| { | |
| "best_global_step": 10000, | |
| "best_metric": 8.407378196716309, | |
| "best_model_checkpoint": "distilbert_rand_10_v2/checkpoint-10000", | |
| "epoch": 25.0, | |
| "eval_steps": 10000, | |
| "global_step": 59550, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.20990764063811923, | |
| "grad_norm": 3.4146053791046143, | |
| "learning_rate": 5e-06, | |
| "loss": 11.5904, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 0.41981528127623846, | |
| "grad_norm": 2.1660385131835938, | |
| "learning_rate": 1e-05, | |
| "loss": 9.8865, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 0.6297229219143576, | |
| "grad_norm": 2.5809595584869385, | |
| "learning_rate": 1.5e-05, | |
| "loss": 9.3602, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 0.8396305625524769, | |
| "grad_norm": 1.6309263706207275, | |
| "learning_rate": 2e-05, | |
| "loss": 9.2047, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 1.0495382031905962, | |
| "grad_norm": 2.1653664112091064, | |
| "learning_rate": 2.5e-05, | |
| "loss": 9.0717, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 1.2594458438287153, | |
| "grad_norm": 2.7581591606140137, | |
| "learning_rate": 3e-05, | |
| "loss": 8.9602, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 1.4693534844668346, | |
| "grad_norm": 1.9575462341308594, | |
| "learning_rate": 3.5e-05, | |
| "loss": 8.8652, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 1.6792611251049538, | |
| "grad_norm": 2.1996233463287354, | |
| "learning_rate": 4e-05, | |
| "loss": 8.7901, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 1.8891687657430731, | |
| "grad_norm": 2.6220545768737793, | |
| "learning_rate": 4.5e-05, | |
| "loss": 8.7313, | |
| "step": 4500 | |
| }, | |
| { | |
| "epoch": 2.0990764063811924, | |
| "grad_norm": 2.0743510723114014, | |
| "learning_rate": 5e-05, | |
| "loss": 8.6809, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 2.3089840470193117, | |
| "grad_norm": 2.642824649810791, | |
| "learning_rate": 5.500000000000001e-05, | |
| "loss": 8.6392, | |
| "step": 5500 | |
| }, | |
| { | |
| "epoch": 2.5188916876574305, | |
| "grad_norm": 2.903501033782959, | |
| "learning_rate": 6e-05, | |
| "loss": 8.6022, | |
| "step": 6000 | |
| }, | |
| { | |
| "epoch": 2.72879932829555, | |
| "grad_norm": 3.285515546798706, | |
| "learning_rate": 6.500000000000001e-05, | |
| "loss": 8.5689, | |
| "step": 6500 | |
| }, | |
| { | |
| "epoch": 2.938706968933669, | |
| "grad_norm": 1.971403956413269, | |
| "learning_rate": 7e-05, | |
| "loss": 8.5401, | |
| "step": 7000 | |
| }, | |
| { | |
| "epoch": 3.1486146095717884, | |
| "grad_norm": 3.1255595684051514, | |
| "learning_rate": 7.500000000000001e-05, | |
| "loss": 8.5093, | |
| "step": 7500 | |
| }, | |
| { | |
| "epoch": 3.3585222502099077, | |
| "grad_norm": 2.656951904296875, | |
| "learning_rate": 8e-05, | |
| "loss": 8.4851, | |
| "step": 8000 | |
| }, | |
| { | |
| "epoch": 3.568429890848027, | |
| "grad_norm": 3.4468624591827393, | |
| "learning_rate": 8.5e-05, | |
| "loss": 8.4695, | |
| "step": 8500 | |
| }, | |
| { | |
| "epoch": 3.7783375314861463, | |
| "grad_norm": 3.1533572673797607, | |
| "learning_rate": 9e-05, | |
| "loss": 8.4446, | |
| "step": 9000 | |
| }, | |
| { | |
| "epoch": 3.988245172124265, | |
| "grad_norm": 2.3316454887390137, | |
| "learning_rate": 9.5e-05, | |
| "loss": 8.4269, | |
| "step": 9500 | |
| }, | |
| { | |
| "epoch": 4.198152812762385, | |
| "grad_norm": 3.0319182872772217, | |
| "learning_rate": 0.0001, | |
| "loss": 8.365, | |
| "step": 10000 | |
| }, | |
| { | |
| "epoch": 4.198152812762385, | |
| "eval_accuracy": 0.15081109658031666, | |
| "eval_loss": 8.407378196716309, | |
| "eval_runtime": 0.8408, | |
| "eval_samples_per_second": 569.669, | |
| "eval_steps_per_second": 5.946, | |
| "step": 10000 | |
| }, | |
| { | |
| "epoch": 4.408060453400504, | |
| "grad_norm": 2.309774398803711, | |
| "learning_rate": 9.899091826437942e-05, | |
| "loss": 8.3594, | |
| "step": 10500 | |
| }, | |
| { | |
| "epoch": 4.617968094038623, | |
| "grad_norm": 2.7297723293304443, | |
| "learning_rate": 9.798183652875883e-05, | |
| "loss": 8.3457, | |
| "step": 11000 | |
| }, | |
| { | |
| "epoch": 4.827875734676742, | |
| "grad_norm": 3.922558546066284, | |
| "learning_rate": 9.697275479313825e-05, | |
| "loss": 8.3465, | |
| "step": 11500 | |
| }, | |
| { | |
| "epoch": 5.037783375314861, | |
| "grad_norm": 2.4545271396636963, | |
| "learning_rate": 9.596367305751767e-05, | |
| "loss": 8.3154, | |
| "step": 12000 | |
| }, | |
| { | |
| "epoch": 5.247691015952981, | |
| "grad_norm": 3.2359399795532227, | |
| "learning_rate": 9.495459132189707e-05, | |
| "loss": 8.2332, | |
| "step": 12500 | |
| }, | |
| { | |
| "epoch": 5.4575986565911, | |
| "grad_norm": 3.1461598873138428, | |
| "learning_rate": 9.394550958627649e-05, | |
| "loss": 8.238, | |
| "step": 13000 | |
| }, | |
| { | |
| "epoch": 5.667506297229219, | |
| "grad_norm": 3.263474464416504, | |
| "learning_rate": 9.293642785065591e-05, | |
| "loss": 8.2416, | |
| "step": 13500 | |
| }, | |
| { | |
| "epoch": 5.877413937867338, | |
| "grad_norm": 3.8544559478759766, | |
| "learning_rate": 9.192734611503532e-05, | |
| "loss": 8.2415, | |
| "step": 14000 | |
| }, | |
| { | |
| "epoch": 6.087321578505458, | |
| "grad_norm": 3.529215097427368, | |
| "learning_rate": 9.091826437941474e-05, | |
| "loss": 8.1915, | |
| "step": 14500 | |
| }, | |
| { | |
| "epoch": 6.297229219143577, | |
| "grad_norm": 2.7152795791625977, | |
| "learning_rate": 8.990918264379415e-05, | |
| "loss": 8.1465, | |
| "step": 15000 | |
| }, | |
| { | |
| "epoch": 6.507136859781696, | |
| "grad_norm": 3.661522388458252, | |
| "learning_rate": 8.890010090817356e-05, | |
| "loss": 8.1528, | |
| "step": 15500 | |
| }, | |
| { | |
| "epoch": 6.717044500419815, | |
| "grad_norm": 2.550381898880005, | |
| "learning_rate": 8.789101917255298e-05, | |
| "loss": 8.1596, | |
| "step": 16000 | |
| }, | |
| { | |
| "epoch": 6.926952141057934, | |
| "grad_norm": 2.9908108711242676, | |
| "learning_rate": 8.68819374369324e-05, | |
| "loss": 8.1649, | |
| "step": 16500 | |
| }, | |
| { | |
| "epoch": 7.136859781696054, | |
| "grad_norm": 2.929835557937622, | |
| "learning_rate": 8.58728557013118e-05, | |
| "loss": 8.0896, | |
| "step": 17000 | |
| }, | |
| { | |
| "epoch": 7.346767422334173, | |
| "grad_norm": 3.0883374214172363, | |
| "learning_rate": 8.486377396569122e-05, | |
| "loss": 8.061, | |
| "step": 17500 | |
| }, | |
| { | |
| "epoch": 7.5566750629722925, | |
| "grad_norm": 3.6443467140197754, | |
| "learning_rate": 8.385469223007064e-05, | |
| "loss": 8.0805, | |
| "step": 18000 | |
| }, | |
| { | |
| "epoch": 7.766582703610411, | |
| "grad_norm": 2.828655481338501, | |
| "learning_rate": 8.284561049445006e-05, | |
| "loss": 8.0882, | |
| "step": 18500 | |
| }, | |
| { | |
| "epoch": 7.97649034424853, | |
| "grad_norm": 2.587986946105957, | |
| "learning_rate": 8.183652875882947e-05, | |
| "loss": 8.0905, | |
| "step": 19000 | |
| }, | |
| { | |
| "epoch": 8.18639798488665, | |
| "grad_norm": 3.1316235065460205, | |
| "learning_rate": 8.082744702320889e-05, | |
| "loss": 7.9656, | |
| "step": 19500 | |
| }, | |
| { | |
| "epoch": 8.39630562552477, | |
| "grad_norm": 2.5518126487731934, | |
| "learning_rate": 7.98183652875883e-05, | |
| "loss": 7.9655, | |
| "step": 20000 | |
| }, | |
| { | |
| "epoch": 8.39630562552477, | |
| "eval_accuracy": 0.15188417183422656, | |
| "eval_loss": 8.548937797546387, | |
| "eval_runtime": 0.8127, | |
| "eval_samples_per_second": 589.419, | |
| "eval_steps_per_second": 6.153, | |
| "step": 20000 | |
| }, | |
| { | |
| "epoch": 8.606213266162888, | |
| "grad_norm": 3.2196760177612305, | |
| "learning_rate": 7.880928355196771e-05, | |
| "loss": 7.9753, | |
| "step": 20500 | |
| }, | |
| { | |
| "epoch": 8.816120906801007, | |
| "grad_norm": 3.6576881408691406, | |
| "learning_rate": 7.780020181634713e-05, | |
| "loss": 7.9913, | |
| "step": 21000 | |
| }, | |
| { | |
| "epoch": 9.026028547439127, | |
| "grad_norm": 4.159181594848633, | |
| "learning_rate": 7.679112008072655e-05, | |
| "loss": 7.9617, | |
| "step": 21500 | |
| }, | |
| { | |
| "epoch": 9.235936188077247, | |
| "grad_norm": 4.127835273742676, | |
| "learning_rate": 7.578203834510595e-05, | |
| "loss": 7.7796, | |
| "step": 22000 | |
| }, | |
| { | |
| "epoch": 9.445843828715365, | |
| "grad_norm": 4.776088237762451, | |
| "learning_rate": 7.477295660948537e-05, | |
| "loss": 7.7962, | |
| "step": 22500 | |
| }, | |
| { | |
| "epoch": 9.655751469353484, | |
| "grad_norm": 4.269143581390381, | |
| "learning_rate": 7.376387487386479e-05, | |
| "loss": 7.8227, | |
| "step": 23000 | |
| }, | |
| { | |
| "epoch": 9.865659109991604, | |
| "grad_norm": 3.852692127227783, | |
| "learning_rate": 7.27547931382442e-05, | |
| "loss": 7.8206, | |
| "step": 23500 | |
| }, | |
| { | |
| "epoch": 10.075566750629722, | |
| "grad_norm": 4.89370584487915, | |
| "learning_rate": 7.174571140262362e-05, | |
| "loss": 7.7265, | |
| "step": 24000 | |
| }, | |
| { | |
| "epoch": 10.285474391267842, | |
| "grad_norm": 4.955141067504883, | |
| "learning_rate": 7.073662966700304e-05, | |
| "loss": 7.5545, | |
| "step": 24500 | |
| }, | |
| { | |
| "epoch": 10.495382031905962, | |
| "grad_norm": 4.927492141723633, | |
| "learning_rate": 6.972754793138244e-05, | |
| "loss": 7.5655, | |
| "step": 25000 | |
| }, | |
| { | |
| "epoch": 10.705289672544081, | |
| "grad_norm": 5.925957202911377, | |
| "learning_rate": 6.871846619576186e-05, | |
| "loss": 7.5898, | |
| "step": 25500 | |
| }, | |
| { | |
| "epoch": 10.9151973131822, | |
| "grad_norm": 5.453761100769043, | |
| "learning_rate": 6.770938446014128e-05, | |
| "loss": 7.6113, | |
| "step": 26000 | |
| }, | |
| { | |
| "epoch": 11.125104953820319, | |
| "grad_norm": 5.880764007568359, | |
| "learning_rate": 6.670030272452068e-05, | |
| "loss": 7.4247, | |
| "step": 26500 | |
| }, | |
| { | |
| "epoch": 11.335012594458439, | |
| "grad_norm": 6.225951671600342, | |
| "learning_rate": 6.56912209889001e-05, | |
| "loss": 7.3243, | |
| "step": 27000 | |
| }, | |
| { | |
| "epoch": 11.544920235096557, | |
| "grad_norm": 5.917329788208008, | |
| "learning_rate": 6.468213925327952e-05, | |
| "loss": 7.3475, | |
| "step": 27500 | |
| }, | |
| { | |
| "epoch": 11.754827875734676, | |
| "grad_norm": 6.238253116607666, | |
| "learning_rate": 6.367305751765893e-05, | |
| "loss": 7.3563, | |
| "step": 28000 | |
| }, | |
| { | |
| "epoch": 11.964735516372796, | |
| "grad_norm": 5.542497634887695, | |
| "learning_rate": 6.266397578203835e-05, | |
| "loss": 7.3786, | |
| "step": 28500 | |
| }, | |
| { | |
| "epoch": 12.174643157010916, | |
| "grad_norm": 6.531023025512695, | |
| "learning_rate": 6.165489404641777e-05, | |
| "loss": 7.133, | |
| "step": 29000 | |
| }, | |
| { | |
| "epoch": 12.384550797649034, | |
| "grad_norm": 6.812910556793213, | |
| "learning_rate": 6.064581231079718e-05, | |
| "loss": 7.105, | |
| "step": 29500 | |
| }, | |
| { | |
| "epoch": 12.594458438287154, | |
| "grad_norm": 6.612903594970703, | |
| "learning_rate": 5.963673057517659e-05, | |
| "loss": 7.1358, | |
| "step": 30000 | |
| }, | |
| { | |
| "epoch": 12.594458438287154, | |
| "eval_accuracy": 0.15393010045610991, | |
| "eval_loss": 9.573535919189453, | |
| "eval_runtime": 0.8016, | |
| "eval_samples_per_second": 597.572, | |
| "eval_steps_per_second": 6.238, | |
| "step": 30000 | |
| }, | |
| { | |
| "epoch": 12.804366078925273, | |
| "grad_norm": 6.361575603485107, | |
| "learning_rate": 5.8627648839556e-05, | |
| "loss": 7.1651, | |
| "step": 30500 | |
| }, | |
| { | |
| "epoch": 13.014273719563391, | |
| "grad_norm": 7.888774394989014, | |
| "learning_rate": 5.7618567103935416e-05, | |
| "loss": 7.1605, | |
| "step": 31000 | |
| }, | |
| { | |
| "epoch": 13.224181360201511, | |
| "grad_norm": 7.795629024505615, | |
| "learning_rate": 5.660948536831484e-05, | |
| "loss": 6.8972, | |
| "step": 31500 | |
| }, | |
| { | |
| "epoch": 13.43408900083963, | |
| "grad_norm": 7.270820140838623, | |
| "learning_rate": 5.5600403632694254e-05, | |
| "loss": 6.9282, | |
| "step": 32000 | |
| }, | |
| { | |
| "epoch": 13.64399664147775, | |
| "grad_norm": 8.208027839660645, | |
| "learning_rate": 5.4591321897073666e-05, | |
| "loss": 6.9628, | |
| "step": 32500 | |
| }, | |
| { | |
| "epoch": 13.853904282115868, | |
| "grad_norm": 7.839036464691162, | |
| "learning_rate": 5.358224016145308e-05, | |
| "loss": 6.9704, | |
| "step": 33000 | |
| }, | |
| { | |
| "epoch": 14.063811922753988, | |
| "grad_norm": 9.733901977539062, | |
| "learning_rate": 5.257315842583249e-05, | |
| "loss": 6.8931, | |
| "step": 33500 | |
| }, | |
| { | |
| "epoch": 14.273719563392108, | |
| "grad_norm": 9.443537712097168, | |
| "learning_rate": 5.15640766902119e-05, | |
| "loss": 6.7346, | |
| "step": 34000 | |
| }, | |
| { | |
| "epoch": 14.483627204030226, | |
| "grad_norm": 6.763957500457764, | |
| "learning_rate": 5.055499495459133e-05, | |
| "loss": 6.7597, | |
| "step": 34500 | |
| }, | |
| { | |
| "epoch": 14.693534844668346, | |
| "grad_norm": 8.699044227600098, | |
| "learning_rate": 4.954591321897074e-05, | |
| "loss": 6.7844, | |
| "step": 35000 | |
| }, | |
| { | |
| "epoch": 14.903442485306465, | |
| "grad_norm": 8.743997573852539, | |
| "learning_rate": 4.853683148335015e-05, | |
| "loss": 6.7968, | |
| "step": 35500 | |
| }, | |
| { | |
| "epoch": 15.113350125944585, | |
| "grad_norm": 7.996423721313477, | |
| "learning_rate": 4.7527749747729566e-05, | |
| "loss": 6.6783, | |
| "step": 36000 | |
| }, | |
| { | |
| "epoch": 15.323257766582703, | |
| "grad_norm": 7.6162238121032715, | |
| "learning_rate": 4.6518668012108985e-05, | |
| "loss": 6.5914, | |
| "step": 36500 | |
| }, | |
| { | |
| "epoch": 15.533165407220823, | |
| "grad_norm": 10.055530548095703, | |
| "learning_rate": 4.55095862764884e-05, | |
| "loss": 6.6121, | |
| "step": 37000 | |
| }, | |
| { | |
| "epoch": 15.743073047858942, | |
| "grad_norm": 5.347414016723633, | |
| "learning_rate": 4.450050454086781e-05, | |
| "loss": 6.6377, | |
| "step": 37500 | |
| }, | |
| { | |
| "epoch": 15.95298068849706, | |
| "grad_norm": 8.751012802124023, | |
| "learning_rate": 4.349142280524723e-05, | |
| "loss": 6.6495, | |
| "step": 38000 | |
| }, | |
| { | |
| "epoch": 16.162888329135182, | |
| "grad_norm": 8.579747200012207, | |
| "learning_rate": 4.248234106962664e-05, | |
| "loss": 6.498, | |
| "step": 38500 | |
| }, | |
| { | |
| "epoch": 16.3727959697733, | |
| "grad_norm": 7.676190376281738, | |
| "learning_rate": 4.147325933400605e-05, | |
| "loss": 6.4814, | |
| "step": 39000 | |
| }, | |
| { | |
| "epoch": 16.582703610411418, | |
| "grad_norm": 9.743263244628906, | |
| "learning_rate": 4.046417759838547e-05, | |
| "loss": 6.4815, | |
| "step": 39500 | |
| }, | |
| { | |
| "epoch": 16.79261125104954, | |
| "grad_norm": 6.231374740600586, | |
| "learning_rate": 3.9455095862764884e-05, | |
| "loss": 6.503, | |
| "step": 40000 | |
| }, | |
| { | |
| "epoch": 16.79261125104954, | |
| "eval_accuracy": 0.15134013681731523, | |
| "eval_loss": 10.85237979888916, | |
| "eval_runtime": 0.8076, | |
| "eval_samples_per_second": 593.137, | |
| "eval_steps_per_second": 6.191, | |
| "step": 40000 | |
| }, | |
| { | |
| "epoch": 17.002518891687657, | |
| "grad_norm": 7.749892234802246, | |
| "learning_rate": 3.84460141271443e-05, | |
| "loss": 6.5225, | |
| "step": 40500 | |
| }, | |
| { | |
| "epoch": 17.212426532325775, | |
| "grad_norm": 7.678645133972168, | |
| "learning_rate": 3.7436932391523715e-05, | |
| "loss": 6.3674, | |
| "step": 41000 | |
| }, | |
| { | |
| "epoch": 17.422334172963897, | |
| "grad_norm": 10.171128273010254, | |
| "learning_rate": 3.642785065590313e-05, | |
| "loss": 6.3858, | |
| "step": 41500 | |
| }, | |
| { | |
| "epoch": 17.632241813602015, | |
| "grad_norm": 6.341461658477783, | |
| "learning_rate": 3.541876892028255e-05, | |
| "loss": 6.3952, | |
| "step": 42000 | |
| }, | |
| { | |
| "epoch": 17.842149454240133, | |
| "grad_norm": 7.1425981521606445, | |
| "learning_rate": 3.440968718466196e-05, | |
| "loss": 6.4122, | |
| "step": 42500 | |
| }, | |
| { | |
| "epoch": 18.052057094878254, | |
| "grad_norm": 5.010819911956787, | |
| "learning_rate": 3.340060544904137e-05, | |
| "loss": 6.3795, | |
| "step": 43000 | |
| }, | |
| { | |
| "epoch": 18.261964735516372, | |
| "grad_norm": 7.978843688964844, | |
| "learning_rate": 3.239152371342079e-05, | |
| "loss": 6.3053, | |
| "step": 43500 | |
| }, | |
| { | |
| "epoch": 18.471872376154494, | |
| "grad_norm": 10.343291282653809, | |
| "learning_rate": 3.13824419778002e-05, | |
| "loss": 6.3135, | |
| "step": 44000 | |
| }, | |
| { | |
| "epoch": 18.68178001679261, | |
| "grad_norm": 9.226387977600098, | |
| "learning_rate": 3.0373360242179615e-05, | |
| "loss": 6.3232, | |
| "step": 44500 | |
| }, | |
| { | |
| "epoch": 18.89168765743073, | |
| "grad_norm": 8.74514389038086, | |
| "learning_rate": 2.9364278506559034e-05, | |
| "loss": 6.3412, | |
| "step": 45000 | |
| }, | |
| { | |
| "epoch": 19.10159529806885, | |
| "grad_norm": 7.375455856323242, | |
| "learning_rate": 2.8355196770938446e-05, | |
| "loss": 6.2916, | |
| "step": 45500 | |
| }, | |
| { | |
| "epoch": 19.31150293870697, | |
| "grad_norm": 6.498550891876221, | |
| "learning_rate": 2.734611503531786e-05, | |
| "loss": 6.262, | |
| "step": 46000 | |
| }, | |
| { | |
| "epoch": 19.521410579345087, | |
| "grad_norm": 6.347827434539795, | |
| "learning_rate": 2.6337033299697278e-05, | |
| "loss": 6.2613, | |
| "step": 46500 | |
| }, | |
| { | |
| "epoch": 19.73131821998321, | |
| "grad_norm": 6.730015754699707, | |
| "learning_rate": 2.532795156407669e-05, | |
| "loss": 6.2659, | |
| "step": 47000 | |
| }, | |
| { | |
| "epoch": 19.941225860621326, | |
| "grad_norm": 9.48201847076416, | |
| "learning_rate": 2.4318869828456106e-05, | |
| "loss": 6.2674, | |
| "step": 47500 | |
| }, | |
| { | |
| "epoch": 20.151133501259444, | |
| "grad_norm": 4.89863395690918, | |
| "learning_rate": 2.330978809283552e-05, | |
| "loss": 6.2391, | |
| "step": 48000 | |
| }, | |
| { | |
| "epoch": 20.361041141897566, | |
| "grad_norm": 6.4890336990356445, | |
| "learning_rate": 2.2300706357214934e-05, | |
| "loss": 6.2171, | |
| "step": 48500 | |
| }, | |
| { | |
| "epoch": 20.570948782535684, | |
| "grad_norm": 6.135959148406982, | |
| "learning_rate": 2.129162462159435e-05, | |
| "loss": 6.2152, | |
| "step": 49000 | |
| }, | |
| { | |
| "epoch": 20.7808564231738, | |
| "grad_norm": 6.25450325012207, | |
| "learning_rate": 2.0282542885973765e-05, | |
| "loss": 6.2156, | |
| "step": 49500 | |
| }, | |
| { | |
| "epoch": 20.990764063811923, | |
| "grad_norm": 4.749207496643066, | |
| "learning_rate": 1.927346115035318e-05, | |
| "loss": 6.2241, | |
| "step": 50000 | |
| }, | |
| { | |
| "epoch": 20.990764063811923, | |
| "eval_accuracy": 0.1507556004149494, | |
| "eval_loss": 11.444902420043945, | |
| "eval_runtime": 0.8053, | |
| "eval_samples_per_second": 594.799, | |
| "eval_steps_per_second": 6.209, | |
| "step": 50000 | |
| }, | |
| { | |
| "epoch": 21.20067170445004, | |
| "grad_norm": 7.05684757232666, | |
| "learning_rate": 1.8264379414732593e-05, | |
| "loss": 6.1818, | |
| "step": 50500 | |
| }, | |
| { | |
| "epoch": 21.410579345088163, | |
| "grad_norm": 5.781315803527832, | |
| "learning_rate": 1.725529767911201e-05, | |
| "loss": 6.1921, | |
| "step": 51000 | |
| }, | |
| { | |
| "epoch": 21.62048698572628, | |
| "grad_norm": 6.954950332641602, | |
| "learning_rate": 1.6246215943491424e-05, | |
| "loss": 6.1811, | |
| "step": 51500 | |
| }, | |
| { | |
| "epoch": 21.8303946263644, | |
| "grad_norm": 7.798590660095215, | |
| "learning_rate": 1.5237134207870837e-05, | |
| "loss": 6.1871, | |
| "step": 52000 | |
| }, | |
| { | |
| "epoch": 22.04030226700252, | |
| "grad_norm": 5.431859493255615, | |
| "learning_rate": 1.4228052472250252e-05, | |
| "loss": 6.1766, | |
| "step": 52500 | |
| }, | |
| { | |
| "epoch": 22.250209907640638, | |
| "grad_norm": 4.973404884338379, | |
| "learning_rate": 1.3218970736629668e-05, | |
| "loss": 6.152, | |
| "step": 53000 | |
| }, | |
| { | |
| "epoch": 22.460117548278756, | |
| "grad_norm": 6.679101467132568, | |
| "learning_rate": 1.2209889001009082e-05, | |
| "loss": 6.1525, | |
| "step": 53500 | |
| }, | |
| { | |
| "epoch": 22.670025188916878, | |
| "grad_norm": 5.500085353851318, | |
| "learning_rate": 1.1200807265388496e-05, | |
| "loss": 6.1571, | |
| "step": 54000 | |
| }, | |
| { | |
| "epoch": 22.879932829554996, | |
| "grad_norm": 7.6365461349487305, | |
| "learning_rate": 1.0191725529767912e-05, | |
| "loss": 6.1471, | |
| "step": 54500 | |
| }, | |
| { | |
| "epoch": 23.089840470193113, | |
| "grad_norm": 3.036820650100708, | |
| "learning_rate": 9.182643794147326e-06, | |
| "loss": 6.1454, | |
| "step": 55000 | |
| }, | |
| { | |
| "epoch": 23.299748110831235, | |
| "grad_norm": 5.347593307495117, | |
| "learning_rate": 8.173562058526741e-06, | |
| "loss": 6.1275, | |
| "step": 55500 | |
| }, | |
| { | |
| "epoch": 23.509655751469353, | |
| "grad_norm": 5.75042724609375, | |
| "learning_rate": 7.164480322906156e-06, | |
| "loss": 6.1373, | |
| "step": 56000 | |
| }, | |
| { | |
| "epoch": 23.719563392107474, | |
| "grad_norm": 4.797982215881348, | |
| "learning_rate": 6.155398587285571e-06, | |
| "loss": 6.1255, | |
| "step": 56500 | |
| }, | |
| { | |
| "epoch": 23.929471032745592, | |
| "grad_norm": 4.1490583419799805, | |
| "learning_rate": 5.146316851664986e-06, | |
| "loss": 6.1323, | |
| "step": 57000 | |
| }, | |
| { | |
| "epoch": 24.13937867338371, | |
| "grad_norm": 5.225616931915283, | |
| "learning_rate": 4.1372351160444e-06, | |
| "loss": 6.1193, | |
| "step": 57500 | |
| }, | |
| { | |
| "epoch": 24.349286314021832, | |
| "grad_norm": 5.23792028427124, | |
| "learning_rate": 3.1281533804238145e-06, | |
| "loss": 6.1238, | |
| "step": 58000 | |
| }, | |
| { | |
| "epoch": 24.55919395465995, | |
| "grad_norm": 4.848769664764404, | |
| "learning_rate": 2.1190716448032293e-06, | |
| "loss": 6.1198, | |
| "step": 58500 | |
| }, | |
| { | |
| "epoch": 24.769101595298068, | |
| "grad_norm": 6.059590816497803, | |
| "learning_rate": 1.109989909182644e-06, | |
| "loss": 6.1163, | |
| "step": 59000 | |
| }, | |
| { | |
| "epoch": 24.97900923593619, | |
| "grad_norm": 5.657757759094238, | |
| "learning_rate": 1.0090817356205853e-07, | |
| "loss": 6.1065, | |
| "step": 59500 | |
| }, | |
| { | |
| "epoch": 25.0, | |
| "step": 59550, | |
| "total_flos": 7.6822177215744e+17, | |
| "train_loss": 7.320337596672308, | |
| "train_runtime": 16714.9526, | |
| "train_samples_per_second": 341.968, | |
| "train_steps_per_second": 3.563 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 59550, | |
| "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": 7.6822177215744e+17, | |
| "train_batch_size": 96, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |