{ "best_global_step": 800, "best_metric": 0.24719083309173584, "best_model_checkpoint": "./checkpoints/qwen253-lora-leduc_random/checkpoint-800", "epoch": 1.0, "eval_steps": 200, "global_step": 1401, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.007140307033202428, "grad_norm": 12.807258605957031, "learning_rate": 8.999999999999999e-06, "loss": 0.7525, "mean_token_accuracy": 0.8291666507720947, "num_tokens": 77176.0, "step": 10 }, { "epoch": 0.014280614066404856, "grad_norm": 1.4289218187332153, "learning_rate": 1.8999999999999998e-05, "loss": 0.3601, "mean_token_accuracy": 0.8393361955881119, "num_tokens": 151284.0, "step": 20 }, { "epoch": 0.021420921099607283, "grad_norm": 0.5016309022903442, "learning_rate": 2.9e-05, "loss": 0.2532, "mean_token_accuracy": 0.8274722695350647, "num_tokens": 226991.0, "step": 30 }, { "epoch": 0.028561228132809712, "grad_norm": 0.36768677830696106, "learning_rate": 3.4999259502972436e-05, "loss": 0.2514, "mean_token_accuracy": 0.8576099902391434, "num_tokens": 300775.0, "step": 40 }, { "epoch": 0.03570153516601214, "grad_norm": 0.3122566342353821, "learning_rate": 3.4990929631086414e-05, "loss": 0.2575, "mean_token_accuracy": 0.8320898920297622, "num_tokens": 376466.0, "step": 50 }, { "epoch": 0.042841842199214566, "grad_norm": 0.2976522445678711, "learning_rate": 3.4973348686443995e-05, "loss": 0.2506, "mean_token_accuracy": 0.8405988067388535, "num_tokens": 452975.0, "step": 60 }, { "epoch": 0.04998214923241699, "grad_norm": 0.3062177896499634, "learning_rate": 3.4946525967727475e-05, "loss": 0.2555, "mean_token_accuracy": 0.842251580953598, "num_tokens": 528108.0, "step": 70 }, { "epoch": 0.057122456265619424, "grad_norm": 0.22260648012161255, "learning_rate": 3.491047566165693e-05, "loss": 0.2475, "mean_token_accuracy": 0.8489305555820466, "num_tokens": 604469.0, "step": 80 }, { "epoch": 0.06426276329882184, "grad_norm": 0.3016267418861389, "learning_rate": 3.486521683548673e-05, "loss": 0.261, "mean_token_accuracy": 0.8330651551485062, "num_tokens": 680099.0, "step": 90 }, { "epoch": 0.07140307033202428, "grad_norm": 0.13674069941043854, "learning_rate": 3.481077342692073e-05, "loss": 0.2484, "mean_token_accuracy": 0.8475112229585647, "num_tokens": 756304.0, "step": 100 }, { "epoch": 0.07854337736522671, "grad_norm": 0.2582288384437561, "learning_rate": 3.474717423145147e-05, "loss": 0.2448, "mean_token_accuracy": 0.8493792057037354, "num_tokens": 835073.0, "step": 110 }, { "epoch": 0.08568368439842913, "grad_norm": 0.2136859893798828, "learning_rate": 3.467445288713004e-05, "loss": 0.2484, "mean_token_accuracy": 0.8472158521413803, "num_tokens": 910851.0, "step": 120 }, { "epoch": 0.09282399143163156, "grad_norm": 0.3934606909751892, "learning_rate": 3.459264785677468e-05, "loss": 0.2478, "mean_token_accuracy": 0.8415243119001389, "num_tokens": 986863.0, "step": 130 }, { "epoch": 0.09996429846483398, "grad_norm": 0.12868095934391022, "learning_rate": 3.450180240762754e-05, "loss": 0.2503, "mean_token_accuracy": 0.844350454211235, "num_tokens": 1063159.0, "step": 140 }, { "epoch": 0.10710460549803641, "grad_norm": 0.1570904701948166, "learning_rate": 3.440196458847032e-05, "loss": 0.2531, "mean_token_accuracy": 0.8415277153253555, "num_tokens": 1138174.0, "step": 150 }, { "epoch": 0.11424491253123885, "grad_norm": 0.1334053874015808, "learning_rate": 3.429318720421095e-05, "loss": 0.2506, "mean_token_accuracy": 0.8386974811553956, "num_tokens": 1213391.0, "step": 160 }, { "epoch": 0.12138521956444127, "grad_norm": 0.10832671821117401, "learning_rate": 3.417552778795473e-05, "loss": 0.2514, "mean_token_accuracy": 0.8428560703992843, "num_tokens": 1288233.0, "step": 170 }, { "epoch": 0.12852552659764369, "grad_norm": 0.12491905689239502, "learning_rate": 3.404904857057463e-05, "loss": 0.2481, "mean_token_accuracy": 0.8515459626913071, "num_tokens": 1364933.0, "step": 180 }, { "epoch": 0.13566583363084614, "grad_norm": 0.24591131508350372, "learning_rate": 3.3913816447797016e-05, "loss": 0.2554, "mean_token_accuracy": 0.8417961895465851, "num_tokens": 1440110.0, "step": 190 }, { "epoch": 0.14280614066404856, "grad_norm": 0.18424130976200104, "learning_rate": 3.376990294481997e-05, "loss": 0.2489, "mean_token_accuracy": 0.8421024352312088, "num_tokens": 1513857.0, "step": 200 }, { "epoch": 0.14280614066404856, "eval_loss": 0.25120916962623596, "eval_num_tokens": 1513857.0, "eval_runtime": 23.3172, "eval_samples_per_second": 9.735, "eval_steps_per_second": 9.735, "step": 200 }, { "epoch": 0.149946447697251, "grad_norm": 0.20695431530475616, "learning_rate": 3.3617384178483175e-05, "loss": 0.2488, "mean_token_accuracy": 0.8430075138807297, "num_tokens": 1590575.0, "step": 210 }, { "epoch": 0.15708675473045342, "grad_norm": 0.17747662961483002, "learning_rate": 3.3456340817009197e-05, "loss": 0.2509, "mean_token_accuracy": 0.8476816356182099, "num_tokens": 1664982.0, "step": 220 }, { "epoch": 0.16422706176365584, "grad_norm": 0.212553471326828, "learning_rate": 3.328685803733747e-05, "loss": 0.2491, "mean_token_accuracy": 0.8427877694368362, "num_tokens": 1740131.0, "step": 230 }, { "epoch": 0.17136736879685827, "grad_norm": 0.2259141355752945, "learning_rate": 3.310902548007365e-05, "loss": 0.2466, "mean_token_accuracy": 0.8501875162124634, "num_tokens": 1816043.0, "step": 240 }, { "epoch": 0.1785076758300607, "grad_norm": 0.17231041193008423, "learning_rate": 3.292293720207809e-05, "loss": 0.244, "mean_token_accuracy": 0.8425901532173157, "num_tokens": 1891899.0, "step": 250 }, { "epoch": 0.18564798286326312, "grad_norm": 0.13625052571296692, "learning_rate": 3.272869162671851e-05, "loss": 0.243, "mean_token_accuracy": 0.8644366472959518, "num_tokens": 1966931.0, "step": 260 }, { "epoch": 0.19278828989646554, "grad_norm": 0.23541058599948883, "learning_rate": 3.252639149181322e-05, "loss": 0.2425, "mean_token_accuracy": 0.8397614926099777, "num_tokens": 2043639.0, "step": 270 }, { "epoch": 0.19992859692966797, "grad_norm": 0.09341134876012802, "learning_rate": 3.2316143795292324e-05, "loss": 0.25, "mean_token_accuracy": 0.8420886158943176, "num_tokens": 2116914.0, "step": 280 }, { "epoch": 0.2070689039628704, "grad_norm": 0.19534029066562653, "learning_rate": 3.209805973860588e-05, "loss": 0.2533, "mean_token_accuracy": 0.8413200944662094, "num_tokens": 2191711.0, "step": 290 }, { "epoch": 0.21420921099607282, "grad_norm": 0.18656742572784424, "learning_rate": 3.187225466790859e-05, "loss": 0.2452, "mean_token_accuracy": 0.8507013201713562, "num_tokens": 2269204.0, "step": 300 }, { "epoch": 0.22134951802927527, "grad_norm": 0.29077425599098206, "learning_rate": 3.1638848013052504e-05, "loss": 0.2505, "mean_token_accuracy": 0.8318937063217163, "num_tokens": 2345922.0, "step": 310 }, { "epoch": 0.2284898250624777, "grad_norm": 0.15692247450351715, "learning_rate": 3.1397963224419684e-05, "loss": 0.2502, "mean_token_accuracy": 0.8415091365575791, "num_tokens": 2421757.0, "step": 320 }, { "epoch": 0.23563013209568012, "grad_norm": 0.24284499883651733, "learning_rate": 3.114972770762853e-05, "loss": 0.2456, "mean_token_accuracy": 0.8416744440793991, "num_tokens": 2497767.0, "step": 330 }, { "epoch": 0.24277043912888255, "grad_norm": 0.307827353477478, "learning_rate": 3.089427275614796e-05, "loss": 0.241, "mean_token_accuracy": 0.8526032984256744, "num_tokens": 2574923.0, "step": 340 }, { "epoch": 0.24991074616208497, "grad_norm": 0.181515172123909, "learning_rate": 3.063173348185554e-05, "loss": 0.254, "mean_token_accuracy": 0.8498575508594512, "num_tokens": 2650402.0, "step": 350 }, { "epoch": 0.25705105319528737, "grad_norm": 0.16170750558376312, "learning_rate": 3.036224874357575e-05, "loss": 0.2567, "mean_token_accuracy": 0.8391913861036301, "num_tokens": 2725845.0, "step": 360 }, { "epoch": 0.2641913602284898, "grad_norm": 0.13518409430980682, "learning_rate": 3.0085961073636656e-05, "loss": 0.248, "mean_token_accuracy": 0.8520790785551071, "num_tokens": 2800019.0, "step": 370 }, { "epoch": 0.2713316672616923, "grad_norm": 0.1753694862127304, "learning_rate": 2.9803016602483608e-05, "loss": 0.2466, "mean_token_accuracy": 0.8495361566543579, "num_tokens": 2875654.0, "step": 380 }, { "epoch": 0.2784719742948947, "grad_norm": 0.12919923663139343, "learning_rate": 2.9513564981389787e-05, "loss": 0.2449, "mean_token_accuracy": 0.840579941868782, "num_tokens": 2950462.0, "step": 390 }, { "epoch": 0.28561228132809713, "grad_norm": 0.14216065406799316, "learning_rate": 2.921775930330468e-05, "loss": 0.2464, "mean_token_accuracy": 0.8327349931001663, "num_tokens": 3025459.0, "step": 400 }, { "epoch": 0.28561228132809713, "eval_loss": 0.25034797191619873, "eval_num_tokens": 3025459.0, "eval_runtime": 23.1643, "eval_samples_per_second": 9.8, "eval_steps_per_second": 9.8, "step": 400 }, { "epoch": 0.2927525883612995, "grad_norm": 0.1596086025238037, "learning_rate": 2.8915756021882105e-05, "loss": 0.2379, "mean_token_accuracy": 0.8618583887815475, "num_tokens": 3101469.0, "step": 410 }, { "epoch": 0.299892895394502, "grad_norm": 0.15996187925338745, "learning_rate": 2.8607714868730857e-05, "loss": 0.2452, "mean_token_accuracy": 0.8441025376319885, "num_tokens": 3177343.0, "step": 420 }, { "epoch": 0.3070332024277044, "grad_norm": 0.17053034901618958, "learning_rate": 2.8293798768931527e-05, "loss": 0.2493, "mean_token_accuracy": 0.8420908480882645, "num_tokens": 3252653.0, "step": 430 }, { "epoch": 0.31417350946090683, "grad_norm": 0.30058109760284424, "learning_rate": 2.797417375486431e-05, "loss": 0.2376, "mean_token_accuracy": 0.8616828382015228, "num_tokens": 3327836.0, "step": 440 }, { "epoch": 0.32131381649410923, "grad_norm": 0.14107173681259155, "learning_rate": 2.7649008878393374e-05, "loss": 0.2502, "mean_token_accuracy": 0.8440912365913391, "num_tokens": 3402120.0, "step": 450 }, { "epoch": 0.3284541235273117, "grad_norm": 0.17678247392177582, "learning_rate": 2.7318476121454117e-05, "loss": 0.2483, "mean_token_accuracy": 0.8335580289363861, "num_tokens": 3477148.0, "step": 460 }, { "epoch": 0.3355944305605141, "grad_norm": 0.10473231971263885, "learning_rate": 2.6982750305090776e-05, "loss": 0.2447, "mean_token_accuracy": 0.837072229385376, "num_tokens": 3552114.0, "step": 470 }, { "epoch": 0.34273473759371653, "grad_norm": 0.16203787922859192, "learning_rate": 2.6642008996992387e-05, "loss": 0.2392, "mean_token_accuracy": 0.8442226320505142, "num_tokens": 3626876.0, "step": 480 }, { "epoch": 0.349875044626919, "grad_norm": 0.2136528640985489, "learning_rate": 2.629643241757596e-05, "loss": 0.2461, "mean_token_accuracy": 0.8237904250621796, "num_tokens": 3701915.0, "step": 490 }, { "epoch": 0.3570153516601214, "grad_norm": 0.11235684901475906, "learning_rate": 2.5946203344666726e-05, "loss": 0.2498, "mean_token_accuracy": 0.8354511678218841, "num_tokens": 3776580.0, "step": 500 }, { "epoch": 0.36415565869332384, "grad_norm": 0.12197854369878769, "learning_rate": 2.5591507016825652e-05, "loss": 0.2433, "mean_token_accuracy": 0.8561921536922454, "num_tokens": 3852836.0, "step": 510 }, { "epoch": 0.37129596572652623, "grad_norm": 0.15267807245254517, "learning_rate": 2.523253103537551e-05, "loss": 0.2516, "mean_token_accuracy": 0.839010488986969, "num_tokens": 3928224.0, "step": 520 }, { "epoch": 0.3784362727597287, "grad_norm": 0.14171989262104034, "learning_rate": 2.4869465265177244e-05, "loss": 0.2455, "mean_token_accuracy": 0.8406431436538696, "num_tokens": 4005075.0, "step": 530 }, { "epoch": 0.3855765797929311, "grad_norm": 0.12645554542541504, "learning_rate": 2.4502501734209142e-05, "loss": 0.2442, "mean_token_accuracy": 0.8290857791900634, "num_tokens": 4079639.0, "step": 540 }, { "epoch": 0.39271688682613354, "grad_norm": 0.17190751433372498, "learning_rate": 2.4131834532001937e-05, "loss": 0.2499, "mean_token_accuracy": 0.8448965847492218, "num_tokens": 4153117.0, "step": 550 }, { "epoch": 0.39985719385933594, "grad_norm": 0.17903761565685272, "learning_rate": 2.3757659706983472e-05, "loss": 0.2482, "mean_token_accuracy": 0.8377207100391388, "num_tokens": 4229717.0, "step": 560 }, { "epoch": 0.4069975008925384, "grad_norm": 0.1580619513988495, "learning_rate": 2.3380175162787408e-05, "loss": 0.2437, "mean_token_accuracy": 0.8535458654165268, "num_tokens": 4305929.0, "step": 570 }, { "epoch": 0.4141378079257408, "grad_norm": 0.25296780467033386, "learning_rate": 2.2999580553580573e-05, "loss": 0.2443, "mean_token_accuracy": 0.8413390308618546, "num_tokens": 4380511.0, "step": 580 }, { "epoch": 0.42127811495894324, "grad_norm": 0.10766352713108063, "learning_rate": 2.261607717846456e-05, "loss": 0.2507, "mean_token_accuracy": 0.8452677458524704, "num_tokens": 4456247.0, "step": 590 }, { "epoch": 0.42841842199214564, "grad_norm": 0.17321763932704926, "learning_rate": 2.2229867875007188e-05, "loss": 0.2393, "mean_token_accuracy": 0.8409263521432877, "num_tokens": 4533226.0, "step": 600 }, { "epoch": 0.42841842199214564, "eval_loss": 0.24729590117931366, "eval_num_tokens": 4533226.0, "eval_runtime": 22.6919, "eval_samples_per_second": 10.004, "eval_steps_per_second": 10.004, "step": 600 }, { "epoch": 0.4355587290253481, "grad_norm": 0.17038655281066895, "learning_rate": 2.1841156911960374e-05, "loss": 0.2452, "mean_token_accuracy": 0.8418275892734528, "num_tokens": 4608335.0, "step": 610 }, { "epoch": 0.44269903605855054, "grad_norm": 0.18034692108631134, "learning_rate": 2.1450149881220956e-05, "loss": 0.2437, "mean_token_accuracy": 0.839489859342575, "num_tokens": 4684280.0, "step": 620 }, { "epoch": 0.44983934309175294, "grad_norm": 0.11238481104373932, "learning_rate": 2.105705358909175e-05, "loss": 0.2598, "mean_token_accuracy": 0.8357042014598847, "num_tokens": 4761794.0, "step": 630 }, { "epoch": 0.4569796501249554, "grad_norm": 0.09184237569570541, "learning_rate": 2.0662075946900234e-05, "loss": 0.2457, "mean_token_accuracy": 0.8580617070198059, "num_tokens": 4837724.0, "step": 640 }, { "epoch": 0.4641199571581578, "grad_norm": 0.15013352036476135, "learning_rate": 2.0265425861032887e-05, "loss": 0.249, "mean_token_accuracy": 0.8412411540746689, "num_tokens": 4913233.0, "step": 650 }, { "epoch": 0.47126026419136025, "grad_norm": 0.14245887100696564, "learning_rate": 1.9867313122443096e-05, "loss": 0.2507, "mean_token_accuracy": 0.8382949590682983, "num_tokens": 4987339.0, "step": 660 }, { "epoch": 0.47840057122456264, "grad_norm": 0.24093951284885406, "learning_rate": 1.9467948295691343e-05, "loss": 0.245, "mean_token_accuracy": 0.8535878717899322, "num_tokens": 5062116.0, "step": 670 }, { "epoch": 0.4855408782577651, "grad_norm": 0.4231225550174713, "learning_rate": 1.906754260757611e-05, "loss": 0.2427, "mean_token_accuracy": 0.8463588684797287, "num_tokens": 5137441.0, "step": 680 }, { "epoch": 0.4926811852909675, "grad_norm": 0.14312925934791565, "learning_rate": 1.8666307835414613e-05, "loss": 0.246, "mean_token_accuracy": 0.8349683076143265, "num_tokens": 5211726.0, "step": 690 }, { "epoch": 0.49982149232416995, "grad_norm": 0.08626345545053482, "learning_rate": 1.8264456195032308e-05, "loss": 0.2473, "mean_token_accuracy": 0.8358709186315536, "num_tokens": 5287537.0, "step": 700 }, { "epoch": 0.5069617993573724, "grad_norm": 0.1616782546043396, "learning_rate": 1.7862200228520494e-05, "loss": 0.2411, "mean_token_accuracy": 0.8455326408147812, "num_tokens": 5362681.0, "step": 710 }, { "epoch": 0.5141021063905747, "grad_norm": 0.10026481747627258, "learning_rate": 1.7459752691821326e-05, "loss": 0.249, "mean_token_accuracy": 0.8556286782026291, "num_tokens": 5436979.0, "step": 720 }, { "epoch": 0.5212424134237772, "grad_norm": 0.19526486098766327, "learning_rate": 1.705732644219974e-05, "loss": 0.2437, "mean_token_accuracy": 0.8449528038501739, "num_tokens": 5512627.0, "step": 730 }, { "epoch": 0.5283827204569796, "grad_norm": 0.10900211334228516, "learning_rate": 1.6655134325661816e-05, "loss": 0.2374, "mean_token_accuracy": 0.8406415730714798, "num_tokens": 5588305.0, "step": 740 }, { "epoch": 0.5355230274901821, "grad_norm": 0.13656799495220184, "learning_rate": 1.625338906437902e-05, "loss": 0.2376, "mean_token_accuracy": 0.8520337104797363, "num_tokens": 5663626.0, "step": 750 }, { "epoch": 0.5426633345233846, "grad_norm": 0.14665727317333221, "learning_rate": 1.5852303144178014e-05, "loss": 0.2463, "mean_token_accuracy": 0.8331857204437256, "num_tokens": 5739869.0, "step": 760 }, { "epoch": 0.5498036415565869, "grad_norm": 0.16017290949821472, "learning_rate": 1.5452088702155413e-05, "loss": 0.2447, "mean_token_accuracy": 0.8558647125959397, "num_tokens": 5815701.0, "step": 770 }, { "epoch": 0.5569439485897894, "grad_norm": 0.16595233976840973, "learning_rate": 1.5052957414477072e-05, "loss": 0.2416, "mean_token_accuracy": 0.8570067435503006, "num_tokens": 5892093.0, "step": 780 }, { "epoch": 0.5640842556229918, "grad_norm": 0.16811279952526093, "learning_rate": 1.4655120384421066e-05, "loss": 0.2459, "mean_token_accuracy": 0.8582445293664932, "num_tokens": 5968703.0, "step": 790 }, { "epoch": 0.5712245626561943, "grad_norm": 0.1217021569609642, "learning_rate": 1.4258788030723725e-05, "loss": 0.2396, "mean_token_accuracy": 0.8545576363801957, "num_tokens": 6043916.0, "step": 800 }, { "epoch": 0.5712245626561943, "eval_loss": 0.24719083309173584, "eval_num_tokens": 6043916.0, "eval_runtime": 23.1714, "eval_samples_per_second": 9.797, "eval_steps_per_second": 9.797, "step": 800 }, { "epoch": 0.5783648696893966, "grad_norm": 0.2356659471988678, "learning_rate": 1.3864169976287719e-05, "loss": 0.2499, "mean_token_accuracy": 0.8494862943887711, "num_tokens": 6119439.0, "step": 810 }, { "epoch": 0.585505176722599, "grad_norm": 0.16304591298103333, "learning_rate": 1.347147493731108e-05, "loss": 0.2393, "mean_token_accuracy": 0.8492362052202225, "num_tokens": 6194667.0, "step": 820 }, { "epoch": 0.5926454837558015, "grad_norm": 0.1561768501996994, "learning_rate": 1.3080910612895759e-05, "loss": 0.239, "mean_token_accuracy": 0.8470070034265518, "num_tokens": 6270318.0, "step": 830 }, { "epoch": 0.599785790789004, "grad_norm": 0.14306160807609558, "learning_rate": 1.2692683575194155e-05, "loss": 0.2446, "mean_token_accuracy": 0.8527232110500336, "num_tokens": 6344479.0, "step": 840 }, { "epoch": 0.6069260978222063, "grad_norm": 0.09408228099346161, "learning_rate": 1.2306999160151655e-05, "loss": 0.2461, "mean_token_accuracy": 0.8437263667583466, "num_tokens": 6419982.0, "step": 850 }, { "epoch": 0.6140664048554088, "grad_norm": 0.1325320303440094, "learning_rate": 1.1924061358903091e-05, "loss": 0.2392, "mean_token_accuracy": 0.8650959640741348, "num_tokens": 6497373.0, "step": 860 }, { "epoch": 0.6212067118886112, "grad_norm": 0.1599915474653244, "learning_rate": 1.1544072709880399e-05, "loss": 0.2468, "mean_token_accuracy": 0.8459037929773331, "num_tokens": 6574671.0, "step": 870 }, { "epoch": 0.6283470189218137, "grad_norm": 0.1079430803656578, "learning_rate": 1.1167234191688655e-05, "loss": 0.2371, "mean_token_accuracy": 0.8470400452613831, "num_tokens": 6650119.0, "step": 880 }, { "epoch": 0.6354873259550161, "grad_norm": 0.10566870123147964, "learning_rate": 1.0793745116807102e-05, "loss": 0.2403, "mean_token_accuracy": 0.8443713188171387, "num_tokens": 6727945.0, "step": 890 }, { "epoch": 0.6426276329882185, "grad_norm": 0.16900038719177246, "learning_rate": 1.0423803026171438e-05, "loss": 0.2294, "mean_token_accuracy": 0.8559036642313004, "num_tokens": 6805156.0, "step": 900 }, { "epoch": 0.6497679400214209, "grad_norm": 0.16677226126194, "learning_rate": 1.0057603584693038e-05, "loss": 0.2422, "mean_token_accuracy": 0.8480152815580368, "num_tokens": 6880060.0, "step": 910 }, { "epoch": 0.6569082470546234, "grad_norm": 0.10336356610059738, "learning_rate": 9.695340477770451e-06, "loss": 0.2502, "mean_token_accuracy": 0.8547079175710678, "num_tokens": 6956427.0, "step": 920 }, { "epoch": 0.6640485540878258, "grad_norm": 0.13533741235733032, "learning_rate": 9.337205308847836e-06, "loss": 0.2535, "mean_token_accuracy": 0.8299418836832047, "num_tokens": 7031132.0, "step": 930 }, { "epoch": 0.6711888611210282, "grad_norm": 0.11439425498247147, "learning_rate": 8.983387498074633e-06, "loss": 0.2475, "mean_token_accuracy": 0.8546998083591462, "num_tokens": 7107493.0, "step": 940 }, { "epoch": 0.6783291681542306, "grad_norm": 0.11505307257175446, "learning_rate": 8.634074182119893e-06, "loss": 0.2469, "mean_token_accuracy": 0.8413250893354416, "num_tokens": 7182676.0, "step": 950 }, { "epoch": 0.6854694751874331, "grad_norm": 0.12734931707382202, "learning_rate": 8.289450115194459e-06, "loss": 0.2437, "mean_token_accuracy": 0.8464201092720032, "num_tokens": 7257594.0, "step": 960 }, { "epoch": 0.6926097822206355, "grad_norm": 0.10180549323558807, "learning_rate": 7.949697571333143e-06, "loss": 0.2445, "mean_token_accuracy": 0.8510806947946549, "num_tokens": 7333106.0, "step": 970 }, { "epoch": 0.699750089253838, "grad_norm": 0.13846957683563232, "learning_rate": 7.614996247988788e-06, "loss": 0.2424, "mean_token_accuracy": 0.8456225216388702, "num_tokens": 7409348.0, "step": 980 }, { "epoch": 0.7068903962870403, "grad_norm": 0.09437349438667297, "learning_rate": 7.2855231709890236e-06, "loss": 0.253, "mean_token_accuracy": 0.8329681754112244, "num_tokens": 7485199.0, "step": 990 }, { "epoch": 0.7140307033202428, "grad_norm": 0.07914232462644577, "learning_rate": 6.9614526009061e-06, "loss": 0.2454, "mean_token_accuracy": 0.854900935292244, "num_tokens": 7561901.0, "step": 1000 }, { "epoch": 0.7140307033202428, "eval_loss": 0.24819402396678925, "eval_num_tokens": 7561901.0, "eval_runtime": 23.4229, "eval_samples_per_second": 9.691, "eval_steps_per_second": 9.691, "step": 1000 }, { "epoch": 0.7211710103534452, "grad_norm": 0.1411924809217453, "learning_rate": 6.642955940889251e-06, "loss": 0.2456, "mean_token_accuracy": 0.8437583088874817, "num_tokens": 7637941.0, "step": 1010 }, { "epoch": 0.7283113173866477, "grad_norm": 0.19878213107585907, "learning_rate": 6.330201646008442e-06, "loss": 0.241, "mean_token_accuracy": 0.8387387841939926, "num_tokens": 7713694.0, "step": 1020 }, { "epoch": 0.73545162441985, "grad_norm": 0.11221861094236374, "learning_rate": 6.023355134157266e-06, "loss": 0.2434, "mean_token_accuracy": 0.8500531584024429, "num_tokens": 7787558.0, "step": 1030 }, { "epoch": 0.7425919314530525, "grad_norm": 0.1809459924697876, "learning_rate": 5.722578698562343e-06, "loss": 0.2365, "mean_token_accuracy": 0.8351176798343658, "num_tokens": 7863004.0, "step": 1040 }, { "epoch": 0.7497322384862549, "grad_norm": 0.11574816703796387, "learning_rate": 5.428031421945264e-06, "loss": 0.2468, "mean_token_accuracy": 0.8377744346857071, "num_tokens": 7936809.0, "step": 1050 }, { "epoch": 0.7568725455194574, "grad_norm": 0.2032371312379837, "learning_rate": 5.139869092382695e-06, "loss": 0.242, "mean_token_accuracy": 0.8558525443077087, "num_tokens": 8012517.0, "step": 1060 }, { "epoch": 0.7640128525526597, "grad_norm": 0.2128075659275055, "learning_rate": 4.858244120908964e-06, "loss": 0.2471, "mean_token_accuracy": 0.8502045452594758, "num_tokens": 8088039.0, "step": 1070 }, { "epoch": 0.7711531595858622, "grad_norm": 0.3007623851299286, "learning_rate": 4.583305460904831e-06, "loss": 0.247, "mean_token_accuracy": 0.834997683763504, "num_tokens": 8163897.0, "step": 1080 }, { "epoch": 0.7782934666190646, "grad_norm": 0.1440867930650711, "learning_rate": 4.315198529315006e-06, "loss": 0.2413, "mean_token_accuracy": 0.8360197603702545, "num_tokens": 8240262.0, "step": 1090 }, { "epoch": 0.7854337736522671, "grad_norm": 0.16527746617794037, "learning_rate": 4.054065129736162e-06, "loss": 0.2399, "mean_token_accuracy": 0.8457112580537796, "num_tokens": 8315981.0, "step": 1100 }, { "epoch": 0.7925740806854695, "grad_norm": 0.10186518728733063, "learning_rate": 3.800043377415992e-06, "loss": 0.2425, "mean_token_accuracy": 0.8427910953760147, "num_tokens": 8391626.0, "step": 1110 }, { "epoch": 0.7997143877186719, "grad_norm": 0.14122404158115387, "learning_rate": 3.55326762620316e-06, "loss": 0.2571, "mean_token_accuracy": 0.8383598476648331, "num_tokens": 8468014.0, "step": 1120 }, { "epoch": 0.8068546947518743, "grad_norm": 0.0955263152718544, "learning_rate": 3.31386839748658e-06, "loss": 0.2498, "mean_token_accuracy": 0.8421018213033676, "num_tokens": 8543756.0, "step": 1130 }, { "epoch": 0.8139950017850768, "grad_norm": 0.11213722825050354, "learning_rate": 3.081972311161786e-06, "loss": 0.2449, "mean_token_accuracy": 0.8530462324619293, "num_tokens": 8618675.0, "step": 1140 }, { "epoch": 0.8211353088182792, "grad_norm": 0.10946866124868393, "learning_rate": 2.8577020186607968e-06, "loss": 0.2334, "mean_token_accuracy": 0.8431146681308747, "num_tokens": 8696120.0, "step": 1150 }, { "epoch": 0.8282756158514816, "grad_norm": 0.10328326374292374, "learning_rate": 2.641176138080925e-06, "loss": 0.2361, "mean_token_accuracy": 0.8506006717681884, "num_tokens": 8772797.0, "step": 1160 }, { "epoch": 0.835415922884684, "grad_norm": 0.2858479917049408, "learning_rate": 2.432509191446844e-06, "loss": 0.2501, "mean_token_accuracy": 0.8453244566917419, "num_tokens": 8848681.0, "step": 1170 }, { "epoch": 0.8425562299178865, "grad_norm": 0.12414267659187317, "learning_rate": 2.2318115441391242e-06, "loss": 0.2496, "mean_token_accuracy": 0.843856155872345, "num_tokens": 8924564.0, "step": 1180 }, { "epoch": 0.8496965369510889, "grad_norm": 0.11058641970157623, "learning_rate": 2.039189346521201e-06, "loss": 0.2468, "mean_token_accuracy": 0.8599821984767914, "num_tokens": 9000065.0, "step": 1190 }, { "epoch": 0.8568368439842913, "grad_norm": 0.10353564471006393, "learning_rate": 1.8547444777957463e-06, "loss": 0.247, "mean_token_accuracy": 0.8582412838935852, "num_tokens": 9076265.0, "step": 1200 }, { "epoch": 0.8568368439842913, "eval_loss": 0.24870693683624268, "eval_num_tokens": 9076265.0, "eval_runtime": 22.8496, "eval_samples_per_second": 9.935, "eval_steps_per_second": 9.935, "step": 1200 }, { "epoch": 0.8639771510174937, "grad_norm": 0.17142567038536072, "learning_rate": 1.6785744921200291e-06, "loss": 0.2468, "mean_token_accuracy": 0.8505592197179794, "num_tokens": 9150578.0, "step": 1210 }, { "epoch": 0.8711174580506962, "grad_norm": 0.1010131761431694, "learning_rate": 1.5107725670088751e-06, "loss": 0.248, "mean_token_accuracy": 0.8410425752401351, "num_tokens": 9225319.0, "step": 1220 }, { "epoch": 0.8782577650838986, "grad_norm": 0.1269058734178543, "learning_rate": 1.3514274540524292e-06, "loss": 0.242, "mean_token_accuracy": 0.8544023931026459, "num_tokens": 9301989.0, "step": 1230 }, { "epoch": 0.8853980721171011, "grad_norm": 0.1056295782327652, "learning_rate": 1.2006234319748362e-06, "loss": 0.2393, "mean_token_accuracy": 0.8628782987594604, "num_tokens": 9377759.0, "step": 1240 }, { "epoch": 0.8925383791503034, "grad_norm": 0.14275795221328735, "learning_rate": 1.058440262058628e-06, "loss": 0.2443, "mean_token_accuracy": 0.8523239493370056, "num_tokens": 9455774.0, "step": 1250 }, { "epoch": 0.8996786861835059, "grad_norm": 0.10365872085094452, "learning_rate": 9.249531459584625e-07, "loss": 0.248, "mean_token_accuracy": 0.851286780834198, "num_tokens": 9531579.0, "step": 1260 }, { "epoch": 0.9068189932167083, "grad_norm": 0.10703132301568985, "learning_rate": 8.002326859264233e-07, "loss": 0.2444, "mean_token_accuracy": 0.8504409581422806, "num_tokens": 9607022.0, "step": 1270 }, { "epoch": 0.9139593002499108, "grad_norm": 0.12737736105918884, "learning_rate": 6.843448474700275e-07, "loss": 0.2451, "mean_token_accuracy": 0.8450479298830033, "num_tokens": 9682771.0, "step": 1280 }, { "epoch": 0.9210996072831131, "grad_norm": 0.14681857824325562, "learning_rate": 5.773509244625948e-07, "loss": 0.2412, "mean_token_accuracy": 0.8388412922620774, "num_tokens": 9760900.0, "step": 1290 }, { "epoch": 0.9282399143163156, "grad_norm": 0.11775557696819305, "learning_rate": 4.793075067245142e-07, "loss": 0.2524, "mean_token_accuracy": 0.8410770803689956, "num_tokens": 9835951.0, "step": 1300 }, { "epoch": 0.935380221349518, "grad_norm": 0.174688920378685, "learning_rate": 3.9026645009249404e-07, "loss": 0.2397, "mean_token_accuracy": 0.8388120770454407, "num_tokens": 9910832.0, "step": 1310 }, { "epoch": 0.9425205283827205, "grad_norm": 0.16480177640914917, "learning_rate": 3.1027484899264876e-07, "loss": 0.2525, "mean_token_accuracy": 0.8406508564949036, "num_tokens": 9985285.0, "step": 1320 }, { "epoch": 0.9496608354159228, "grad_norm": 0.11839897930622101, "learning_rate": 2.393750115319379e-07, "loss": 0.2438, "mean_token_accuracy": 0.8284848064184189, "num_tokens": 10061386.0, "step": 1330 }, { "epoch": 0.9568011424491253, "grad_norm": 0.1104646697640419, "learning_rate": 1.7760443712112132e-07, "loss": 0.2363, "mean_token_accuracy": 0.8469839125871659, "num_tokens": 10138726.0, "step": 1340 }, { "epoch": 0.9639414494823277, "grad_norm": 0.17600639164447784, "learning_rate": 1.249957966410553e-07, "loss": 0.2455, "mean_token_accuracy": 0.8401055574417114, "num_tokens": 10213173.0, "step": 1350 }, { "epoch": 0.9710817565155302, "grad_norm": 0.25562846660614014, "learning_rate": 8.157691516284759e-08, "loss": 0.2542, "mean_token_accuracy": 0.8507506132125855, "num_tokens": 10288483.0, "step": 1360 }, { "epoch": 0.9782220635487326, "grad_norm": 0.12573958933353424, "learning_rate": 4.737075723097839e-08, "loss": 0.2492, "mean_token_accuracy": 0.8376883298158646, "num_tokens": 10364207.0, "step": 1370 }, { "epoch": 0.985362370581935, "grad_norm": 0.0995529517531395, "learning_rate": 2.2395414717205073e-08, "loss": 0.2396, "mean_token_accuracy": 0.8528329610824585, "num_tokens": 10439424.0, "step": 1380 }, { "epoch": 0.9925026776151374, "grad_norm": 0.14106954634189606, "learning_rate": 6.664097251635192e-09, "loss": 0.2439, "mean_token_accuracy": 0.8580034106969834, "num_tokens": 10514957.0, "step": 1390 }, { "epoch": 0.9996429846483399, "grad_norm": 0.15564119815826416, "learning_rate": 1.8512523607155937e-10, "loss": 0.2479, "mean_token_accuracy": 0.8343614429235459, "num_tokens": 10590673.0, "step": 1400 }, { "epoch": 0.9996429846483399, "eval_loss": 0.24886475503444672, "eval_num_tokens": 10590673.0, "eval_runtime": 22.7556, "eval_samples_per_second": 9.976, "eval_steps_per_second": 9.976, "step": 1400 } ], "logging_steps": 10, "max_steps": 1401, "num_input_tokens_seen": 0, "num_train_epochs": 1, "save_steps": 200, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 1.8018463453733683e+17, "train_batch_size": 8, "trial_name": null, "trial_params": null }