_rate": 5.2002313141535354e-05, + "loss": 4.9039, + "step": 176000 + }, + { + "epoch": 12.399887593086975, + "grad_norm": 1.1844769716262817, + "learning_rate": 5.185774179557612e-05, + "loss": 4.9021, + "step": 176500 + }, + { + "epoch": 12.435014753407334, + "grad_norm": 1.2377811670303345, + "learning_rate": 5.171317044961689e-05, + "loss": 4.9053, + "step": 177000 + }, + { + "epoch": 12.470141913727694, + "grad_norm": 1.175628900527954, + "learning_rate": 5.156859910365765e-05, + "loss": 4.9019, + "step": 177500 + }, + { + "epoch": 12.505269074048053, + "grad_norm": 1.1951406002044678, + "learning_rate": 5.1424027757698423e-05, + "loss": 4.9038, + "step": 178000 + }, + { + "epoch": 12.540396234368414, + "grad_norm": 1.271713376045227, + "learning_rate": 5.127945641173919e-05, + "loss": 4.9058, + "step": 178500 + }, + { + "epoch": 12.575523394688773, + "grad_norm": 1.193676471710205, + "learning_rate": 5.113488506577997e-05, + "loss": 4.9016, + "step": 179000 + }, + { + "epoch": 12.610650555009133, + "grad_norm": 1.164211630821228, + "learning_rate": 5.0990313719820736e-05, + "loss": 4.9004, + "step": 179500 + }, + { + "epoch": 12.645777715329492, + "grad_norm": 1.228807806968689, + "learning_rate": 5.0845742373861507e-05, + "loss": 4.901, + "step": 180000 + }, + { + "epoch": 12.645777715329492, + "eval_accuracy": 0.6639364887616751, + "eval_loss": 4.568302631378174, + "eval_runtime": 126.2785, + "eval_samples_per_second": 955.872, + "eval_steps_per_second": 5.979, + "step": 180000 + }, + { + "epoch": 12.680904875649853, + "grad_norm": 1.250861644744873, + "learning_rate": 5.070117102790227e-05, + "loss": 4.8987, + "step": 180500 + }, + { + "epoch": 12.716032035970212, + "grad_norm": 1.2661194801330566, + "learning_rate": 5.055659968194304e-05, + "loss": 4.8986, + "step": 181000 + }, + { + "epoch": 12.751159196290573, + "grad_norm": 1.210195541381836, + "learning_rate": 5.0412028335983805e-05, + "loss": 4.9008, + "step": 181500 + }, + { + "epoch": 12.786286356610931, + "grad_norm": 1.276237964630127, + "learning_rate": 5.0267456990024576e-05, + "loss": 4.8976, + "step": 182000 + }, + { + "epoch": 12.82141351693129, + "grad_norm": 1.1311328411102295, + "learning_rate": 5.0122885644065354e-05, + "loss": 4.9002, + "step": 182500 + }, + { + "epoch": 12.856540677251651, + "grad_norm": 1.2184550762176514, + "learning_rate": 4.997831429810612e-05, + "loss": 4.8966, + "step": 183000 + }, + { + "epoch": 12.89166783757201, + "grad_norm": 1.1910830736160278, + "learning_rate": 4.983374295214689e-05, + "loss": 4.896, + "step": 183500 + }, + { + "epoch": 12.92679499789237, + "grad_norm": 1.3047518730163574, + "learning_rate": 4.968917160618766e-05, + "loss": 4.894, + "step": 184000 + }, + { + "epoch": 12.96192215821273, + "grad_norm": 1.2237051725387573, + "learning_rate": 4.954460026022842e-05, + "loss": 4.8988, + "step": 184500 + }, + { + "epoch": 12.99704931853309, + "grad_norm": 1.2142150402069092, + "learning_rate": 4.9400028914269194e-05, + "loss": 4.8967, + "step": 185000 + }, + { + "epoch": 13.032176478853449, + "grad_norm": 1.2646372318267822, + "learning_rate": 4.9255457568309965e-05, + "loss": 4.8924, + "step": 185500 + }, + { + "epoch": 13.06730363917381, + "grad_norm": 1.1980942487716675, + "learning_rate": 4.9110886222350736e-05, + "loss": 4.8912, + "step": 186000 + }, + { + "epoch": 13.102430799494169, + "grad_norm": 1.2629406452178955, + "learning_rate": 4.89663148763915e-05, + "loss": 4.8918, + "step": 186500 + }, + { + "epoch": 13.13755795981453, + "grad_norm": 1.2157944440841675, + "learning_rate": 4.882174353043227e-05, + "loss": 4.8881, + "step": 187000 + }, + { + "epoch": 13.172685120134888, + "grad_norm": 1.2210171222686768, + "learning_rate": 4.867717218447304e-05, + "loss": 4.8893, + "step": 187500 + }, + { + "epoch": 13.207812280455247, + "grad_norm": 1.165700912475586, + "learning_rate": 4.853260083851381e-05, + "loss": 4.8909, + "step": 188000 + }, + { + "epoch": 13.242939440775608, + "grad_norm": 1.1676913499832153, + "learning_rate": 4.8388029492554576e-05, + "loss": 4.8908, + "step": 188500 + }, + { + "epoch": 13.278066601095967, + "grad_norm": 1.1220760345458984, + "learning_rate": 4.824345814659535e-05, + "loss": 4.8893, + "step": 189000 + }, + { + "epoch": 13.313193761416327, + "grad_norm": 1.22340989112854, + "learning_rate": 4.809888680063612e-05, + "loss": 4.892, + "step": 189500 + }, + { + "epoch": 13.348320921736686, + "grad_norm": 1.2241616249084473, + "learning_rate": 4.795431545467688e-05, + "loss": 4.8884, + "step": 190000 + }, + { + "epoch": 13.348320921736686, + "eval_accuracy": 0.6645560421281556, + "eval_loss": 4.5643630027771, + "eval_runtime": 126.1255, + "eval_samples_per_second": 957.031, + "eval_steps_per_second": 5.986, + "step": 190000 + }, + { + "epoch": 13.383448082057047, + "grad_norm": 1.2446415424346924, + "learning_rate": 4.780974410871765e-05, + "loss": 4.8847, + "step": 190500 + }, + { + "epoch": 13.418575242377406, + "grad_norm": 1.2117501497268677, + "learning_rate": 4.766517276275842e-05, + "loss": 4.8893, + "step": 191000 + }, + { + "epoch": 13.453702402697767, + "grad_norm": 1.1914085149765015, + "learning_rate": 4.7520601416799194e-05, + "loss": 4.8863, + "step": 191500 + }, + { + "epoch": 13.488829563018125, + "grad_norm": 1.1365530490875244, + "learning_rate": 4.737603007083996e-05, + "loss": 4.8872, + "step": 192000 + }, + { + "epoch": 13.523956723338486, + "grad_norm": 1.1694480180740356, + "learning_rate": 4.723145872488073e-05, + "loss": 4.8879, + "step": 192500 + }, + { + "epoch": 13.559083883658845, + "grad_norm": 1.2067158222198486, + "learning_rate": 4.70868873789215e-05, + "loss": 4.8866, + "step": 193000 + }, + { + "epoch": 13.594211043979204, + "grad_norm": 1.2343794107437134, + "learning_rate": 4.694231603296227e-05, + "loss": 4.8864, + "step": 193500 + }, + { + "epoch": 13.629338204299565, + "grad_norm": 1.1796584129333496, + "learning_rate": 4.6797744687003034e-05, + "loss": 4.8841, + "step": 194000 + }, + { + "epoch": 13.664465364619923, + "grad_norm": 1.2234842777252197, + "learning_rate": 4.665317334104381e-05, + "loss": 4.883, + "step": 194500 + }, + { + "epoch": 13.699592524940284, + "grad_norm": 1.2463550567626953, + "learning_rate": 4.6508601995084576e-05, + "loss": 4.8843, + "step": 195000 + }, + { + "epoch": 13.734719685260643, + "grad_norm": 1.3087186813354492, + "learning_rate": 4.6364030649125346e-05, + "loss": 4.8846, + "step": 195500 + }, + { + "epoch": 13.769846845581004, + "grad_norm": 1.2503262758255005, + "learning_rate": 4.621945930316611e-05, + "loss": 4.8841, + "step": 196000 + }, + { + "epoch": 13.804974005901363, + "grad_norm": 1.1892198324203491, + "learning_rate": 4.607488795720689e-05, + "loss": 4.8813, + "step": 196500 + }, + { + "epoch": 13.840101166221723, + "grad_norm": 1.2064417600631714, + "learning_rate": 4.593031661124765e-05, + "loss": 4.884, + "step": 197000 + }, + { + "epoch": 13.875228326542082, + "grad_norm": 1.2562015056610107, + "learning_rate": 4.578574526528842e-05, + "loss": 4.8795, + "step": 197500 + }, + { + "epoch": 13.910355486862443, + "grad_norm": 1.1253942251205444, + "learning_rate": 4.564117391932919e-05, + "loss": 4.8805, + "step": 198000 + }, + { + "epoch": 13.945482647182802, + "grad_norm": 1.2661116123199463, + "learning_rate": 4.5496602573369964e-05, + "loss": 4.8795, + "step": 198500 + }, + { + "epoch": 13.98060980750316, + "grad_norm": 1.2310277223587036, + "learning_rate": 4.535203122741073e-05, + "loss": 4.8857, + "step": 199000 + }, + { + "epoch": 14.015736967823521, + "grad_norm": 1.2121599912643433, + "learning_rate": 4.52074598814515e-05, + "loss": 4.8799, + "step": 199500 + }, + { + "epoch": 14.05086412814388, + "grad_norm": 1.243844985961914, + "learning_rate": 4.506288853549227e-05, + "loss": 4.8823, + "step": 200000 + }, + { + "epoch": 14.05086412814388, + "eval_accuracy": 0.6661261289249786, + "eval_loss": 4.552921772003174, + "eval_runtime": 126.4818, + "eval_samples_per_second": 954.335, + "eval_steps_per_second": 5.969, + "step": 200000 + }, + { + "epoch": 14.08599128846424, + "grad_norm": 1.2012193202972412, + "learning_rate": 4.491831718953304e-05, + "loss": 4.876, + "step": 200500 + }, + { + "epoch": 14.1211184487846, + "grad_norm": 1.1868584156036377, + "learning_rate": 4.4773745843573805e-05, + "loss": 4.8795, + "step": 201000 + }, + { + "epoch": 14.15624560910496, + "grad_norm": 1.2169872522354126, + "learning_rate": 4.4629174497614575e-05, + "loss": 4.8748, + "step": 201500 + }, + { + "epoch": 14.19137276942532, + "grad_norm": 1.1852657794952393, + "learning_rate": 4.4484603151655346e-05, + "loss": 4.8739, + "step": 202000 + }, + { + "epoch": 14.22649992974568, + "grad_norm": 1.1942535638809204, + "learning_rate": 4.434003180569612e-05, + "loss": 4.8751, + "step": 202500 + }, + { + "epoch": 14.261627090066039, + "grad_norm": 1.215712308883667, + "learning_rate": 4.419546045973688e-05, + "loss": 4.8773, + "step": 203000 + }, + { + "epoch": 14.2967542503864, + "grad_norm": 1.241031527519226, + "learning_rate": 4.405088911377765e-05, + "loss": 4.8742, + "step": 203500 + }, + { + "epoch": 14.331881410706758, + "grad_norm": 1.2578802108764648, + "learning_rate": 4.390631776781842e-05, + "loss": 4.8776, + "step": 204000 + }, + { + "epoch": 14.367008571027117, + "grad_norm": 1.2334762811660767, + "learning_rate": 4.3761746421859187e-05, + "loss": 4.8745, + "step": 204500 + }, + { + "epoch": 14.402135731347478, + "grad_norm": 1.2310295104980469, + "learning_rate": 4.361717507589996e-05, + "loss": 4.8738, + "step": 205000 + }, + { + "epoch": 14.437262891667837, + "grad_norm": 1.2107402086257935, + "learning_rate": 4.347260372994073e-05, + "loss": 4.8741, + "step": 205500 + }, + { + "epoch": 14.472390051988198, + "grad_norm": 1.1998326778411865, + "learning_rate": 4.33280323839815e-05, + "loss": 4.8733, + "step": 206000 + }, + { + "epoch": 14.507517212308557, + "grad_norm": 1.2449408769607544, + "learning_rate": 4.318346103802226e-05, + "loss": 4.8718, + "step": 206500 + }, + { + "epoch": 14.542644372628917, + "grad_norm": 1.1739016771316528, + "learning_rate": 4.3038889692063034e-05, + "loss": 4.8709, + "step": 207000 + }, + { + "epoch": 14.577771532949276, + "grad_norm": 1.3018107414245605, + "learning_rate": 4.2894318346103804e-05, + "loss": 4.8723, + "step": 207500 + }, + { + "epoch": 14.612898693269637, + "grad_norm": 1.2145353555679321, + "learning_rate": 4.2749747000144575e-05, + "loss": 4.8731, + "step": 208000 + }, + { + "epoch": 14.648025853589996, + "grad_norm": 1.2300605773925781, + "learning_rate": 4.260517565418534e-05, + "loss": 4.8708, + "step": 208500 + }, + { + "epoch": 14.683153013910356, + "grad_norm": 1.2295414209365845, + "learning_rate": 4.246060430822611e-05, + "loss": 4.8705, + "step": 209000 + }, + { + "epoch": 14.718280174230715, + "grad_norm": 1.2211674451828003, + "learning_rate": 4.231603296226688e-05, + "loss": 4.8702, + "step": 209500 + }, + { + "epoch": 14.753407334551074, + "grad_norm": 1.1789523363113403, + "learning_rate": 4.217146161630765e-05, + "loss": 4.8706, + "step": 210000 + }, + { + "epoch": 14.753407334551074, + "eval_accuracy": 0.6672022115746427, + "eval_loss": 4.544014930725098, + "eval_runtime": 126.1167, + "eval_samples_per_second": 957.098, + "eval_steps_per_second": 5.987, + "step": 210000 + }, + { + "epoch": 14.788534494871435, + "grad_norm": 1.236729383468628, + "learning_rate": 4.2026890270348416e-05, + "loss": 4.8686, + "step": 210500 + }, + { + "epoch": 14.823661655191794, + "grad_norm": 1.2526315450668335, + "learning_rate": 4.1882318924389186e-05, + "loss": 4.8675, + "step": 211000 + }, + { + "epoch": 14.858788815512154, + "grad_norm": 1.2497429847717285, + "learning_rate": 4.173774757842996e-05, + "loss": 4.8696, + "step": 211500 + }, + { + "epoch": 14.893915975832513, + "grad_norm": 1.226439118385315, + "learning_rate": 4.159317623247073e-05, + "loss": 4.8665, + "step": 212000 + }, + { + "epoch": 14.929043136152874, + "grad_norm": 1.28299880027771, + "learning_rate": 4.144860488651149e-05, + "loss": 4.8706, + "step": 212500 + }, + { + "epoch": 14.964170296473233, + "grad_norm": 1.228131651878357, + "learning_rate": 4.130403354055227e-05, + "loss": 4.8699, + "step": 213000 + }, + { + "epoch": 14.999297456793593, + "grad_norm": 1.2444589138031006, + "learning_rate": 4.1159462194593033e-05, + "loss": 4.8685, + "step": 213500 + }, + { + "epoch": 15.034424617113952, + "grad_norm": 1.2919272184371948, + "learning_rate": 4.1014890848633804e-05, + "loss": 4.8624, + "step": 214000 + }, + { + "epoch": 15.069551777434313, + "grad_norm": 1.2361222505569458, + "learning_rate": 4.087031950267457e-05, + "loss": 4.8659, + "step": 214500 + }, + { + "epoch": 15.104678937754672, + "grad_norm": 1.2248547077178955, + "learning_rate": 4.0725748156715346e-05, + "loss": 4.8655, + "step": 215000 + }, + { + "epoch": 15.13980609807503, + "grad_norm": 1.2208781242370605, + "learning_rate": 4.058117681075611e-05, + "loss": 4.8612, + "step": 215500 + }, + { + "epoch": 15.174933258395392, + "grad_norm": 1.1718521118164062, + "learning_rate": 4.043660546479688e-05, + "loss": 4.8652, + "step": 216000 + }, + { + "epoch": 15.21006041871575, + "grad_norm": 1.2290360927581787, + "learning_rate": 4.0292034118837645e-05, + "loss": 4.8649, + "step": 216500 + }, + { + "epoch": 15.245187579036111, + "grad_norm": 1.1924952268600464, + "learning_rate": 4.014746277287842e-05, + "loss": 4.8645, + "step": 217000 + }, + { + "epoch": 15.28031473935647, + "grad_norm": 1.1877204179763794, + "learning_rate": 4.0002891426919186e-05, + "loss": 4.8615, + "step": 217500 + }, + { + "epoch": 15.31544189967683, + "grad_norm": 1.2351772785186768, + "learning_rate": 3.985832008095996e-05, + "loss": 4.8627, + "step": 218000 + }, + { + "epoch": 15.35056905999719, + "grad_norm": 1.2018719911575317, + "learning_rate": 3.971374873500072e-05, + "loss": 4.8637, + "step": 218500 + }, + { + "epoch": 15.38569622031755, + "grad_norm": 1.24372398853302, + "learning_rate": 3.95691773890415e-05, + "loss": 4.8628, + "step": 219000 + }, + { + "epoch": 15.42082338063791, + "grad_norm": 1.1655218601226807, + "learning_rate": 3.942460604308226e-05, + "loss": 4.8624, + "step": 219500 + }, + { + "epoch": 15.45595054095827, + "grad_norm": 1.2862427234649658, + "learning_rate": 3.928003469712303e-05, + "loss": 4.8607, + "step": 220000 + }, + { + "epoch": 15.45595054095827, + "eval_accuracy": 0.6688299408630574, + "eval_loss": 4.5351457595825195, + "eval_runtime": 125.5363, + "eval_samples_per_second": 961.523, + "eval_steps_per_second": 6.014, + "step": 220000 + }, + { + "epoch": 15.491077701278629, + "grad_norm": 1.2285141944885254, + "learning_rate": 3.9135463351163804e-05, + "loss": 4.8619, + "step": 220500 + }, + { + "epoch": 15.526204861598988, + "grad_norm": 1.221633791923523, + "learning_rate": 3.899089200520457e-05, + "loss": 4.8629, + "step": 221000 + }, + { + "epoch": 15.561332021919348, + "grad_norm": 1.2441167831420898, + "learning_rate": 3.884632065924534e-05, + "loss": 4.861, + "step": 221500 + }, + { + "epoch": 15.596459182239707, + "grad_norm": 1.2674016952514648, + "learning_rate": 3.870174931328611e-05, + "loss": 4.8629, + "step": 222000 + }, + { + "epoch": 15.631586342560068, + "grad_norm": 1.1846632957458496, + "learning_rate": 3.855717796732688e-05, + "loss": 4.8589, + "step": 222500 + }, + { + "epoch": 15.666713502880427, + "grad_norm": 1.1672122478485107, + "learning_rate": 3.8412606621367644e-05, + "loss": 4.8602, + "step": 223000 + }, + { + "epoch": 15.701840663200787, + "grad_norm": 1.270010232925415, + "learning_rate": 3.8268035275408415e-05, + "loss": 4.8606, + "step": 223500 + }, + { + "epoch": 15.736967823521146, + "grad_norm": 1.2058274745941162, + "learning_rate": 3.812346392944918e-05, + "loss": 4.8572, + "step": 224000 + }, + { + "epoch": 15.772094983841507, + "grad_norm": 1.2046891450881958, + "learning_rate": 3.797889258348996e-05, + "loss": 4.8569, + "step": 224500 + }, + { + "epoch": 15.807222144161866, + "grad_norm": 1.2354998588562012, + "learning_rate": 3.783432123753072e-05, + "loss": 4.8539, + "step": 225000 + }, + { + "epoch": 15.842349304482227, + "grad_norm": 1.2390248775482178, + "learning_rate": 3.768974989157149e-05, + "loss": 4.8559, + "step": 225500 + }, + { + "epoch": 15.877476464802585, + "grad_norm": 1.2330007553100586, + "learning_rate": 3.754517854561226e-05, + "loss": 4.8597, + "step": 226000 + }, + { + "epoch": 15.912603625122944, + "grad_norm": 1.2747974395751953, + "learning_rate": 3.740060719965303e-05, + "loss": 4.8588, + "step": 226500 + }, + { + "epoch": 15.947730785443305, + "grad_norm": 1.2696510553359985, + "learning_rate": 3.72560358536938e-05, + "loss": 4.8557, + "step": 227000 + }, + { + "epoch": 15.982857945763664, + "grad_norm": 1.298751711845398, + "learning_rate": 3.711146450773457e-05, + "loss": 4.8577, + "step": 227500 + }, + { + "epoch": 16.017985106084023, + "grad_norm": 1.2625064849853516, + "learning_rate": 3.696689316177534e-05, + "loss": 4.8527, + "step": 228000 + }, + { + "epoch": 16.053112266404383, + "grad_norm": 1.2783324718475342, + "learning_rate": 3.682232181581611e-05, + "loss": 4.8509, + "step": 228500 + }, + { + "epoch": 16.088239426724744, + "grad_norm": 1.2679533958435059, + "learning_rate": 3.667775046985687e-05, + "loss": 4.8525, + "step": 229000 + }, + { + "epoch": 16.123366587045105, + "grad_norm": 1.2338887453079224, + "learning_rate": 3.6533179123897644e-05, + "loss": 4.8531, + "step": 229500 + }, + { + "epoch": 16.158493747365462, + "grad_norm": 1.2011520862579346, + "learning_rate": 3.6388607777938415e-05, + "loss": 4.8551, + "step": 230000 + }, + { + "epoch": 16.158493747365462, + "eval_accuracy": 0.6691269185696531, + "eval_loss": 4.528936386108398, + "eval_runtime": 140.3839, + "eval_samples_per_second": 859.828, + "eval_steps_per_second": 5.378, + "step": 230000 + }, + { + "epoch": 16.193620907685823, + "grad_norm": 1.224282145500183, + "learning_rate": 3.6244036431979186e-05, + "loss": 4.85, + "step": 230500 + }, + { + "epoch": 16.228748068006183, + "grad_norm": 1.3068790435791016, + "learning_rate": 3.609946508601995e-05, + "loss": 4.8521, + "step": 231000 + }, + { + "epoch": 16.26387522832654, + "grad_norm": 1.2348567247390747, + "learning_rate": 3.595489374006073e-05, + "loss": 4.8483, + "step": 231500 + }, + { + "epoch": 16.2990023886469, + "grad_norm": 1.1817059516906738, + "learning_rate": 3.581032239410149e-05, + "loss": 4.8532, + "step": 232000 + }, + { + "epoch": 16.33412954896726, + "grad_norm": 1.21579110622406, + "learning_rate": 3.566575104814226e-05, + "loss": 4.8491, + "step": 232500 + }, + { + "epoch": 16.369256709287622, + "grad_norm": 1.2975022792816162, + "learning_rate": 3.5521179702183026e-05, + "loss": 4.8494, + "step": 233000 + }, + { + "epoch": 16.40438386960798, + "grad_norm": 1.1813398599624634, + "learning_rate": 3.5376608356223804e-05, + "loss": 4.8502, + "step": 233500 + }, + { + "epoch": 16.43951102992834, + "grad_norm": 1.2424049377441406, + "learning_rate": 3.523203701026457e-05, + "loss": 4.8485, + "step": 234000 + }, + { + "epoch": 16.4746381902487, + "grad_norm": 1.2299352884292603, + "learning_rate": 3.508746566430534e-05, + "loss": 4.8518, + "step": 234500 + }, + { + "epoch": 16.50976535056906, + "grad_norm": 1.1961103677749634, + "learning_rate": 3.49428943183461e-05, + "loss": 4.8479, + "step": 235000 + }, + { + "epoch": 16.54489251088942, + "grad_norm": 1.2365537881851196, + "learning_rate": 3.479832297238687e-05, + "loss": 4.8465, + "step": 235500 + }, + { + "epoch": 16.58001967120978, + "grad_norm": 1.2166712284088135, + "learning_rate": 3.4653751626427644e-05, + "loss": 4.8506, + "step": 236000 + }, + { + "epoch": 16.61514683153014, + "grad_norm": 1.269130825996399, + "learning_rate": 3.4509180280468415e-05, + "loss": 4.8463, + "step": 236500 + }, + { + "epoch": 16.650273991850497, + "grad_norm": 1.2526973485946655, + "learning_rate": 3.436460893450918e-05, + "loss": 4.854, + "step": 237000 + }, + { + "epoch": 16.685401152170858, + "grad_norm": 1.266256332397461, + "learning_rate": 3.422003758854995e-05, + "loss": 4.8488, + "step": 237500 + }, + { + "epoch": 16.72052831249122, + "grad_norm": 1.2287768125534058, + "learning_rate": 3.407546624259072e-05, + "loss": 4.8481, + "step": 238000 + }, + { + "epoch": 16.75565547281158, + "grad_norm": 1.2123924493789673, + "learning_rate": 3.393089489663149e-05, + "loss": 4.8491, + "step": 238500 + }, + { + "epoch": 16.790782633131936, + "grad_norm": 1.2437433004379272, + "learning_rate": 3.378632355067226e-05, + "loss": 4.8455, + "step": 239000 + }, + { + "epoch": 16.825909793452297, + "grad_norm": 1.2102261781692505, + "learning_rate": 3.3641752204713026e-05, + "loss": 4.8461, + "step": 239500 + }, + { + "epoch": 16.861036953772658, + "grad_norm": 1.2507513761520386, + "learning_rate": 3.3497180858753797e-05, + "loss": 4.8461, + "step": 240000 + }, + { + "epoch": 16.861036953772658, + "eval_accuracy": 0.670154007681976, + "eval_loss": 4.523779392242432, + "eval_runtime": 139.3663, + "eval_samples_per_second": 866.106, + "eval_steps_per_second": 5.417, + "step": 240000 + }, + { + "epoch": 16.89616411409302, + "grad_norm": 1.2576217651367188, + "learning_rate": 3.335260951279456e-05, + "loss": 4.8448, + "step": 240500 + }, + { + "epoch": 16.931291274413375, + "grad_norm": 1.1840087175369263, + "learning_rate": 3.320803816683534e-05, + "loss": 4.8504, + "step": 241000 + }, + { + "epoch": 16.966418434733736, + "grad_norm": 1.219841480255127, + "learning_rate": 3.30634668208761e-05, + "loss": 4.8442, + "step": 241500 + }, + { + "epoch": 17.001545595054097, + "grad_norm": 1.324711561203003, + "learning_rate": 3.291889547491687e-05, + "loss": 4.8492, + "step": 242000 + }, + { + "epoch": 17.036672755374454, + "grad_norm": 1.2644296884536743, + "learning_rate": 3.277432412895764e-05, + "loss": 4.8466, + "step": 242500 + }, + { + "epoch": 17.071799915694815, + "grad_norm": 1.2209409475326538, + "learning_rate": 3.2629752782998414e-05, + "loss": 4.8436, + "step": 243000 + }, + { + "epoch": 17.106927076015175, + "grad_norm": 1.240304946899414, + "learning_rate": 3.248518143703918e-05, + "loss": 4.8422, + "step": 243500 + }, + { + "epoch": 17.142054236335536, + "grad_norm": 1.2072173357009888, + "learning_rate": 3.234061009107995e-05, + "loss": 4.8406, + "step": 244000 + }, + { + "epoch": 17.177181396655893, + "grad_norm": 1.2032321691513062, + "learning_rate": 3.219603874512072e-05, + "loss": 4.8399, + "step": 244500 + }, + { + "epoch": 17.212308556976254, + "grad_norm": 1.2202192544937134, + "learning_rate": 3.205146739916149e-05, + "loss": 4.8439, + "step": 245000 + }, + { + "epoch": 17.247435717296614, + "grad_norm": 1.2092161178588867, + "learning_rate": 3.1906896053202255e-05, + "loss": 4.8409, + "step": 245500 + }, + { + "epoch": 17.282562877616975, + "grad_norm": 1.19815993309021, + "learning_rate": 3.1762324707243026e-05, + "loss": 4.8447, + "step": 246000 + }, + { + "epoch": 17.317690037937332, + "grad_norm": 1.241196632385254, + "learning_rate": 3.1617753361283796e-05, + "loss": 4.8415, + "step": 246500 + }, + { + "epoch": 17.352817198257693, + "grad_norm": 1.2433580160140991, + "learning_rate": 3.147318201532457e-05, + "loss": 4.8392, + "step": 247000 + }, + { + "epoch": 17.387944358578054, + "grad_norm": 1.2644190788269043, + "learning_rate": 3.132861066936533e-05, + "loss": 4.8436, + "step": 247500 + }, + { + "epoch": 17.42307151889841, + "grad_norm": 1.201249599456787, + "learning_rate": 3.11840393234061e-05, + "loss": 4.8339, + "step": 248000 + }, + { + "epoch": 17.45819867921877, + "grad_norm": 1.3017292022705078, + "learning_rate": 3.103946797744687e-05, + "loss": 4.839, + "step": 248500 + }, + { + "epoch": 17.493325839539132, + "grad_norm": 1.2682198286056519, + "learning_rate": 3.0894896631487643e-05, + "loss": 4.8368, + "step": 249000 + }, + { + "epoch": 17.528452999859493, + "grad_norm": 1.2241114377975464, + "learning_rate": 3.075032528552841e-05, + "loss": 4.8371, + "step": 249500 + }, + { + "epoch": 17.56358016017985, + "grad_norm": 1.1952778100967407, + "learning_rate": 3.060575393956918e-05, + "loss": 4.8365, + "step": 250000 + }, + { + "epoch": 17.56358016017985, + "eval_accuracy": 0.6707725782357475, + "eval_loss": 4.5180792808532715, + "eval_runtime": 142.6244, + "eval_samples_per_second": 846.321, + "eval_steps_per_second": 5.294, + "step": 250000 + }, + { + "epoch": 17.59870732050021, + "grad_norm": 1.3638995885849, + "learning_rate": 3.046118259360995e-05, + "loss": 4.8434, + "step": 250500 + }, + { + "epoch": 17.63383448082057, + "grad_norm": 1.2575321197509766, + "learning_rate": 3.0316611247650716e-05, + "loss": 4.8335, + "step": 251000 + }, + { + "epoch": 17.668961641140932, + "grad_norm": 1.225792407989502, + "learning_rate": 3.0172039901691484e-05, + "loss": 4.8384, + "step": 251500 + }, + { + "epoch": 17.70408880146129, + "grad_norm": 1.3035650253295898, + "learning_rate": 3.0027468555732258e-05, + "loss": 4.8388, + "step": 252000 + }, + { + "epoch": 17.73921596178165, + "grad_norm": 1.2521038055419922, + "learning_rate": 2.9882897209773025e-05, + "loss": 4.8373, + "step": 252500 + }, + { + "epoch": 17.77434312210201, + "grad_norm": 1.2092581987380981, + "learning_rate": 2.9738325863813793e-05, + "loss": 4.835, + "step": 253000 + }, + { + "epoch": 17.809470282422367, + "grad_norm": 1.2128022909164429, + "learning_rate": 2.959375451785456e-05, + "loss": 4.8384, + "step": 253500 + }, + { + "epoch": 17.844597442742728, + "grad_norm": 1.3103076219558716, + "learning_rate": 2.9449183171895334e-05, + "loss": 4.8346, + "step": 254000 + }, + { + "epoch": 17.87972460306309, + "grad_norm": 1.2214813232421875, + "learning_rate": 2.93046118259361e-05, + "loss": 4.8399, + "step": 254500 + }, + { + "epoch": 17.91485176338345, + "grad_norm": 1.2692084312438965, + "learning_rate": 2.916004047997687e-05, + "loss": 4.8368, + "step": 255000 + }, + { + "epoch": 17.949978923703807, + "grad_norm": 1.257507562637329, + "learning_rate": 2.9015469134017636e-05, + "loss": 4.8382, + "step": 255500 + }, + { + "epoch": 17.985106084024167, + "grad_norm": 1.2650429010391235, + "learning_rate": 2.887089778805841e-05, + "loss": 4.8344, + "step": 256000 + }, + { + "epoch": 18.020233244344528, + "grad_norm": 1.1996506452560425, + "learning_rate": 2.8726326442099178e-05, + "loss": 4.8362, + "step": 256500 + }, + { + "epoch": 18.05536040466489, + "grad_norm": 1.244161605834961, + "learning_rate": 2.8581755096139945e-05, + "loss": 4.8355, + "step": 257000 + }, + { + "epoch": 18.090487564985246, + "grad_norm": 1.2256453037261963, + "learning_rate": 2.843718375018072e-05, + "loss": 4.8318, + "step": 257500 + }, + { + "epoch": 18.125614725305606, + "grad_norm": 1.2700932025909424, + "learning_rate": 2.8292612404221487e-05, + "loss": 4.8341, + "step": 258000 + }, + { + "epoch": 18.160741885625967, + "grad_norm": 1.227278709411621, + "learning_rate": 2.8148041058262254e-05, + "loss": 4.8326, + "step": 258500 + }, + { + "epoch": 18.195869045946324, + "grad_norm": 1.237528681755066, + "learning_rate": 2.800346971230302e-05, + "loss": 4.8338, + "step": 259000 + }, + { + "epoch": 18.230996206266685, + "grad_norm": 1.278845191001892, + "learning_rate": 2.7858898366343792e-05, + "loss": 4.8332, + "step": 259500 + }, + { + "epoch": 18.266123366587045, + "grad_norm": 1.2519580125808716, + "learning_rate": 2.7714327020384563e-05, + "loss": 4.831, + "step": 260000 + }, + { + "epoch": 18.266123366587045, + "eval_accuracy": 0.6715583971956572, + "eval_loss": 4.512533664703369, + "eval_runtime": 138.5668, + "eval_samples_per_second": 871.103, + "eval_steps_per_second": 5.449, + "step": 260000 + }, + { + "epoch": 18.301250526907406, + "grad_norm": 1.2077840566635132, + "learning_rate": 2.756975567442533e-05, + "loss": 4.8311, + "step": 260500 + }, + { + "epoch": 18.336377687227763, + "grad_norm": 1.2855967283248901, + "learning_rate": 2.7425184328466098e-05, + "loss": 4.8283, + "step": 261000 + }, + { + "epoch": 18.371504847548124, + "grad_norm": 1.2155075073242188, + "learning_rate": 2.728061298250687e-05, + "loss": 4.8347, + "step": 261500 + }, + { + "epoch": 18.406632007868485, + "grad_norm": 1.2062431573867798, + "learning_rate": 2.7136041636547636e-05, + "loss": 4.8312, + "step": 262000 + }, + { + "epoch": 18.441759168188845, + "grad_norm": 1.2710195779800415, + "learning_rate": 2.6991470290588407e-05, + "loss": 4.8291, + "step": 262500 + }, + { + "epoch": 18.476886328509202, + "grad_norm": 1.3219693899154663, + "learning_rate": 2.6846898944629178e-05, + "loss": 4.8304, + "step": 263000 + }, + { + "epoch": 18.512013488829563, + "grad_norm": 1.2231227159500122, + "learning_rate": 2.6702327598669945e-05, + "loss": 4.8274, + "step": 263500 + }, + { + "epoch": 18.547140649149924, + "grad_norm": 1.2857335805892944, + "learning_rate": 2.6557756252710713e-05, + "loss": 4.8272, + "step": 264000 + }, + { + "epoch": 18.58226780947028, + "grad_norm": 1.2383677959442139, + "learning_rate": 2.641318490675148e-05, + "loss": 4.8276, + "step": 264500 + }, + { + "epoch": 18.61739496979064, + "grad_norm": 1.263206124305725, + "learning_rate": 2.6268613560792254e-05, + "loss": 4.831, + "step": 265000 + }, + { + "epoch": 18.652522130111002, + "grad_norm": 1.2725106477737427, + "learning_rate": 2.612404221483302e-05, + "loss": 4.8289, + "step": 265500 + }, + { + "epoch": 18.687649290431363, + "grad_norm": 1.2537930011749268, + "learning_rate": 2.597947086887379e-05, + "loss": 4.8268, + "step": 266000 + }, + { + "epoch": 18.72277645075172, + "grad_norm": 1.2264420986175537, + "learning_rate": 2.5834899522914556e-05, + "loss": 4.8299, + "step": 266500 + }, + { + "epoch": 18.75790361107208, + "grad_norm": 1.1995207071304321, + "learning_rate": 2.569032817695533e-05, + "loss": 4.8297, + "step": 267000 + }, + { + "epoch": 18.79303077139244, + "grad_norm": 1.234877586364746, + "learning_rate": 2.5545756830996098e-05, + "loss": 4.8308, + "step": 267500 + }, + { + "epoch": 18.828157931712802, + "grad_norm": 1.2074074745178223, + "learning_rate": 2.5401185485036865e-05, + "loss": 4.8289, + "step": 268000 + }, + { + "epoch": 18.86328509203316, + "grad_norm": 1.345072865486145, + "learning_rate": 2.5256614139077633e-05, + "loss": 4.8268, + "step": 268500 + }, + { + "epoch": 18.89841225235352, + "grad_norm": 1.2629283666610718, + "learning_rate": 2.5112042793118407e-05, + "loss": 4.8289, + "step": 269000 + }, + { + "epoch": 18.93353941267388, + "grad_norm": 1.228371024131775, + "learning_rate": 2.4967471447159174e-05, + "loss": 4.8281, + "step": 269500 + }, + { + "epoch": 18.968666572994238, + "grad_norm": 1.233062982559204, + "learning_rate": 2.4822900101199945e-05, + "loss": 4.8298, + "step": 270000 + }, + { + "epoch": 18.968666572994238, + "eval_accuracy": 0.6723839472789862, + "eval_loss": 4.508018493652344, + "eval_runtime": 136.0801, + "eval_samples_per_second": 887.022, + "eval_steps_per_second": 5.548, + "step": 270000 + }, + { + "epoch": 19.0037937333146, + "grad_norm": 1.3693454265594482, + "learning_rate": 2.4678328755240712e-05, + "loss": 4.8269, + "step": 270500 + }, + { + "epoch": 19.03892089363496, + "grad_norm": 1.310105323791504, + "learning_rate": 2.4533757409281483e-05, + "loss": 4.8242, + "step": 271000 + }, + { + "epoch": 19.07404805395532, + "grad_norm": 1.2209819555282593, + "learning_rate": 2.438918606332225e-05, + "loss": 4.8255, + "step": 271500 + }, + { + "epoch": 19.109175214275677, + "grad_norm": 1.2459584474563599, + "learning_rate": 2.424461471736302e-05, + "loss": 4.8238, + "step": 272000 + }, + { + "epoch": 19.144302374596037, + "grad_norm": 1.2385457754135132, + "learning_rate": 2.410004337140379e-05, + "loss": 4.8248, + "step": 272500 + }, + { + "epoch": 19.179429534916398, + "grad_norm": 1.3180341720581055, + "learning_rate": 2.395547202544456e-05, + "loss": 4.8253, + "step": 273000 + }, + { + "epoch": 19.21455669523676, + "grad_norm": 1.225286602973938, + "learning_rate": 2.3810900679485327e-05, + "loss": 4.8206, + "step": 273500 + }, + { + "epoch": 19.249683855557116, + "grad_norm": 1.2601996660232544, + "learning_rate": 2.3666329333526098e-05, + "loss": 4.8227, + "step": 274000 + }, + { + "epoch": 19.284811015877477, + "grad_norm": 1.2234896421432495, + "learning_rate": 2.3521757987566865e-05, + "loss": 4.8237, + "step": 274500 + }, + { + "epoch": 19.319938176197837, + "grad_norm": 1.2657651901245117, + "learning_rate": 2.3377186641607636e-05, + "loss": 4.8252, + "step": 275000 + }, + { + "epoch": 19.355065336518194, + "grad_norm": 1.251855731010437, + "learning_rate": 2.3232615295648403e-05, + "loss": 4.8267, + "step": 275500 + }, + { + "epoch": 19.390192496838555, + "grad_norm": 1.2351305484771729, + "learning_rate": 2.3088043949689174e-05, + "loss": 4.8192, + "step": 276000 + }, + { + "epoch": 19.425319657158916, + "grad_norm": 1.2252118587493896, + "learning_rate": 2.2943472603729945e-05, + "loss": 4.8251, + "step": 276500 + }, + { + "epoch": 19.460446817479276, + "grad_norm": 1.2224647998809814, + "learning_rate": 2.2798901257770712e-05, + "loss": 4.8202, + "step": 277000 + }, + { + "epoch": 19.495573977799634, + "grad_norm": 1.242702841758728, + "learning_rate": 2.265432991181148e-05, + "loss": 4.8236, + "step": 277500 + }, + { + "epoch": 19.530701138119994, + "grad_norm": 1.2677148580551147, + "learning_rate": 2.250975856585225e-05, + "loss": 4.8203, + "step": 278000 + }, + { + "epoch": 19.565828298440355, + "grad_norm": 1.3082236051559448, + "learning_rate": 2.2365187219893018e-05, + "loss": 4.8243, + "step": 278500 + }, + { + "epoch": 19.600955458760716, + "grad_norm": 1.269713044166565, + "learning_rate": 2.2220615873933785e-05, + "loss": 4.8195, + "step": 279000 + }, + { + "epoch": 19.636082619081073, + "grad_norm": 1.246695876121521, + "learning_rate": 2.2076044527974556e-05, + "loss": 4.8237, + "step": 279500 + }, + { + "epoch": 19.671209779401433, + "grad_norm": 1.250370979309082, + "learning_rate": 2.1931473182015323e-05, + "loss": 4.82, + "step": 280000 + }, + { + "epoch": 19.671209779401433, + "eval_accuracy": 0.6732291231476323, + "eval_loss": 4.502586364746094, + "eval_runtime": 136.5332, + "eval_samples_per_second": 884.078, + "eval_steps_per_second": 5.53, + "step": 280000 + }, + { + "epoch": 19.706336939721794, + "grad_norm": 1.2715970277786255, + "learning_rate": 2.1786901836056094e-05, + "loss": 4.823, + "step": 280500 + }, + { + "epoch": 19.74146410004215, + "grad_norm": 1.2604025602340698, + "learning_rate": 2.164233049009686e-05, + "loss": 4.8229, + "step": 281000 + }, + { + "epoch": 19.776591260362512, + "grad_norm": 1.2717580795288086, + "learning_rate": 2.1497759144137632e-05, + "loss": 4.821, + "step": 281500 + }, + { + "epoch": 19.811718420682872, + "grad_norm": 1.2805583477020264, + "learning_rate": 2.1353187798178403e-05, + "loss": 4.8195, + "step": 282000 + }, + { + "epoch": 19.846845581003233, + "grad_norm": 1.2786941528320312, + "learning_rate": 2.120861645221917e-05, + "loss": 4.8188, + "step": 282500 + }, + { + "epoch": 19.88197274132359, + "grad_norm": 1.2619529962539673, + "learning_rate": 2.106404510625994e-05, + "loss": 4.8183, + "step": 283000 + }, + { + "epoch": 19.91709990164395, + "grad_norm": 1.3264570236206055, + "learning_rate": 2.091947376030071e-05, + "loss": 4.8225, + "step": 283500 + }, + { + "epoch": 19.95222706196431, + "grad_norm": 1.3388673067092896, + "learning_rate": 2.077490241434148e-05, + "loss": 4.8182, + "step": 284000 + }, + { + "epoch": 19.987354222284672, + "grad_norm": 1.2571300268173218, + "learning_rate": 2.0630331068382247e-05, + "loss": 4.8186, + "step": 284500 + }, + { + "epoch": 20.02248138260503, + "grad_norm": 1.260873794555664, + "learning_rate": 2.0485759722423017e-05, + "loss": 4.8216, + "step": 285000 + }, + { + "epoch": 20.05760854292539, + "grad_norm": 1.2571736574172974, + "learning_rate": 2.0341188376463785e-05, + "loss": 4.8159, + "step": 285500 + }, + { + "epoch": 20.09273570324575, + "grad_norm": 1.285014033317566, + "learning_rate": 2.0196617030504556e-05, + "loss": 4.8155, + "step": 286000 + }, + { + "epoch": 20.127862863566108, + "grad_norm": 1.2193158864974976, + "learning_rate": 2.0052045684545323e-05, + "loss": 4.8167, + "step": 286500 + }, + { + "epoch": 20.16299002388647, + "grad_norm": 1.2150843143463135, + "learning_rate": 1.9907474338586094e-05, + "loss": 4.8149, + "step": 287000 + }, + { + "epoch": 20.19811718420683, + "grad_norm": 1.2412134408950806, + "learning_rate": 1.976290299262686e-05, + "loss": 4.8146, + "step": 287500 + }, + { + "epoch": 20.23324434452719, + "grad_norm": 1.2893328666687012, + "learning_rate": 1.9618331646667632e-05, + "loss": 4.8165, + "step": 288000 + }, + { + "epoch": 20.268371504847547, + "grad_norm": 1.259504795074463, + "learning_rate": 1.9473760300708403e-05, + "loss": 4.8139, + "step": 288500 + }, + { + "epoch": 20.303498665167908, + "grad_norm": 1.2881910800933838, + "learning_rate": 1.932918895474917e-05, + "loss": 4.8192, + "step": 289000 + }, + { + "epoch": 20.33862582548827, + "grad_norm": 1.3316067457199097, + "learning_rate": 1.918461760878994e-05, + "loss": 4.8155, + "step": 289500 + }, + { + "epoch": 20.37375298580863, + "grad_norm": 1.2800790071487427, + "learning_rate": 1.9040046262830708e-05, + "loss": 4.8168, + "step": 290000 + }, + { + "epoch": 20.37375298580863, + "eval_accuracy": 0.6737959000986882, + "eval_loss": 4.496816158294678, + "eval_runtime": 134.4386, + "eval_samples_per_second": 897.852, + "eval_steps_per_second": 5.616, + "step": 290000 + }, + { + "epoch": 20.408880146128986, + "grad_norm": 1.2663326263427734, + "learning_rate": 1.889547491687148e-05, + "loss": 4.8151, + "step": 290500 + }, + { + "epoch": 20.444007306449347, + "grad_norm": 1.2812772989273071, + "learning_rate": 1.8750903570912246e-05, + "loss": 4.8177, + "step": 291000 + }, + { + "epoch": 20.479134466769708, + "grad_norm": 1.2344677448272705, + "learning_rate": 1.8606332224953017e-05, + "loss": 4.8119, + "step": 291500 + }, + { + "epoch": 20.514261627090065, + "grad_norm": 1.2526355981826782, + "learning_rate": 1.8461760878993785e-05, + "loss": 4.8153, + "step": 292000 + }, + { + "epoch": 20.549388787410425, + "grad_norm": 1.2275665998458862, + "learning_rate": 1.8317189533034555e-05, + "loss": 4.812, + "step": 292500 + }, + { + "epoch": 20.584515947730786, + "grad_norm": 1.287656545639038, + "learning_rate": 1.8172618187075323e-05, + "loss": 4.8157, + "step": 293000 + }, + { + "epoch": 20.619643108051147, + "grad_norm": 1.3148868083953857, + "learning_rate": 1.8028046841116093e-05, + "loss": 4.8162, + "step": 293500 + }, + { + "epoch": 20.654770268371504, + "grad_norm": 1.3041707277297974, + "learning_rate": 1.788347549515686e-05, + "loss": 4.8126, + "step": 294000 + }, + { + "epoch": 20.689897428691864, + "grad_norm": 1.2801120281219482, + "learning_rate": 1.7738904149197628e-05, + "loss": 4.8153, + "step": 294500 + }, + { + "epoch": 20.725024589012225, + "grad_norm": 1.2438610792160034, + "learning_rate": 1.75943328032384e-05, + "loss": 4.8138, + "step": 295000 + }, + { + "epoch": 20.760151749332586, + "grad_norm": 1.2917931079864502, + "learning_rate": 1.7449761457279166e-05, + "loss": 4.8161, + "step": 295500 + }, + { + "epoch": 20.795278909652943, + "grad_norm": 1.3261077404022217, + "learning_rate": 1.7305190111319937e-05, + "loss": 4.8102, + "step": 296000 + }, + { + "epoch": 20.830406069973304, + "grad_norm": 1.2542301416397095, + "learning_rate": 1.7160618765360705e-05, + "loss": 4.8137, + "step": 296500 + }, + { + "epoch": 20.865533230293664, + "grad_norm": 1.212733268737793, + "learning_rate": 1.7016047419401475e-05, + "loss": 4.8082, + "step": 297000 + }, + { + "epoch": 20.90066039061402, + "grad_norm": 1.261491298675537, + "learning_rate": 1.6871476073442243e-05, + "loss": 4.8146, + "step": 297500 + }, + { + "epoch": 20.935787550934382, + "grad_norm": 1.2800852060317993, + "learning_rate": 1.6726904727483014e-05, + "loss": 4.813, + "step": 298000 + }, + { + "epoch": 20.970914711254743, + "grad_norm": 1.2858755588531494, + "learning_rate": 1.658233338152378e-05, + "loss": 4.815, + "step": 298500 + }, + { + "epoch": 21.006041871575103, + "grad_norm": 1.3007336854934692, + "learning_rate": 1.6437762035564552e-05, + "loss": 4.8123, + "step": 299000 + }, + { + "epoch": 21.04116903189546, + "grad_norm": 1.2589894533157349, + "learning_rate": 1.629319068960532e-05, + "loss": 4.8127, + "step": 299500 + }, + { + "epoch": 21.07629619221582, + "grad_norm": 1.2507349252700806, + "learning_rate": 1.614861934364609e-05, + "loss": 4.8087, + "step": 300000 + }, + { + "epoch": 21.07629619221582, + "eval_accuracy": 0.6745277977453018, + "eval_loss": 4.493993759155273, + "eval_runtime": 135.2696, + "eval_samples_per_second": 892.336, + "eval_steps_per_second": 5.581, + "step": 300000 + }, + { + "epoch": 21.111423352536182, + "grad_norm": 1.3088561296463013, + "learning_rate": 1.6004047997686857e-05, + "loss": 4.8094, + "step": 300500 + }, + { + "epoch": 21.14655051285654, + "grad_norm": 1.2399375438690186, + "learning_rate": 1.5859476651727628e-05, + "loss": 4.8104, + "step": 301000 + }, + { + "epoch": 21.1816776731769, + "grad_norm": 1.2422513961791992, + "learning_rate": 1.57149053057684e-05, + "loss": 4.8105, + "step": 301500 + }, + { + "epoch": 21.21680483349726, + "grad_norm": 1.1982223987579346, + "learning_rate": 1.5570333959809166e-05, + "loss": 4.8143, + "step": 302000 + }, + { + "epoch": 21.25193199381762, + "grad_norm": 1.2185834646224976, + "learning_rate": 1.5425762613849937e-05, + "loss": 4.8068, + "step": 302500 + }, + { + "epoch": 21.287059154137978, + "grad_norm": 1.3271536827087402, + "learning_rate": 1.5281191267890704e-05, + "loss": 4.8093, + "step": 303000 + }, + { + "epoch": 21.32218631445834, + "grad_norm": 1.2299219369888306, + "learning_rate": 1.5136619921931475e-05, + "loss": 4.8083, + "step": 303500 + }, + { + "epoch": 21.3573134747787, + "grad_norm": 1.263633370399475, + "learning_rate": 1.4992048575972243e-05, + "loss": 4.8062, + "step": 304000 + }, + { + "epoch": 21.39244063509906, + "grad_norm": 1.2906148433685303, + "learning_rate": 1.4847477230013013e-05, + "loss": 4.8111, + "step": 304500 + }, + { + "epoch": 21.427567795419417, + "grad_norm": 1.2754861116409302, + "learning_rate": 1.470290588405378e-05, + "loss": 4.8077, + "step": 305000 + }, + { + "epoch": 21.462694955739778, + "grad_norm": 1.2857871055603027, + "learning_rate": 1.4558334538094551e-05, + "loss": 4.8082, + "step": 305500 + }, + { + "epoch": 21.49782211606014, + "grad_norm": 1.3503425121307373, + "learning_rate": 1.4413763192135319e-05, + "loss": 4.8071, + "step": 306000 + }, + { + "epoch": 21.532949276380496, + "grad_norm": 1.2912927865982056, + "learning_rate": 1.4269191846176088e-05, + "loss": 4.8067, + "step": 306500 + }, + { + "epoch": 21.568076436700856, + "grad_norm": 1.2711697816848755, + "learning_rate": 1.4124620500216857e-05, + "loss": 4.8069, + "step": 307000 + }, + { + "epoch": 21.603203597021217, + "grad_norm": 1.3177986145019531, + "learning_rate": 1.3980049154257626e-05, + "loss": 4.8072, + "step": 307500 + }, + { + "epoch": 21.638330757341578, + "grad_norm": 1.2948944568634033, + "learning_rate": 1.3835477808298397e-05, + "loss": 4.815, + "step": 308000 + }, + { + "epoch": 21.673457917661935, + "grad_norm": 1.2391667366027832, + "learning_rate": 1.3690906462339164e-05, + "loss": 4.8091, + "step": 308500 + }, + { + "epoch": 21.708585077982296, + "grad_norm": 1.2883468866348267, + "learning_rate": 1.3546335116379935e-05, + "loss": 4.8072, + "step": 309000 + }, + { + "epoch": 21.743712238302656, + "grad_norm": 1.3043705224990845, + "learning_rate": 1.3401763770420702e-05, + "loss": 4.8036, + "step": 309500 + }, + { + "epoch": 21.778839398623017, + "grad_norm": 1.2346197366714478, + "learning_rate": 1.3257192424461473e-05, + "loss": 4.8065, + "step": 310000 + }, + { + "epoch": 21.778839398623017, + "eval_accuracy": 0.6752954696307744, + "eval_loss": 4.48726224899292, + "eval_runtime": 139.5292, + "eval_samples_per_second": 865.095, + "eval_steps_per_second": 5.411, + "step": 310000 + }, + { + "epoch": 21.813966558943374, + "grad_norm": 1.3174384832382202, + "learning_rate": 1.311262107850224e-05, + "loss": 4.8037, + "step": 310500 + }, + { + "epoch": 21.849093719263735, + "grad_norm": 1.2581169605255127, + "learning_rate": 1.2968049732543011e-05, + "loss": 4.8036, + "step": 311000 + }, + { + "epoch": 21.884220879584095, + "grad_norm": 1.2498201131820679, + "learning_rate": 1.2823478386583779e-05, + "loss": 4.8085, + "step": 311500 + }, + { + "epoch": 21.919348039904452, + "grad_norm": 1.2525370121002197, + "learning_rate": 1.267890704062455e-05, + "loss": 4.804, + "step": 312000 + }, + { + "epoch": 21.954475200224813, + "grad_norm": 1.2862482070922852, + "learning_rate": 1.2534335694665317e-05, + "loss": 4.8054, + "step": 312500 + }, + { + "epoch": 21.989602360545174, + "grad_norm": 1.230281949043274, + "learning_rate": 1.2389764348706088e-05, + "loss": 4.8076, + "step": 313000 + }, + { + "epoch": 22.024729520865534, + "grad_norm": 1.294276475906372, + "learning_rate": 1.2245193002746857e-05, + "loss": 4.8032, + "step": 313500 + }, + { + "epoch": 22.05985668118589, + "grad_norm": 1.3363004922866821, + "learning_rate": 1.2100621656787626e-05, + "loss": 4.8027, + "step": 314000 + }, + { + "epoch": 22.094983841506252, + "grad_norm": 1.3100172281265259, + "learning_rate": 1.1956050310828395e-05, + "loss": 4.8059, + "step": 314500 + }, + { + "epoch": 22.130111001826613, + "grad_norm": 1.2850050926208496, + "learning_rate": 1.1811478964869162e-05, + "loss": 4.8029, + "step": 315000 + }, + { + "epoch": 22.165238162146974, + "grad_norm": 1.2826613187789917, + "learning_rate": 1.1666907618909931e-05, + "loss": 4.8002, + "step": 315500 + }, + { + "epoch": 22.20036532246733, + "grad_norm": 1.2550464868545532, + "learning_rate": 1.15223362729507e-05, + "loss": 4.8019, + "step": 316000 + }, + { + "epoch": 22.23549248278769, + "grad_norm": 1.22563898563385, + "learning_rate": 1.137776492699147e-05, + "loss": 4.8032, + "step": 316500 + }, + { + "epoch": 22.270619643108052, + "grad_norm": 1.2782310247421265, + "learning_rate": 1.123319358103224e-05, + "loss": 4.8045, + "step": 317000 + }, + { + "epoch": 22.30574680342841, + "grad_norm": 1.2926520109176636, + "learning_rate": 1.108862223507301e-05, + "loss": 4.8031, + "step": 317500 + }, + { + "epoch": 22.34087396374877, + "grad_norm": 1.2573494911193848, + "learning_rate": 1.0944050889113779e-05, + "loss": 4.8027, + "step": 318000 + }, + { + "epoch": 22.37600112406913, + "grad_norm": 1.275132179260254, + "learning_rate": 1.0799479543154548e-05, + "loss": 4.8044, + "step": 318500 + }, + { + "epoch": 22.41112828438949, + "grad_norm": 1.2956249713897705, + "learning_rate": 1.0654908197195317e-05, + "loss": 4.8005, + "step": 319000 + }, + { + "epoch": 22.44625544470985, + "grad_norm": 1.2665064334869385, + "learning_rate": 1.0510336851236086e-05, + "loss": 4.8007, + "step": 319500 + }, + { + "epoch": 22.48138260503021, + "grad_norm": 1.3498852252960205, + "learning_rate": 1.0365765505276855e-05, + "loss": 4.7999, + "step": 320000 + }, + { + "epoch": 22.48138260503021, + "eval_accuracy": 0.6754618608508858, + "eval_loss": 4.484737873077393, + "eval_runtime": 136.5284, + "eval_samples_per_second": 884.109, + "eval_steps_per_second": 5.53, + "step": 320000 + }, + { + "epoch": 22.51650976535057, + "grad_norm": 1.308068871498108, + "learning_rate": 1.0221194159317624e-05, + "loss": 4.8019, + "step": 320500 + }, + { + "epoch": 22.55163692567093, + "grad_norm": 1.3431742191314697, + "learning_rate": 1.0076622813358393e-05, + "loss": 4.806, + "step": 321000 + }, + { + "epoch": 22.586764085991287, + "grad_norm": 1.2667869329452515, + "learning_rate": 9.932051467399162e-06, + "loss": 4.8039, + "step": 321500 + }, + { + "epoch": 22.621891246311648, + "grad_norm": 1.209094762802124, + "learning_rate": 9.787480121439931e-06, + "loss": 4.8, + "step": 322000 + }, + { + "epoch": 22.65701840663201, + "grad_norm": 1.2730494737625122, + "learning_rate": 9.6429087754807e-06, + "loss": 4.8026, + "step": 322500 + }, + { + "epoch": 22.692145566952366, + "grad_norm": 1.3531582355499268, + "learning_rate": 9.49833742952147e-06, + "loss": 4.8005, + "step": 323000 + }, + { + "epoch": 22.727272727272727, + "grad_norm": 1.2946540117263794, + "learning_rate": 9.353766083562238e-06, + "loss": 4.7994, + "step": 323500 + }, + { + "epoch": 22.762399887593087, + "grad_norm": 1.2677605152130127, + "learning_rate": 9.209194737603008e-06, + "loss": 4.7982, + "step": 324000 + }, + { + "epoch": 22.797527047913448, + "grad_norm": 1.3184878826141357, + "learning_rate": 9.064623391643777e-06, + "loss": 4.8019, + "step": 324500 + }, + { + "epoch": 22.832654208233805, + "grad_norm": 1.250824213027954, + "learning_rate": 8.920052045684546e-06, + "loss": 4.8016, + "step": 325000 + }, + { + "epoch": 22.867781368554166, + "grad_norm": 1.3487441539764404, + "learning_rate": 8.775480699725315e-06, + "loss": 4.8011, + "step": 325500 + }, + { + "epoch": 22.902908528874526, + "grad_norm": 1.2791815996170044, + "learning_rate": 8.630909353766084e-06, + "loss": 4.8026, + "step": 326000 + }, + { + "epoch": 22.938035689194887, + "grad_norm": 1.257918357849121, + "learning_rate": 8.486338007806853e-06, + "loss": 4.8003, + "step": 326500 + }, + { + "epoch": 22.973162849515244, + "grad_norm": 1.2757270336151123, + "learning_rate": 8.341766661847622e-06, + "loss": 4.7951, + "step": 327000 + }, + { + "epoch": 23.008290009835605, + "grad_norm": 1.2635070085525513, + "learning_rate": 8.197195315888391e-06, + "loss": 4.8015, + "step": 327500 + }, + { + "epoch": 23.043417170155966, + "grad_norm": 1.2947243452072144, + "learning_rate": 8.05262396992916e-06, + "loss": 4.8004, + "step": 328000 + }, + { + "epoch": 23.078544330476323, + "grad_norm": 1.2774442434310913, + "learning_rate": 7.90805262396993e-06, + "loss": 4.7951, + "step": 328500 + }, + { + "epoch": 23.113671490796683, + "grad_norm": 1.2870813608169556, + "learning_rate": 7.763481278010698e-06, + "loss": 4.799, + "step": 329000 + }, + { + "epoch": 23.148798651117044, + "grad_norm": 1.3238667249679565, + "learning_rate": 7.618909932051468e-06, + "loss": 4.8019, + "step": 329500 + }, + { + "epoch": 23.183925811437405, + "grad_norm": 1.2685827016830444, + "learning_rate": 7.474338586092237e-06, + "loss": 4.798, + "step": 330000 + }, + { + "epoch": 23.183925811437405, + "eval_accuracy": 0.6758814341201937, + "eval_loss": 4.481825351715088, + "eval_runtime": 137.5505, + "eval_samples_per_second": 877.539, + "eval_steps_per_second": 5.489, + "step": 330000 + }, + { + "epoch": 23.219052971757762, + "grad_norm": 1.3054661750793457, + "learning_rate": 7.3297672401330065e-06, + "loss": 4.7937, + "step": 330500 + }, + { + "epoch": 23.254180132078123, + "grad_norm": 1.2993879318237305, + "learning_rate": 7.1851958941737756e-06, + "loss": 4.7985, + "step": 331000 + }, + { + "epoch": 23.289307292398483, + "grad_norm": 1.2552520036697388, + "learning_rate": 7.040624548214545e-06, + "loss": 4.798, + "step": 331500 + }, + { + "epoch": 23.324434452718844, + "grad_norm": 1.2615892887115479, + "learning_rate": 6.896053202255314e-06, + "loss": 4.8014, + "step": 332000 + }, + { + "epoch": 23.3595616130392, + "grad_norm": 1.2777199745178223, + "learning_rate": 6.751481856296083e-06, + "loss": 4.7981, + "step": 332500 + }, + { + "epoch": 23.39468877335956, + "grad_norm": 1.2996366024017334, + "learning_rate": 6.606910510336851e-06, + "loss": 4.794, + "step": 333000 + }, + { + "epoch": 23.429815933679922, + "grad_norm": 1.2594910860061646, + "learning_rate": 6.46233916437762e-06, + "loss": 4.7968, + "step": 333500 + }, + { + "epoch": 23.46494309400028, + "grad_norm": 1.358947992324829, + "learning_rate": 6.317767818418389e-06, + "loss": 4.7968, + "step": 334000 + }, + { + "epoch": 23.50007025432064, + "grad_norm": 1.2598515748977661, + "learning_rate": 6.173196472459159e-06, + "loss": 4.7983, + "step": 334500 + }, + { + "epoch": 23.535197414641, + "grad_norm": 1.243940830230713, + "learning_rate": 6.028625126499928e-06, + "loss": 4.8009, + "step": 335000 + }, + { + "epoch": 23.57032457496136, + "grad_norm": 1.2729179859161377, + "learning_rate": 5.884053780540697e-06, + "loss": 4.7973, + "step": 335500 + }, + { + "epoch": 23.60545173528172, + "grad_norm": 1.276167631149292, + "learning_rate": 5.739482434581466e-06, + "loss": 4.7946, + "step": 336000 + }, + { + "epoch": 23.64057889560208, + "grad_norm": 1.301024317741394, + "learning_rate": 5.5949110886222355e-06, + "loss": 4.7929, + "step": 336500 + }, + { + "epoch": 23.67570605592244, + "grad_norm": 1.3131747245788574, + "learning_rate": 5.4503397426630046e-06, + "loss": 4.7966, + "step": 337000 + }, + { + "epoch": 23.7108332162428, + "grad_norm": 1.2923544645309448, + "learning_rate": 5.305768396703774e-06, + "loss": 4.7921, + "step": 337500 + }, + { + "epoch": 23.745960376563158, + "grad_norm": 1.3842499256134033, + "learning_rate": 5.161197050744543e-06, + "loss": 4.7927, + "step": 338000 + }, + { + "epoch": 23.78108753688352, + "grad_norm": 1.2835748195648193, + "learning_rate": 5.016625704785312e-06, + "loss": 4.7935, + "step": 338500 + }, + { + "epoch": 23.81621469720388, + "grad_norm": 1.265910267829895, + "learning_rate": 4.872054358826081e-06, + "loss": 4.7959, + "step": 339000 + }, + { + "epoch": 23.851341857524236, + "grad_norm": 1.2558317184448242, + "learning_rate": 4.72748301286685e-06, + "loss": 4.7955, + "step": 339500 + }, + { + "epoch": 23.886469017844597, + "grad_norm": 1.2944668531417847, + "learning_rate": 4.582911666907619e-06, + "loss": 4.7951, + "step": 340000 + }, + { + "epoch": 23.886469017844597, + "eval_accuracy": 0.6763557003560086, + "eval_loss": 4.478089809417725, + "eval_runtime": 136.4338, + "eval_samples_per_second": 884.722, + "eval_steps_per_second": 5.534, + "step": 340000 + }, + { + "epoch": 23.921596178164958, + "grad_norm": 1.274920105934143, + "learning_rate": 4.438340320948388e-06, + "loss": 4.794, + "step": 340500 + }, + { + "epoch": 23.956723338485318, + "grad_norm": 1.2540873289108276, + "learning_rate": 4.293768974989157e-06, + "loss": 4.796, + "step": 341000 + }, + { + "epoch": 23.991850498805675, + "grad_norm": 1.3056056499481201, + "learning_rate": 4.149197629029926e-06, + "loss": 4.7953, + "step": 341500 + }, + { + "epoch": 24.026977659126036, + "grad_norm": 1.2587436437606812, + "learning_rate": 4.004626283070695e-06, + "loss": 4.7968, + "step": 342000 + }, + { + "epoch": 24.062104819446397, + "grad_norm": 1.273866891860962, + "learning_rate": 3.8600549371114645e-06, + "loss": 4.7943, + "step": 342500 + }, + { + "epoch": 24.097231979766757, + "grad_norm": 1.2160638570785522, + "learning_rate": 3.7154835911522336e-06, + "loss": 4.7928, + "step": 343000 + }, + { + "epoch": 24.132359140087114, + "grad_norm": 1.2497260570526123, + "learning_rate": 3.5709122451930026e-06, + "loss": 4.7953, + "step": 343500 + }, + { + "epoch": 24.167486300407475, + "grad_norm": 1.2620630264282227, + "learning_rate": 3.426340899233772e-06, + "loss": 4.7975, + "step": 344000 + }, + { + "epoch": 24.202613460727836, + "grad_norm": 1.2412761449813843, + "learning_rate": 3.2817695532745412e-06, + "loss": 4.7947, + "step": 344500 + }, + { + "epoch": 24.237740621048193, + "grad_norm": 1.2190656661987305, + "learning_rate": 3.1371982073153103e-06, + "loss": 4.7977, + "step": 345000 + }, + { + "epoch": 24.272867781368554, + "grad_norm": 1.2885154485702515, + "learning_rate": 2.9926268613560794e-06, + "loss": 4.7933, + "step": 345500 + }, + { + "epoch": 24.307994941688914, + "grad_norm": 1.2771856784820557, + "learning_rate": 2.8480555153968485e-06, + "loss": 4.7928, + "step": 346000 + }, + { + "epoch": 24.343122102009275, + "grad_norm": 1.298667311668396, + "learning_rate": 2.7034841694376176e-06, + "loss": 4.7909, + "step": 346500 + }, + { + "epoch": 24.378249262329632, + "grad_norm": 1.2902612686157227, + "learning_rate": 2.5589128234783866e-06, + "loss": 4.7941, + "step": 347000 + }, + { + "epoch": 24.413376422649993, + "grad_norm": 1.3076661825180054, + "learning_rate": 2.414341477519156e-06, + "loss": 4.7917, + "step": 347500 + }, + { + "epoch": 24.448503582970353, + "grad_norm": 1.2441986799240112, + "learning_rate": 2.269770131559925e-06, + "loss": 4.7944, + "step": 348000 + }, + { + "epoch": 24.483630743290714, + "grad_norm": 1.2361170053482056, + "learning_rate": 2.125198785600694e-06, + "loss": 4.7908, + "step": 348500 + }, + { + "epoch": 24.51875790361107, + "grad_norm": 1.2300372123718262, + "learning_rate": 1.980627439641463e-06, + "loss": 4.7903, + "step": 349000 + }, + { + "epoch": 24.553885063931432, + "grad_norm": 1.2479238510131836, + "learning_rate": 1.8360560936822323e-06, + "loss": 4.791, + "step": 349500 + }, + { + "epoch": 24.589012224251793, + "grad_norm": 1.2789229154586792, + "learning_rate": 1.6914847477230013e-06, + "loss": 4.7946, + "step": 350000 + }, + { + "epoch": 24.589012224251793, + "eval_accuracy": 0.6768395395626101, + "eval_loss": 4.475473880767822, + "eval_runtime": 136.401, + "eval_samples_per_second": 884.935, + "eval_steps_per_second": 5.535, + "step": 350000 + }, + { + "epoch": 24.62413938457215, + "grad_norm": 1.290574312210083, + "learning_rate": 1.5469134017637704e-06, + "loss": 4.7913, + "step": 350500 + }, + { + "epoch": 24.65926654489251, + "grad_norm": 1.2345504760742188, + "learning_rate": 1.4023420558045395e-06, + "loss": 4.7912, + "step": 351000 + }, + { + "epoch": 24.69439370521287, + "grad_norm": 1.2862014770507812, + "learning_rate": 1.2577707098453088e-06, + "loss": 4.7922, + "step": 351500 + }, + { + "epoch": 24.72952086553323, + "grad_norm": 1.3092856407165527, + "learning_rate": 1.1131993638860779e-06, + "loss": 4.7912, + "step": 352000 + }, + { + "epoch": 24.76464802585359, + "grad_norm": 1.29878568649292, + "learning_rate": 9.68628017926847e-07, + "loss": 4.7924, + "step": 352500 + }, + { + "epoch": 24.79977518617395, + "grad_norm": 1.2417224645614624, + "learning_rate": 8.240566719676161e-07, + "loss": 4.7923, + "step": 353000 + }, + { + "epoch": 24.83490234649431, + "grad_norm": 1.25477135181427, + "learning_rate": 6.794853260083851e-07, + "loss": 4.7905, + "step": 353500 + }, + { + "epoch": 24.870029506814667, + "grad_norm": 1.244131088256836, + "learning_rate": 5.349139800491543e-07, + "loss": 4.7931, + "step": 354000 + }, + { + "epoch": 24.905156667135028, + "grad_norm": 1.2467916011810303, + "learning_rate": 3.903426340899234e-07, + "loss": 4.7926, + "step": 354500 + }, + { + "epoch": 24.94028382745539, + "grad_norm": 1.3050836324691772, + "learning_rate": 2.457712881306925e-07, + "loss": 4.7885, + "step": 355000 + }, + { + "epoch": 24.97541098777575, + "grad_norm": 1.197683572769165, + "learning_rate": 1.0119994217146162e-07, + "loss": 4.7916, + "step": 355500 + }, + { + "epoch": 25.0, + "step": 355850, + "total_flos": 3.041765415786701e+18, + "train_loss": 5.218619978394052, + "train_runtime": 91292.1269, + "train_samples_per_second": 623.641, + "train_steps_per_second": 3.898 + } + ], + "logging_steps": 500, + "max_steps": 355850, + "num_input_tokens_seen": 0, + "num_train_epochs": 25, + "save_steps": 10000, + "stateful_callbacks": { + "TrainerControl": { + "args": { + "should_epoch_stop": false, + "should_evaluate": false, + "should_log": false, + "should_save": true, + "should_training_stop": true + }, + "attributes": {} + } + }, + "total_flos": 3.041765415786701e+18, + "train_batch_size": 160, + "trial_name": null, + "trial_params": null +}