{ "best_metric": 0.672206699848175, "best_model_checkpoint": "miner_id_24/checkpoint-100", "epoch": 0.13717421124828533, "eval_steps": 50, "global_step": 100, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0013717421124828531, "grad_norm": 1.8108248710632324, "learning_rate": 1e-05, "loss": 2.1791, "step": 1 }, { "epoch": 0.0013717421124828531, "eval_loss": 2.359384059906006, "eval_runtime": 102.5952, "eval_samples_per_second": 11.969, "eval_steps_per_second": 2.992, "step": 1 }, { "epoch": 0.0027434842249657062, "grad_norm": 2.168975591659546, "learning_rate": 2e-05, "loss": 2.4753, "step": 2 }, { "epoch": 0.00411522633744856, "grad_norm": 1.929791808128357, "learning_rate": 3e-05, "loss": 2.5551, "step": 3 }, { "epoch": 0.0054869684499314125, "grad_norm": 2.3733065128326416, "learning_rate": 4e-05, "loss": 2.6526, "step": 4 }, { "epoch": 0.006858710562414266, "grad_norm": 2.5940165519714355, "learning_rate": 5e-05, "loss": 2.4588, "step": 5 }, { "epoch": 0.00823045267489712, "grad_norm": 2.2310335636138916, "learning_rate": 6e-05, "loss": 2.5103, "step": 6 }, { "epoch": 0.009602194787379973, "grad_norm": 1.8037067651748657, "learning_rate": 7e-05, "loss": 2.1907, "step": 7 }, { "epoch": 0.010973936899862825, "grad_norm": 1.7454071044921875, "learning_rate": 8e-05, "loss": 1.7885, "step": 8 }, { "epoch": 0.012345679012345678, "grad_norm": 1.7510610818862915, "learning_rate": 9e-05, "loss": 1.554, "step": 9 }, { "epoch": 0.013717421124828532, "grad_norm": 1.5554914474487305, "learning_rate": 0.0001, "loss": 1.475, "step": 10 }, { "epoch": 0.015089163237311385, "grad_norm": 1.3975311517715454, "learning_rate": 9.999316524962345e-05, "loss": 1.346, "step": 11 }, { "epoch": 0.01646090534979424, "grad_norm": 1.5020421743392944, "learning_rate": 9.997266286704631e-05, "loss": 1.2495, "step": 12 }, { "epoch": 0.01783264746227709, "grad_norm": 1.7484345436096191, "learning_rate": 9.993849845741524e-05, "loss": 1.2833, "step": 13 }, { "epoch": 0.019204389574759947, "grad_norm": 1.5758137702941895, "learning_rate": 9.989068136093873e-05, "loss": 1.2012, "step": 14 }, { "epoch": 0.0205761316872428, "grad_norm": 1.180163860321045, "learning_rate": 9.98292246503335e-05, "loss": 1.1123, "step": 15 }, { "epoch": 0.02194787379972565, "grad_norm": 1.1840097904205322, "learning_rate": 9.975414512725057e-05, "loss": 1.0274, "step": 16 }, { "epoch": 0.023319615912208505, "grad_norm": 1.1171801090240479, "learning_rate": 9.966546331768191e-05, "loss": 1.1094, "step": 17 }, { "epoch": 0.024691358024691357, "grad_norm": 1.2143296003341675, "learning_rate": 9.956320346634876e-05, "loss": 1.0646, "step": 18 }, { "epoch": 0.02606310013717421, "grad_norm": 1.1554465293884277, "learning_rate": 9.944739353007344e-05, "loss": 1.1274, "step": 19 }, { "epoch": 0.027434842249657063, "grad_norm": 0.978050947189331, "learning_rate": 9.931806517013612e-05, "loss": 0.8353, "step": 20 }, { "epoch": 0.02880658436213992, "grad_norm": 1.0037025213241577, "learning_rate": 9.917525374361912e-05, "loss": 0.9977, "step": 21 }, { "epoch": 0.03017832647462277, "grad_norm": 1.0239306688308716, "learning_rate": 9.901899829374047e-05, "loss": 0.945, "step": 22 }, { "epoch": 0.03155006858710562, "grad_norm": 1.0410940647125244, "learning_rate": 9.884934153917997e-05, "loss": 0.8752, "step": 23 }, { "epoch": 0.03292181069958848, "grad_norm": 1.0184775590896606, "learning_rate": 9.86663298624003e-05, "loss": 0.8255, "step": 24 }, { "epoch": 0.03429355281207133, "grad_norm": 0.9275608658790588, "learning_rate": 9.847001329696653e-05, "loss": 0.9649, "step": 25 }, { "epoch": 0.03566529492455418, "grad_norm": 0.884083092212677, "learning_rate": 9.826044551386744e-05, "loss": 0.8024, "step": 26 }, { "epoch": 0.037037037037037035, "grad_norm": 1.0138894319534302, "learning_rate": 9.803768380684242e-05, "loss": 0.879, "step": 27 }, { "epoch": 0.038408779149519894, "grad_norm": 1.2958335876464844, "learning_rate": 9.780178907671789e-05, "loss": 0.845, "step": 28 }, { "epoch": 0.039780521262002745, "grad_norm": 0.8304831981658936, "learning_rate": 9.755282581475769e-05, "loss": 0.8288, "step": 29 }, { "epoch": 0.0411522633744856, "grad_norm": 0.850218653678894, "learning_rate": 9.729086208503174e-05, "loss": 0.9146, "step": 30 }, { "epoch": 0.04252400548696845, "grad_norm": 1.0305699110031128, "learning_rate": 9.701596950580806e-05, "loss": 0.8331, "step": 31 }, { "epoch": 0.0438957475994513, "grad_norm": 0.8513186573982239, "learning_rate": 9.672822322997305e-05, "loss": 0.7539, "step": 32 }, { "epoch": 0.04526748971193416, "grad_norm": 0.9753694534301758, "learning_rate": 9.642770192448536e-05, "loss": 0.8104, "step": 33 }, { "epoch": 0.04663923182441701, "grad_norm": 0.9042930603027344, "learning_rate": 9.611448774886924e-05, "loss": 0.8383, "step": 34 }, { "epoch": 0.04801097393689986, "grad_norm": 1.0121922492980957, "learning_rate": 9.578866633275288e-05, "loss": 0.9992, "step": 35 }, { "epoch": 0.04938271604938271, "grad_norm": 0.9063836932182312, "learning_rate": 9.545032675245813e-05, "loss": 0.8403, "step": 36 }, { "epoch": 0.05075445816186557, "grad_norm": 0.7969421148300171, "learning_rate": 9.509956150664796e-05, "loss": 0.8814, "step": 37 }, { "epoch": 0.05212620027434842, "grad_norm": 0.8667128086090088, "learning_rate": 9.473646649103818e-05, "loss": 0.8195, "step": 38 }, { "epoch": 0.053497942386831275, "grad_norm": 0.7646212577819824, "learning_rate": 9.43611409721806e-05, "loss": 0.731, "step": 39 }, { "epoch": 0.05486968449931413, "grad_norm": 0.8752400875091553, "learning_rate": 9.397368756032445e-05, "loss": 0.792, "step": 40 }, { "epoch": 0.056241426611796985, "grad_norm": 0.7880658507347107, "learning_rate": 9.357421218136386e-05, "loss": 0.8621, "step": 41 }, { "epoch": 0.05761316872427984, "grad_norm": 0.7580417990684509, "learning_rate": 9.316282404787871e-05, "loss": 0.7901, "step": 42 }, { "epoch": 0.05898491083676269, "grad_norm": 0.8328334093093872, "learning_rate": 9.273963562927695e-05, "loss": 0.876, "step": 43 }, { "epoch": 0.06035665294924554, "grad_norm": 0.7832382321357727, "learning_rate": 9.230476262104677e-05, "loss": 0.7966, "step": 44 }, { "epoch": 0.06172839506172839, "grad_norm": 0.9131791591644287, "learning_rate": 9.185832391312644e-05, "loss": 0.8224, "step": 45 }, { "epoch": 0.06310013717421124, "grad_norm": 0.853861927986145, "learning_rate": 9.140044155740101e-05, "loss": 0.8777, "step": 46 }, { "epoch": 0.0644718792866941, "grad_norm": 0.8206557631492615, "learning_rate": 9.093124073433463e-05, "loss": 0.7516, "step": 47 }, { "epoch": 0.06584362139917696, "grad_norm": 0.8616703748703003, "learning_rate": 9.045084971874738e-05, "loss": 0.7658, "step": 48 }, { "epoch": 0.06721536351165981, "grad_norm": 0.7976633310317993, "learning_rate": 8.995939984474624e-05, "loss": 0.7094, "step": 49 }, { "epoch": 0.06858710562414266, "grad_norm": 0.9627761244773865, "learning_rate": 8.945702546981969e-05, "loss": 0.7091, "step": 50 }, { "epoch": 0.06858710562414266, "eval_loss": 0.7677202820777893, "eval_runtime": 104.2498, "eval_samples_per_second": 11.779, "eval_steps_per_second": 2.945, "step": 50 }, { "epoch": 0.06995884773662552, "grad_norm": 0.8886013627052307, "learning_rate": 8.894386393810563e-05, "loss": 1.0666, "step": 51 }, { "epoch": 0.07133058984910837, "grad_norm": 0.9581699967384338, "learning_rate": 8.842005554284296e-05, "loss": 1.0, "step": 52 }, { "epoch": 0.07270233196159122, "grad_norm": 0.7953754663467407, "learning_rate": 8.788574348801675e-05, "loss": 1.0147, "step": 53 }, { "epoch": 0.07407407407407407, "grad_norm": 0.7907536029815674, "learning_rate": 8.73410738492077e-05, "loss": 0.8676, "step": 54 }, { "epoch": 0.07544581618655692, "grad_norm": 0.7577344179153442, "learning_rate": 8.678619553365659e-05, "loss": 0.9509, "step": 55 }, { "epoch": 0.07681755829903979, "grad_norm": 0.980762779712677, "learning_rate": 8.622126023955446e-05, "loss": 0.8895, "step": 56 }, { "epoch": 0.07818930041152264, "grad_norm": 0.8946378827095032, "learning_rate": 8.564642241456986e-05, "loss": 0.867, "step": 57 }, { "epoch": 0.07956104252400549, "grad_norm": 0.9008687734603882, "learning_rate": 8.506183921362443e-05, "loss": 0.8059, "step": 58 }, { "epoch": 0.08093278463648834, "grad_norm": 0.8883490562438965, "learning_rate": 8.44676704559283e-05, "loss": 0.7215, "step": 59 }, { "epoch": 0.0823045267489712, "grad_norm": 0.8660940527915955, "learning_rate": 8.386407858128706e-05, "loss": 0.705, "step": 60 }, { "epoch": 0.08367626886145405, "grad_norm": 0.8446040153503418, "learning_rate": 8.32512286056924e-05, "loss": 0.8148, "step": 61 }, { "epoch": 0.0850480109739369, "grad_norm": 0.7114365696907043, "learning_rate": 8.262928807620843e-05, "loss": 0.7353, "step": 62 }, { "epoch": 0.08641975308641975, "grad_norm": 0.6913666725158691, "learning_rate": 8.199842702516583e-05, "loss": 0.7051, "step": 63 }, { "epoch": 0.0877914951989026, "grad_norm": 0.7440309524536133, "learning_rate": 8.135881792367686e-05, "loss": 0.6897, "step": 64 }, { "epoch": 0.08916323731138547, "grad_norm": 0.6593201756477356, "learning_rate": 8.07106356344834e-05, "loss": 0.7488, "step": 65 }, { "epoch": 0.09053497942386832, "grad_norm": 0.8882130980491638, "learning_rate": 8.005405736415126e-05, "loss": 0.7327, "step": 66 }, { "epoch": 0.09190672153635117, "grad_norm": 0.7141872644424438, "learning_rate": 7.938926261462366e-05, "loss": 0.763, "step": 67 }, { "epoch": 0.09327846364883402, "grad_norm": 0.7310812473297119, "learning_rate": 7.871643313414718e-05, "loss": 0.6181, "step": 68 }, { "epoch": 0.09465020576131687, "grad_norm": 0.6965682506561279, "learning_rate": 7.803575286758364e-05, "loss": 0.736, "step": 69 }, { "epoch": 0.09602194787379972, "grad_norm": 0.6382268071174622, "learning_rate": 7.734740790612136e-05, "loss": 0.666, "step": 70 }, { "epoch": 0.09739368998628258, "grad_norm": 0.738567054271698, "learning_rate": 7.66515864363997e-05, "loss": 0.7502, "step": 71 }, { "epoch": 0.09876543209876543, "grad_norm": 0.7237371802330017, "learning_rate": 7.594847868906076e-05, "loss": 0.7352, "step": 72 }, { "epoch": 0.10013717421124829, "grad_norm": 0.6134920716285706, "learning_rate": 7.52382768867422e-05, "loss": 0.699, "step": 73 }, { "epoch": 0.10150891632373114, "grad_norm": 0.6023762822151184, "learning_rate": 7.452117519152542e-05, "loss": 0.5733, "step": 74 }, { "epoch": 0.102880658436214, "grad_norm": 0.7722994685173035, "learning_rate": 7.379736965185368e-05, "loss": 0.712, "step": 75 }, { "epoch": 0.10425240054869685, "grad_norm": 0.6359792351722717, "learning_rate": 7.30670581489344e-05, "loss": 0.6032, "step": 76 }, { "epoch": 0.1056241426611797, "grad_norm": 1.0157991647720337, "learning_rate": 7.233044034264034e-05, "loss": 0.6771, "step": 77 }, { "epoch": 0.10699588477366255, "grad_norm": 0.7552648186683655, "learning_rate": 7.158771761692464e-05, "loss": 0.8228, "step": 78 }, { "epoch": 0.1083676268861454, "grad_norm": 0.6754823923110962, "learning_rate": 7.083909302476453e-05, "loss": 0.7058, "step": 79 }, { "epoch": 0.10973936899862825, "grad_norm": 0.7087421417236328, "learning_rate": 7.008477123264848e-05, "loss": 0.7568, "step": 80 }, { "epoch": 0.1111111111111111, "grad_norm": 0.907531201839447, "learning_rate": 6.932495846462261e-05, "loss": 0.7217, "step": 81 }, { "epoch": 0.11248285322359397, "grad_norm": 0.6867223381996155, "learning_rate": 6.855986244591104e-05, "loss": 0.6275, "step": 82 }, { "epoch": 0.11385459533607682, "grad_norm": 0.6423940658569336, "learning_rate": 6.778969234612584e-05, "loss": 0.5992, "step": 83 }, { "epoch": 0.11522633744855967, "grad_norm": 0.7836233973503113, "learning_rate": 6.701465872208216e-05, "loss": 0.7563, "step": 84 }, { "epoch": 0.11659807956104253, "grad_norm": 0.7429043054580688, "learning_rate": 6.623497346023418e-05, "loss": 0.7826, "step": 85 }, { "epoch": 0.11796982167352538, "grad_norm": 0.7121160626411438, "learning_rate": 6.545084971874738e-05, "loss": 0.6765, "step": 86 }, { "epoch": 0.11934156378600823, "grad_norm": 0.6519823670387268, "learning_rate": 6.466250186922325e-05, "loss": 0.6412, "step": 87 }, { "epoch": 0.12071330589849108, "grad_norm": 0.7616689801216125, "learning_rate": 6.387014543809223e-05, "loss": 0.6675, "step": 88 }, { "epoch": 0.12208504801097393, "grad_norm": 0.7042734026908875, "learning_rate": 6.307399704769099e-05, "loss": 0.6333, "step": 89 }, { "epoch": 0.12345679012345678, "grad_norm": 0.7615177035331726, "learning_rate": 6.227427435703997e-05, "loss": 0.6755, "step": 90 }, { "epoch": 0.12482853223593965, "grad_norm": 0.6770451068878174, "learning_rate": 6.147119600233758e-05, "loss": 0.6777, "step": 91 }, { "epoch": 0.1262002743484225, "grad_norm": 0.7251375913619995, "learning_rate": 6.066498153718735e-05, "loss": 0.7271, "step": 92 }, { "epoch": 0.12757201646090535, "grad_norm": 0.762030839920044, "learning_rate": 5.985585137257401e-05, "loss": 0.7694, "step": 93 }, { "epoch": 0.1289437585733882, "grad_norm": 0.7940636873245239, "learning_rate": 5.90440267166055e-05, "loss": 0.67, "step": 94 }, { "epoch": 0.13031550068587106, "grad_norm": 0.7140344381332397, "learning_rate": 5.8229729514036705e-05, "loss": 0.7463, "step": 95 }, { "epoch": 0.13168724279835392, "grad_norm": 0.8514577150344849, "learning_rate": 5.74131823855921e-05, "loss": 0.7389, "step": 96 }, { "epoch": 0.13305898491083676, "grad_norm": 0.8461818099021912, "learning_rate": 5.6594608567103456e-05, "loss": 0.7734, "step": 97 }, { "epoch": 0.13443072702331962, "grad_norm": 0.6528753042221069, "learning_rate": 5.577423184847932e-05, "loss": 0.5591, "step": 98 }, { "epoch": 0.13580246913580246, "grad_norm": 0.829468846321106, "learning_rate": 5.495227651252315e-05, "loss": 0.693, "step": 99 }, { "epoch": 0.13717421124828533, "grad_norm": 0.6663625240325928, "learning_rate": 5.4128967273616625e-05, "loss": 0.5723, "step": 100 }, { "epoch": 0.13717421124828533, "eval_loss": 0.672206699848175, "eval_runtime": 104.206, "eval_samples_per_second": 11.784, "eval_steps_per_second": 2.946, "step": 100 } ], "logging_steps": 1, "max_steps": 200, "num_input_tokens_seen": 0, "num_train_epochs": 1, "save_steps": 50, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 5, "early_stopping_threshold": 0.0 }, "attributes": { "early_stopping_patience_counter": 0 } }, "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 1.5733112530639258e+17, "train_batch_size": 8, "trial_name": null, "trial_params": null }