| { |
| "best_global_step": null, |
| "best_metric": null, |
| "best_model_checkpoint": null, |
| "epoch": 5.0, |
| "eval_steps": 500, |
| "global_step": 2075, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 0.060350030175015085, |
| "grad_norm": 0.47134971618652344, |
| "learning_rate": 8.18181818181818e-05, |
| "loss": 2.0011, |
| "mean_token_accuracy": 0.59705078125, |
| "num_tokens": 153961.0, |
| "step": 25 |
| }, |
| { |
| "epoch": 0.12070006035003017, |
| "grad_norm": 0.469433456659317, |
| "learning_rate": 0.00016704545454545452, |
| "loss": 0.9932, |
| "mean_token_accuracy": 0.7663843035697937, |
| "num_tokens": 278730.0, |
| "step": 50 |
| }, |
| { |
| "epoch": 0.18105009052504525, |
| "grad_norm": 0.3573744595050812, |
| "learning_rate": 0.0002522727272727273, |
| "loss": 0.6738, |
| "mean_token_accuracy": 0.8303389132022858, |
| "num_tokens": 433974.0, |
| "step": 75 |
| }, |
| { |
| "epoch": 0.24140012070006034, |
| "grad_norm": 0.4870102107524872, |
| "learning_rate": 0.0002999887132933212, |
| "loss": 0.538, |
| "mean_token_accuracy": 0.8561568921804428, |
| "num_tokens": 560553.0, |
| "step": 100 |
| }, |
| { |
| "epoch": 0.30175015087507545, |
| "grad_norm": 0.44018852710723877, |
| "learning_rate": 0.0002998791256978121, |
| "loss": 0.4078, |
| "mean_token_accuracy": 0.8877666676044464, |
| "num_tokens": 716164.0, |
| "step": 125 |
| }, |
| { |
| "epoch": 0.3621001810500905, |
| "grad_norm": 0.43588945269584656, |
| "learning_rate": 0.0002996530399366737, |
| "loss": 0.3434, |
| "mean_token_accuracy": 0.9038257998228073, |
| "num_tokens": 843777.0, |
| "step": 150 |
| }, |
| { |
| "epoch": 0.4224502112251056, |
| "grad_norm": 0.3000963032245636, |
| "learning_rate": 0.00029931063174202567, |
| "loss": 0.2533, |
| "mean_token_accuracy": 0.9296510416269302, |
| "num_tokens": 1000659.0, |
| "step": 175 |
| }, |
| { |
| "epoch": 0.4828002414001207, |
| "grad_norm": 0.5495067834854126, |
| "learning_rate": 0.00029885216726118104, |
| "loss": 0.2361, |
| "mean_token_accuracy": 0.9325439488887787, |
| "num_tokens": 1126758.0, |
| "step": 200 |
| }, |
| { |
| "epoch": 0.5431502715751357, |
| "grad_norm": 0.2725858688354492, |
| "learning_rate": 0.00029827800284977474, |
| "loss": 0.1796, |
| "mean_token_accuracy": 0.9506399631500244, |
| "num_tokens": 1282319.0, |
| "step": 225 |
| }, |
| { |
| "epoch": 0.6035003017501509, |
| "grad_norm": 0.36250340938568115, |
| "learning_rate": 0.00029758858479477575, |
| "loss": 0.1546, |
| "mean_token_accuracy": 0.9553977304697037, |
| "num_tokens": 1410048.0, |
| "step": 250 |
| }, |
| { |
| "epoch": 0.663850331925166, |
| "grad_norm": 0.19987879693508148, |
| "learning_rate": 0.0002967844489675963, |
| "loss": 0.1278, |
| "mean_token_accuracy": 0.9646538734436035, |
| "num_tokens": 1565741.0, |
| "step": 275 |
| }, |
| { |
| "epoch": 0.724200362100181, |
| "grad_norm": 0.37567138671875, |
| "learning_rate": 0.00029586622040756957, |
| "loss": 0.1253, |
| "mean_token_accuracy": 0.963447117805481, |
| "num_tokens": 1691742.0, |
| "step": 300 |
| }, |
| { |
| "epoch": 0.7845503922751962, |
| "grad_norm": 0.3131314218044281, |
| "learning_rate": 0.0002948346128361186, |
| "loss": 0.1226, |
| "mean_token_accuracy": 0.9655348366498947, |
| "num_tokens": 1849802.0, |
| "step": 325 |
| }, |
| { |
| "epoch": 0.8449004224502112, |
| "grad_norm": 0.31324562430381775, |
| "learning_rate": 0.00029369042810199416, |
| "loss": 0.0962, |
| "mean_token_accuracy": 0.9730838489532471, |
| "num_tokens": 1977116.0, |
| "step": 350 |
| }, |
| { |
| "epoch": 0.9052504526252263, |
| "grad_norm": 0.2842608690261841, |
| "learning_rate": 0.0002924345555580135, |
| "loss": 0.0959, |
| "mean_token_accuracy": 0.9728523832559586, |
| "num_tokens": 2132067.0, |
| "step": 375 |
| }, |
| { |
| "epoch": 0.9656004828002414, |
| "grad_norm": 0.3550185263156891, |
| "learning_rate": 0.000291067971369783, |
| "loss": 0.0935, |
| "mean_token_accuracy": 0.9737649637460709, |
| "num_tokens": 2257450.0, |
| "step": 400 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_loss": 0.091514453291893, |
| "eval_mean_token_accuracy": 0.9741935675208633, |
| "eval_num_tokens": 2337343.0, |
| "eval_runtime": 33.5995, |
| "eval_samples_per_second": 10.982, |
| "eval_steps_per_second": 5.506, |
| "step": 415 |
| }, |
| { |
| "epoch": 1.024140012070006, |
| "grad_norm": 0.16771960258483887, |
| "learning_rate": 0.0002895917377569438, |
| "loss": 0.0908, |
| "mean_token_accuracy": 0.9737480270493891, |
| "num_tokens": 2406178.0, |
| "step": 425 |
| }, |
| { |
| "epoch": 1.0844900422450212, |
| "grad_norm": 0.1925903707742691, |
| "learning_rate": 0.00028800700216752875, |
| "loss": 0.058, |
| "mean_token_accuracy": 0.9819272881746293, |
| "num_tokens": 2547007.0, |
| "step": 450 |
| }, |
| { |
| "epoch": 1.1448400724200363, |
| "grad_norm": 0.14942210912704468, |
| "learning_rate": 0.00028631499638607285, |
| "loss": 0.0826, |
| "mean_token_accuracy": 0.9763471013307572, |
| "num_tokens": 2688498.0, |
| "step": 475 |
| }, |
| { |
| "epoch": 1.2051901025950513, |
| "grad_norm": 0.15795309841632843, |
| "learning_rate": 0.0002845170355761712, |
| "loss": 0.0608, |
| "mean_token_accuracy": 0.9820247828960419, |
| "num_tokens": 2829301.0, |
| "step": 500 |
| }, |
| { |
| "epoch": 1.2655401327700664, |
| "grad_norm": 0.18073949217796326, |
| "learning_rate": 0.0002826145172582274, |
| "loss": 0.0734, |
| "mean_token_accuracy": 0.9791774296760559, |
| "num_tokens": 2969723.0, |
| "step": 525 |
| }, |
| { |
| "epoch": 1.3258901629450814, |
| "grad_norm": 0.1643074005842209, |
| "learning_rate": 0.00028060892022318764, |
| "loss": 0.0515, |
| "mean_token_accuracy": 0.9840993517637253, |
| "num_tokens": 3110675.0, |
| "step": 550 |
| }, |
| { |
| "epoch": 1.3862401931200965, |
| "grad_norm": 0.12422581762075424, |
| "learning_rate": 0.0002785018033831051, |
| "loss": 0.0723, |
| "mean_token_accuracy": 0.9796582108736038, |
| "num_tokens": 3250700.0, |
| "step": 575 |
| }, |
| { |
| "epoch": 1.4465902232951118, |
| "grad_norm": 0.22021085023880005, |
| "learning_rate": 0.0002762948045594276, |
| "loss": 0.0531, |
| "mean_token_accuracy": 0.9839703214168548, |
| "num_tokens": 3390089.0, |
| "step": 600 |
| }, |
| { |
| "epoch": 1.5069402534701268, |
| "grad_norm": 0.10476569831371307, |
| "learning_rate": 0.0002739896392099502, |
| "loss": 0.0663, |
| "mean_token_accuracy": 0.9813223016262055, |
| "num_tokens": 3528693.0, |
| "step": 625 |
| }, |
| { |
| "epoch": 1.567290283645142, |
| "grad_norm": 0.19615675508975983, |
| "learning_rate": 0.00027158809909542307, |
| "loss": 0.052, |
| "mean_token_accuracy": 0.9843996149301529, |
| "num_tokens": 3668997.0, |
| "step": 650 |
| }, |
| { |
| "epoch": 1.627640313820157, |
| "grad_norm": 0.12505033612251282, |
| "learning_rate": 0.00026909205088685, |
| "loss": 0.069, |
| "mean_token_accuracy": 0.9804346746206284, |
| "num_tokens": 3810496.0, |
| "step": 675 |
| }, |
| { |
| "epoch": 1.687990343995172, |
| "grad_norm": 0.154256209731102, |
| "learning_rate": 0.0002665034347145612, |
| "loss": 0.053, |
| "mean_token_accuracy": 0.9843142431974411, |
| "num_tokens": 3954411.0, |
| "step": 700 |
| }, |
| { |
| "epoch": 1.748340374170187, |
| "grad_norm": 0.1239774152636528, |
| "learning_rate": 0.000263824262660187, |
| "loss": 0.0609, |
| "mean_token_accuracy": 0.9821372818946839, |
| "num_tokens": 4095246.0, |
| "step": 725 |
| }, |
| { |
| "epoch": 1.8086904043452021, |
| "grad_norm": 0.16891926527023315, |
| "learning_rate": 0.0002610566171927056, |
| "loss": 0.0422, |
| "mean_token_accuracy": 0.9869382613897324, |
| "num_tokens": 4236888.0, |
| "step": 750 |
| }, |
| { |
| "epoch": 1.8690404345202172, |
| "grad_norm": 0.1777702122926712, |
| "learning_rate": 0.00025820264954977976, |
| "loss": 0.0578, |
| "mean_token_accuracy": 0.9832831764221192, |
| "num_tokens": 4377558.0, |
| "step": 775 |
| }, |
| { |
| "epoch": 1.9293904646952322, |
| "grad_norm": 0.14417409896850586, |
| "learning_rate": 0.00025526457806564136, |
| "loss": 0.0437, |
| "mean_token_accuracy": 0.9862873548269272, |
| "num_tokens": 4521824.0, |
| "step": 800 |
| }, |
| { |
| "epoch": 1.9897404948702473, |
| "grad_norm": 0.15578912198543549, |
| "learning_rate": 0.00025224468644682245, |
| "loss": 0.0498, |
| "mean_token_accuracy": 0.9850816380977631, |
| "num_tokens": 4654960.0, |
| "step": 825 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_loss": 0.057027868926525116, |
| "eval_mean_token_accuracy": 0.9834070872616123, |
| "eval_num_tokens": 4674686.0, |
| "eval_runtime": 33.5911, |
| "eval_samples_per_second": 10.985, |
| "eval_steps_per_second": 5.507, |
| "step": 830 |
| }, |
| { |
| "epoch": 2.048280024140012, |
| "grad_norm": 0.12735432386398315, |
| "learning_rate": 0.00024914532199707444, |
| "loss": 0.0456, |
| "mean_token_accuracy": 0.9855861381157157, |
| "num_tokens": 4802199.0, |
| "step": 850 |
| }, |
| { |
| "epoch": 2.1086300543150274, |
| "grad_norm": 0.07280462980270386, |
| "learning_rate": 0.00024596889379285353, |
| "loss": 0.0342, |
| "mean_token_accuracy": 0.9890019762516021, |
| "num_tokens": 4934622.0, |
| "step": 875 |
| }, |
| { |
| "epoch": 2.1689800844900424, |
| "grad_norm": 0.08683612942695618, |
| "learning_rate": 0.00024271787081079228, |
| "loss": 0.0483, |
| "mean_token_accuracy": 0.9849514049291611, |
| "num_tokens": 5086902.0, |
| "step": 900 |
| }, |
| { |
| "epoch": 2.2293301146650575, |
| "grad_norm": 0.15639296174049377, |
| "learning_rate": 0.00023939478000861117, |
| "loss": 0.0346, |
| "mean_token_accuracy": 0.988804299235344, |
| "num_tokens": 5220193.0, |
| "step": 925 |
| }, |
| { |
| "epoch": 2.2896801448400725, |
| "grad_norm": 0.10318291187286377, |
| "learning_rate": 0.00023600220436096318, |
| "loss": 0.0458, |
| "mean_token_accuracy": 0.9856922322511673, |
| "num_tokens": 5370970.0, |
| "step": 950 |
| }, |
| { |
| "epoch": 2.3500301750150876, |
| "grad_norm": 0.1170400083065033, |
| "learning_rate": 0.00023254278085173684, |
| "loss": 0.0322, |
| "mean_token_accuracy": 0.9894647383689881, |
| "num_tokens": 5502750.0, |
| "step": 975 |
| }, |
| { |
| "epoch": 2.4103802051901027, |
| "grad_norm": 0.10694035142660141, |
| "learning_rate": 0.00022901919842437972, |
| "loss": 0.044, |
| "mean_token_accuracy": 0.9859293717145919, |
| "num_tokens": 5650911.0, |
| "step": 1000 |
| }, |
| { |
| "epoch": 2.4707302353651177, |
| "grad_norm": 0.11283926665782928, |
| "learning_rate": 0.00022543419589183397, |
| "loss": 0.034, |
| "mean_token_accuracy": 0.9892022889852524, |
| "num_tokens": 5783109.0, |
| "step": 1025 |
| }, |
| { |
| "epoch": 2.5310802655401328, |
| "grad_norm": 0.10492369532585144, |
| "learning_rate": 0.00022179055980770993, |
| "loss": 0.0482, |
| "mean_token_accuracy": 0.9849333500862122, |
| "num_tokens": 5931888.0, |
| "step": 1050 |
| }, |
| { |
| "epoch": 2.591430295715148, |
| "grad_norm": 0.09699155390262604, |
| "learning_rate": 0.0002180911223003513, |
| "loss": 0.031, |
| "mean_token_accuracy": 0.9900956732034684, |
| "num_tokens": 6063549.0, |
| "step": 1075 |
| }, |
| { |
| "epoch": 2.651780325890163, |
| "grad_norm": 0.0748002678155899, |
| "learning_rate": 0.00021433875887147627, |
| "loss": 0.0436, |
| "mean_token_accuracy": 0.9863469779491425, |
| "num_tokens": 6211960.0, |
| "step": 1100 |
| }, |
| { |
| "epoch": 2.712130356065178, |
| "grad_norm": 0.09140191972255707, |
| "learning_rate": 0.00021053638616110525, |
| "loss": 0.0308, |
| "mean_token_accuracy": 0.9897224473953247, |
| "num_tokens": 6344427.0, |
| "step": 1125 |
| }, |
| { |
| "epoch": 2.772480386240193, |
| "grad_norm": 0.16827231645584106, |
| "learning_rate": 0.00020668695968051274, |
| "loss": 0.0441, |
| "mean_token_accuracy": 0.9861899012327194, |
| "num_tokens": 6494950.0, |
| "step": 1150 |
| }, |
| { |
| "epoch": 2.832830416415208, |
| "grad_norm": 0.07273806631565094, |
| "learning_rate": 0.00020279347151496482, |
| "loss": 0.0321, |
| "mean_token_accuracy": 0.9894575864076615, |
| "num_tokens": 6627853.0, |
| "step": 1175 |
| }, |
| { |
| "epoch": 2.8931804465902236, |
| "grad_norm": 0.07277419418096542, |
| "learning_rate": 0.00019885894799802922, |
| "loss": 0.0476, |
| "mean_token_accuracy": 0.985057960152626, |
| "num_tokens": 6778129.0, |
| "step": 1200 |
| }, |
| { |
| "epoch": 2.9535304767652386, |
| "grad_norm": 0.07786601781845093, |
| "learning_rate": 0.00019488644735926396, |
| "loss": 0.031, |
| "mean_token_accuracy": 0.9897067219018936, |
| "num_tokens": 6909983.0, |
| "step": 1225 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_loss": 0.047189101576805115, |
| "eval_mean_token_accuracy": 0.9865975808452916, |
| "eval_num_tokens": 7012029.0, |
| "eval_runtime": 33.3626, |
| "eval_samples_per_second": 11.06, |
| "eval_steps_per_second": 5.545, |
| "step": 1245 |
| }, |
| { |
| "epoch": 3.012070006035003, |
| "grad_norm": 0.06689652055501938, |
| "learning_rate": 0.00019087905734711452, |
| "loss": 0.0387, |
| "mean_token_accuracy": 0.9876031082930025, |
| "num_tokens": 7048152.0, |
| "step": 1250 |
| }, |
| { |
| "epoch": 3.0724200362100182, |
| "grad_norm": 0.05977766588330269, |
| "learning_rate": 0.00018683989282886613, |
| "loss": 0.0264, |
| "mean_token_accuracy": 0.9908896738290787, |
| "num_tokens": 7195308.0, |
| "step": 1275 |
| }, |
| { |
| "epoch": 3.1327700663850333, |
| "grad_norm": 0.12265495955944061, |
| "learning_rate": 0.0001827720933695173, |
| "loss": 0.0338, |
| "mean_token_accuracy": 0.9888633280992508, |
| "num_tokens": 7331006.0, |
| "step": 1300 |
| }, |
| { |
| "epoch": 3.1931200965600484, |
| "grad_norm": 0.06194588169455528, |
| "learning_rate": 0.00017867882079145627, |
| "loss": 0.0265, |
| "mean_token_accuracy": 0.9908727031946182, |
| "num_tokens": 7479360.0, |
| "step": 1325 |
| }, |
| { |
| "epoch": 3.2534701267350634, |
| "grad_norm": 0.11632513999938965, |
| "learning_rate": 0.00017456325671683724, |
| "loss": 0.0324, |
| "mean_token_accuracy": 0.9889560562372207, |
| "num_tokens": 7614584.0, |
| "step": 1350 |
| }, |
| { |
| "epoch": 3.3138201569100785, |
| "grad_norm": 0.07189938426017761, |
| "learning_rate": 0.00017042860009456638, |
| "loss": 0.0289, |
| "mean_token_accuracy": 0.9903894019126892, |
| "num_tokens": 7761823.0, |
| "step": 1375 |
| }, |
| { |
| "epoch": 3.3741701870850935, |
| "grad_norm": 0.12062046676874161, |
| "learning_rate": 0.00016627806471382066, |
| "loss": 0.0325, |
| "mean_token_accuracy": 0.989678715467453, |
| "num_tokens": 7895960.0, |
| "step": 1400 |
| }, |
| { |
| "epoch": 3.4345202172601086, |
| "grad_norm": 0.09952951222658157, |
| "learning_rate": 0.00016211487670603078, |
| "loss": 0.0272, |
| "mean_token_accuracy": 0.9904452234506607, |
| "num_tokens": 8039619.0, |
| "step": 1425 |
| }, |
| { |
| "epoch": 3.4948702474351236, |
| "grad_norm": 0.09827233850955963, |
| "learning_rate": 0.0001579422720372715, |
| "loss": 0.0335, |
| "mean_token_accuracy": 0.9891135483980179, |
| "num_tokens": 8173998.0, |
| "step": 1450 |
| }, |
| { |
| "epoch": 3.5552202776101387, |
| "grad_norm": 0.06022663414478302, |
| "learning_rate": 0.00015376349399300745, |
| "loss": 0.0286, |
| "mean_token_accuracy": 0.9904164570569992, |
| "num_tokens": 8320886.0, |
| "step": 1475 |
| }, |
| { |
| "epoch": 3.6155703077851538, |
| "grad_norm": 0.16854898631572723, |
| "learning_rate": 0.0001495817906571492, |
| "loss": 0.0312, |
| "mean_token_accuracy": 0.9896230679750443, |
| "num_tokens": 8457172.0, |
| "step": 1500 |
| }, |
| { |
| "epoch": 3.675920337960169, |
| "grad_norm": 0.08314011245965958, |
| "learning_rate": 0.00014540041238738055, |
| "loss": 0.0286, |
| "mean_token_accuracy": 0.9901280373334884, |
| "num_tokens": 8606196.0, |
| "step": 1525 |
| }, |
| { |
| "epoch": 3.736270368135184, |
| "grad_norm": 0.0902101993560791, |
| "learning_rate": 0.00014122260928871734, |
| "loss": 0.0298, |
| "mean_token_accuracy": 0.989647666811943, |
| "num_tokens": 8742275.0, |
| "step": 1550 |
| }, |
| { |
| "epoch": 3.796620398310199, |
| "grad_norm": 0.0578254871070385, |
| "learning_rate": 0.00013705162868726396, |
| "loss": 0.0253, |
| "mean_token_accuracy": 0.9909042817354202, |
| "num_tokens": 8888173.0, |
| "step": 1575 |
| }, |
| { |
| "epoch": 3.856970428485214, |
| "grad_norm": 0.11160247772932053, |
| "learning_rate": 0.00013289071260612855, |
| "loss": 0.0289, |
| "mean_token_accuracy": 0.9900320452451706, |
| "num_tokens": 9023700.0, |
| "step": 1600 |
| }, |
| { |
| "epoch": 3.9173204586602295, |
| "grad_norm": 0.05397836118936539, |
| "learning_rate": 0.00012874309524546083, |
| "loss": 0.0258, |
| "mean_token_accuracy": 0.9909697133302688, |
| "num_tokens": 9171113.0, |
| "step": 1625 |
| }, |
| { |
| "epoch": 3.9776704888352445, |
| "grad_norm": 0.058956462889909744, |
| "learning_rate": 0.00012461200046857084, |
| "loss": 0.0254, |
| "mean_token_accuracy": 0.9911587375402451, |
| "num_tokens": 9302211.0, |
| "step": 1650 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_loss": 0.04299815744161606, |
| "eval_mean_token_accuracy": 0.9879275080319997, |
| "eval_num_tokens": 9349372.0, |
| "eval_runtime": 33.3905, |
| "eval_samples_per_second": 11.051, |
| "eval_steps_per_second": 5.541, |
| "step": 1660 |
| }, |
| { |
| "epoch": 4.036210018105009, |
| "grad_norm": 0.06983848661184311, |
| "learning_rate": 0.00012050063929608123, |
| "loss": 0.0251, |
| "mean_token_accuracy": 0.991089798126024, |
| "num_tokens": 9446285.0, |
| "step": 1675 |
| }, |
| { |
| "epoch": 4.096560048280024, |
| "grad_norm": 0.04937675595283508, |
| "learning_rate": 0.0001164122074100633, |
| "loss": 0.0204, |
| "mean_token_accuracy": 0.9927009463310241, |
| "num_tokens": 9582596.0, |
| "step": 1700 |
| }, |
| { |
| "epoch": 4.15691007845504, |
| "grad_norm": 0.051658544689416885, |
| "learning_rate": 0.00011234988267009415, |
| "loss": 0.0238, |
| "mean_token_accuracy": 0.9915762591362, |
| "num_tokens": 9728310.0, |
| "step": 1725 |
| }, |
| { |
| "epoch": 4.217260108630055, |
| "grad_norm": 0.09518906474113464, |
| "learning_rate": 0.00010831682264316787, |
| "loss": 0.0203, |
| "mean_token_accuracy": 0.9925105625391006, |
| "num_tokens": 9864477.0, |
| "step": 1750 |
| }, |
| { |
| "epoch": 4.27761013880507, |
| "grad_norm": 0.09207163006067276, |
| "learning_rate": 0.00010431616214937911, |
| "loss": 0.0262, |
| "mean_token_accuracy": 0.9906612086296082, |
| "num_tokens": 10009271.0, |
| "step": 1775 |
| }, |
| { |
| "epoch": 4.337960168980085, |
| "grad_norm": 0.037109535187482834, |
| "learning_rate": 0.00010035101082528777, |
| "loss": 0.0217, |
| "mean_token_accuracy": 0.9920996063947678, |
| "num_tokens": 10147200.0, |
| "step": 1800 |
| }, |
| { |
| "epoch": 4.3983101991551, |
| "grad_norm": 0.06523178517818451, |
| "learning_rate": 9.642445070685809e-05, |
| "loss": 0.0243, |
| "mean_token_accuracy": 0.9912169694900512, |
| "num_tokens": 10292532.0, |
| "step": 1825 |
| }, |
| { |
| "epoch": 4.458660229330115, |
| "grad_norm": 0.04405335709452629, |
| "learning_rate": 9.253953383385157e-05, |
| "loss": 0.0207, |
| "mean_token_accuracy": 0.9923694771528244, |
| "num_tokens": 10428880.0, |
| "step": 1850 |
| }, |
| { |
| "epoch": 4.51901025950513, |
| "grad_norm": 0.05413525551557541, |
| "learning_rate": 8.869927987753459e-05, |
| "loss": 0.0238, |
| "mean_token_accuracy": 0.9915979427099227, |
| "num_tokens": 10574876.0, |
| "step": 1875 |
| }, |
| { |
| "epoch": 4.579360289680145, |
| "grad_norm": 0.03870449215173721, |
| "learning_rate": 8.490667379354661e-05, |
| "loss": 0.0202, |
| "mean_token_accuracy": 0.9924545711278916, |
| "num_tokens": 10712888.0, |
| "step": 1900 |
| }, |
| { |
| "epoch": 4.63971031985516, |
| "grad_norm": 0.07268328219652176, |
| "learning_rate": 8.116466350175079e-05, |
| "loss": 0.0257, |
| "mean_token_accuracy": 0.9908116126060486, |
| "num_tokens": 10859020.0, |
| "step": 1925 |
| }, |
| { |
| "epoch": 4.700060350030175, |
| "grad_norm": 0.05169014260172844, |
| "learning_rate": 7.747615759487304e-05, |
| "loss": 0.0203, |
| "mean_token_accuracy": 0.992445929646492, |
| "num_tokens": 10996005.0, |
| "step": 1950 |
| }, |
| { |
| "epoch": 4.76041038020519, |
| "grad_norm": 0.07525492459535599, |
| "learning_rate": 7.38440230777085e-05, |
| "loss": 0.0237, |
| "mean_token_accuracy": 0.9914532697200775, |
| "num_tokens": 11143151.0, |
| "step": 1975 |
| }, |
| { |
| "epoch": 4.820760410380205, |
| "grad_norm": 0.09109634906053543, |
| "learning_rate": 7.027108313865378e-05, |
| "loss": 0.0204, |
| "mean_token_accuracy": 0.9924772906303406, |
| "num_tokens": 11279195.0, |
| "step": 2000 |
| }, |
| { |
| "epoch": 4.88111044055522, |
| "grad_norm": 0.040585801005363464, |
| "learning_rate": 6.676011495529687e-05, |
| "loss": 0.0243, |
| "mean_token_accuracy": 0.9914326167106629, |
| "num_tokens": 11422435.0, |
| "step": 2025 |
| }, |
| { |
| "epoch": 4.941460470730235, |
| "grad_norm": 0.04829643666744232, |
| "learning_rate": 6.331384753577056e-05, |
| "loss": 0.0199, |
| "mean_token_accuracy": 0.992586697936058, |
| "num_tokens": 11559063.0, |
| "step": 2050 |
| }, |
| { |
| "epoch": 5.0, |
| "grad_norm": 0.08168815821409225, |
| "learning_rate": 5.993495959754631e-05, |
| "loss": 0.0216, |
| "mean_token_accuracy": 0.9922702736461285, |
| "num_tokens": 11686715.0, |
| "step": 2075 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_loss": 0.04248536005616188, |
| "eval_mean_token_accuracy": 0.9885660554911639, |
| "eval_num_tokens": 11686715.0, |
| "eval_runtime": 33.36, |
| "eval_samples_per_second": 11.061, |
| "eval_steps_per_second": 5.546, |
| "step": 2075 |
| } |
| ], |
| "logging_steps": 25, |
| "max_steps": 2905, |
| "num_input_tokens_seen": 0, |
| "num_train_epochs": 7, |
| "save_steps": 500, |
| "stateful_callbacks": { |
| "TrainerControl": { |
| "args": { |
| "should_epoch_stop": false, |
| "should_evaluate": false, |
| "should_log": false, |
| "should_save": true, |
| "should_training_stop": false |
| }, |
| "attributes": {} |
| } |
| }, |
| "total_flos": 5.327805029835571e+17, |
| "train_batch_size": 2, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|
