{ "best_metric": 1.5862289667129517, "best_model_checkpoint": "miner_id_24/checkpoint-100", "epoch": 0.14245014245014245, "eval_steps": 50, "global_step": 100, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0014245014245014246, "grad_norm": 1.0964112281799316, "learning_rate": 1e-05, "loss": 1.0342, "step": 1 }, { "epoch": 0.0014245014245014246, "eval_loss": 3.0569612979888916, "eval_runtime": 52.6999, "eval_samples_per_second": 22.429, "eval_steps_per_second": 5.617, "step": 1 }, { "epoch": 0.002849002849002849, "grad_norm": 1.2476991415023804, "learning_rate": 2e-05, "loss": 1.23, "step": 2 }, { "epoch": 0.004273504273504274, "grad_norm": 1.2541226148605347, "learning_rate": 3e-05, "loss": 1.1837, "step": 3 }, { "epoch": 0.005698005698005698, "grad_norm": 1.0129095315933228, "learning_rate": 4e-05, "loss": 1.1769, "step": 4 }, { "epoch": 0.007122507122507123, "grad_norm": 0.8270882368087769, "learning_rate": 5e-05, "loss": 1.1487, "step": 5 }, { "epoch": 0.008547008547008548, "grad_norm": 0.8069018721580505, "learning_rate": 6e-05, "loss": 1.164, "step": 6 }, { "epoch": 0.009971509971509971, "grad_norm": 0.9533993601799011, "learning_rate": 7e-05, "loss": 1.1895, "step": 7 }, { "epoch": 0.011396011396011397, "grad_norm": 0.9060405492782593, "learning_rate": 8e-05, "loss": 1.1757, "step": 8 }, { "epoch": 0.01282051282051282, "grad_norm": 0.8857163190841675, "learning_rate": 9e-05, "loss": 1.182, "step": 9 }, { "epoch": 0.014245014245014245, "grad_norm": 0.9038103818893433, "learning_rate": 0.0001, "loss": 1.0661, "step": 10 }, { "epoch": 0.01566951566951567, "grad_norm": 0.9238746166229248, "learning_rate": 9.999316524962345e-05, "loss": 1.1095, "step": 11 }, { "epoch": 0.017094017094017096, "grad_norm": 0.8789653778076172, "learning_rate": 9.997266286704631e-05, "loss": 1.1214, "step": 12 }, { "epoch": 0.018518518518518517, "grad_norm": 0.9021486639976501, "learning_rate": 9.993849845741524e-05, "loss": 1.0588, "step": 13 }, { "epoch": 0.019943019943019943, "grad_norm": 0.8770723938941956, "learning_rate": 9.989068136093873e-05, "loss": 1.1249, "step": 14 }, { "epoch": 0.021367521367521368, "grad_norm": 0.8616719245910645, "learning_rate": 9.98292246503335e-05, "loss": 1.1279, "step": 15 }, { "epoch": 0.022792022792022793, "grad_norm": 0.8764058947563171, "learning_rate": 9.975414512725057e-05, "loss": 1.0848, "step": 16 }, { "epoch": 0.024216524216524215, "grad_norm": 0.9556768536567688, "learning_rate": 9.966546331768191e-05, "loss": 1.1552, "step": 17 }, { "epoch": 0.02564102564102564, "grad_norm": 1.0189157724380493, "learning_rate": 9.956320346634876e-05, "loss": 1.2092, "step": 18 }, { "epoch": 0.027065527065527065, "grad_norm": 0.9661674499511719, "learning_rate": 9.944739353007344e-05, "loss": 1.0818, "step": 19 }, { "epoch": 0.02849002849002849, "grad_norm": 1.045841932296753, "learning_rate": 9.931806517013612e-05, "loss": 1.1308, "step": 20 }, { "epoch": 0.029914529914529916, "grad_norm": 1.1435943841934204, "learning_rate": 9.917525374361912e-05, "loss": 1.1825, "step": 21 }, { "epoch": 0.03133903133903134, "grad_norm": 1.1487054824829102, "learning_rate": 9.901899829374047e-05, "loss": 1.1784, "step": 22 }, { "epoch": 0.03276353276353276, "grad_norm": 1.2055588960647583, "learning_rate": 9.884934153917997e-05, "loss": 1.1226, "step": 23 }, { "epoch": 0.03418803418803419, "grad_norm": 1.2802751064300537, "learning_rate": 9.86663298624003e-05, "loss": 1.1568, "step": 24 }, { "epoch": 0.03561253561253561, "grad_norm": 1.4110389947891235, "learning_rate": 9.847001329696653e-05, "loss": 1.055, "step": 25 }, { "epoch": 0.037037037037037035, "grad_norm": 1.9700711965560913, "learning_rate": 9.826044551386744e-05, "loss": 1.2116, "step": 26 }, { "epoch": 0.038461538461538464, "grad_norm": 2.64133620262146, "learning_rate": 9.803768380684242e-05, "loss": 1.2991, "step": 27 }, { "epoch": 0.039886039886039885, "grad_norm": 2.6047780513763428, "learning_rate": 9.780178907671789e-05, "loss": 1.2222, "step": 28 }, { "epoch": 0.04131054131054131, "grad_norm": 3.3303184509277344, "learning_rate": 9.755282581475769e-05, "loss": 1.472, "step": 29 }, { "epoch": 0.042735042735042736, "grad_norm": 3.784749746322632, "learning_rate": 9.729086208503174e-05, "loss": 1.5193, "step": 30 }, { "epoch": 0.04415954415954416, "grad_norm": 3.1593785285949707, "learning_rate": 9.701596950580806e-05, "loss": 1.2667, "step": 31 }, { "epoch": 0.045584045584045586, "grad_norm": 3.354853630065918, "learning_rate": 9.672822322997305e-05, "loss": 1.3128, "step": 32 }, { "epoch": 0.04700854700854701, "grad_norm": 3.2841928005218506, "learning_rate": 9.642770192448536e-05, "loss": 1.4638, "step": 33 }, { "epoch": 0.04843304843304843, "grad_norm": 2.2572824954986572, "learning_rate": 9.611448774886924e-05, "loss": 1.0007, "step": 34 }, { "epoch": 0.04985754985754986, "grad_norm": 2.9840335845947266, "learning_rate": 9.578866633275288e-05, "loss": 1.4514, "step": 35 }, { "epoch": 0.05128205128205128, "grad_norm": 2.9793078899383545, "learning_rate": 9.545032675245813e-05, "loss": 1.1547, "step": 36 }, { "epoch": 0.05270655270655271, "grad_norm": 3.512005567550659, "learning_rate": 9.509956150664796e-05, "loss": 2.1132, "step": 37 }, { "epoch": 0.05413105413105413, "grad_norm": 3.440730333328247, "learning_rate": 9.473646649103818e-05, "loss": 2.0643, "step": 38 }, { "epoch": 0.05555555555555555, "grad_norm": 4.317581653594971, "learning_rate": 9.43611409721806e-05, "loss": 2.4451, "step": 39 }, { "epoch": 0.05698005698005698, "grad_norm": 4.4717864990234375, "learning_rate": 9.397368756032445e-05, "loss": 2.1562, "step": 40 }, { "epoch": 0.0584045584045584, "grad_norm": 3.6913952827453613, "learning_rate": 9.357421218136386e-05, "loss": 2.0853, "step": 41 }, { "epoch": 0.05982905982905983, "grad_norm": 4.9976067543029785, "learning_rate": 9.316282404787871e-05, "loss": 1.937, "step": 42 }, { "epoch": 0.06125356125356125, "grad_norm": 5.239327430725098, "learning_rate": 9.273963562927695e-05, "loss": 2.2824, "step": 43 }, { "epoch": 0.06267806267806268, "grad_norm": 5.314414024353027, "learning_rate": 9.230476262104677e-05, "loss": 2.6655, "step": 44 }, { "epoch": 0.0641025641025641, "grad_norm": 4.768639087677002, "learning_rate": 9.185832391312644e-05, "loss": 1.6526, "step": 45 }, { "epoch": 0.06552706552706553, "grad_norm": 4.657253265380859, "learning_rate": 9.140044155740101e-05, "loss": 1.9453, "step": 46 }, { "epoch": 0.06695156695156695, "grad_norm": 5.566736698150635, "learning_rate": 9.093124073433463e-05, "loss": 2.1551, "step": 47 }, { "epoch": 0.06837606837606838, "grad_norm": 4.6059370040893555, "learning_rate": 9.045084971874738e-05, "loss": 1.9702, "step": 48 }, { "epoch": 0.0698005698005698, "grad_norm": 5.48839807510376, "learning_rate": 8.995939984474624e-05, "loss": 2.4132, "step": 49 }, { "epoch": 0.07122507122507123, "grad_norm": 6.920680046081543, "learning_rate": 8.945702546981969e-05, "loss": 1.7052, "step": 50 }, { "epoch": 0.07122507122507123, "eval_loss": 1.6620087623596191, "eval_runtime": 52.8879, "eval_samples_per_second": 22.349, "eval_steps_per_second": 5.597, "step": 50 }, { "epoch": 0.07264957264957266, "grad_norm": 1.8428657054901123, "learning_rate": 8.894386393810563e-05, "loss": 1.2133, "step": 51 }, { "epoch": 0.07407407407407407, "grad_norm": 2.1231138706207275, "learning_rate": 8.842005554284296e-05, "loss": 1.4196, "step": 52 }, { "epoch": 0.0754985754985755, "grad_norm": 1.6163792610168457, "learning_rate": 8.788574348801675e-05, "loss": 1.3055, "step": 53 }, { "epoch": 0.07692307692307693, "grad_norm": 1.194074034690857, "learning_rate": 8.73410738492077e-05, "loss": 1.1933, "step": 54 }, { "epoch": 0.07834757834757834, "grad_norm": 1.0080146789550781, "learning_rate": 8.678619553365659e-05, "loss": 1.2088, "step": 55 }, { "epoch": 0.07977207977207977, "grad_norm": 0.73309326171875, "learning_rate": 8.622126023955446e-05, "loss": 1.1147, "step": 56 }, { "epoch": 0.0811965811965812, "grad_norm": 0.6256619095802307, "learning_rate": 8.564642241456986e-05, "loss": 1.0787, "step": 57 }, { "epoch": 0.08262108262108261, "grad_norm": 0.6739497184753418, "learning_rate": 8.506183921362443e-05, "loss": 1.1465, "step": 58 }, { "epoch": 0.08404558404558404, "grad_norm": 0.7923569083213806, "learning_rate": 8.44676704559283e-05, "loss": 1.182, "step": 59 }, { "epoch": 0.08547008547008547, "grad_norm": 0.8488563299179077, "learning_rate": 8.386407858128706e-05, "loss": 1.2106, "step": 60 }, { "epoch": 0.0868945868945869, "grad_norm": 0.8478406071662903, "learning_rate": 8.32512286056924e-05, "loss": 1.1505, "step": 61 }, { "epoch": 0.08831908831908832, "grad_norm": 0.8413639068603516, "learning_rate": 8.262928807620843e-05, "loss": 1.1692, "step": 62 }, { "epoch": 0.08974358974358974, "grad_norm": 0.7861711382865906, "learning_rate": 8.199842702516583e-05, "loss": 1.1316, "step": 63 }, { "epoch": 0.09116809116809117, "grad_norm": 0.7624171376228333, "learning_rate": 8.135881792367686e-05, "loss": 1.1516, "step": 64 }, { "epoch": 0.09259259259259259, "grad_norm": 0.7577725648880005, "learning_rate": 8.07106356344834e-05, "loss": 1.115, "step": 65 }, { "epoch": 0.09401709401709402, "grad_norm": 0.7820805311203003, "learning_rate": 8.005405736415126e-05, "loss": 1.0262, "step": 66 }, { "epoch": 0.09544159544159544, "grad_norm": 0.8114756345748901, "learning_rate": 7.938926261462366e-05, "loss": 1.0623, "step": 67 }, { "epoch": 0.09686609686609686, "grad_norm": 0.8904410004615784, "learning_rate": 7.871643313414718e-05, "loss": 1.0902, "step": 68 }, { "epoch": 0.09829059829059829, "grad_norm": 0.9297963976860046, "learning_rate": 7.803575286758364e-05, "loss": 1.1, "step": 69 }, { "epoch": 0.09971509971509972, "grad_norm": 1.0232235193252563, "learning_rate": 7.734740790612136e-05, "loss": 1.0924, "step": 70 }, { "epoch": 0.10113960113960115, "grad_norm": 1.0157926082611084, "learning_rate": 7.66515864363997e-05, "loss": 1.0979, "step": 71 }, { "epoch": 0.10256410256410256, "grad_norm": 1.0584907531738281, "learning_rate": 7.594847868906076e-05, "loss": 1.0371, "step": 72 }, { "epoch": 0.10398860398860399, "grad_norm": 1.143020749092102, "learning_rate": 7.52382768867422e-05, "loss": 1.026, "step": 73 }, { "epoch": 0.10541310541310542, "grad_norm": 1.184112548828125, "learning_rate": 7.452117519152542e-05, "loss": 0.9999, "step": 74 }, { "epoch": 0.10683760683760683, "grad_norm": 1.411512851715088, "learning_rate": 7.379736965185368e-05, "loss": 1.1171, "step": 75 }, { "epoch": 0.10826210826210826, "grad_norm": 1.5346912145614624, "learning_rate": 7.30670581489344e-05, "loss": 1.0003, "step": 76 }, { "epoch": 0.10968660968660969, "grad_norm": 2.24712872505188, "learning_rate": 7.233044034264034e-05, "loss": 1.2975, "step": 77 }, { "epoch": 0.1111111111111111, "grad_norm": 2.241441011428833, "learning_rate": 7.158771761692464e-05, "loss": 1.0772, "step": 78 }, { "epoch": 0.11253561253561253, "grad_norm": 3.3355181217193604, "learning_rate": 7.083909302476453e-05, "loss": 1.3215, "step": 79 }, { "epoch": 0.11396011396011396, "grad_norm": 2.3127119541168213, "learning_rate": 7.008477123264848e-05, "loss": 1.0156, "step": 80 }, { "epoch": 0.11538461538461539, "grad_norm": 2.2935128211975098, "learning_rate": 6.932495846462261e-05, "loss": 0.9638, "step": 81 }, { "epoch": 0.1168091168091168, "grad_norm": 2.777211904525757, "learning_rate": 6.855986244591104e-05, "loss": 1.1279, "step": 82 }, { "epoch": 0.11823361823361823, "grad_norm": 2.671398639678955, "learning_rate": 6.778969234612584e-05, "loss": 1.2885, "step": 83 }, { "epoch": 0.11965811965811966, "grad_norm": 3.616776943206787, "learning_rate": 6.701465872208216e-05, "loss": 1.5908, "step": 84 }, { "epoch": 0.12108262108262108, "grad_norm": 2.932478427886963, "learning_rate": 6.623497346023418e-05, "loss": 1.3571, "step": 85 }, { "epoch": 0.1225071225071225, "grad_norm": 2.3018410205841064, "learning_rate": 6.545084971874738e-05, "loss": 1.0595, "step": 86 }, { "epoch": 0.12393162393162394, "grad_norm": 2.408008337020874, "learning_rate": 6.466250186922325e-05, "loss": 1.5027, "step": 87 }, { "epoch": 0.12535612535612536, "grad_norm": 2.7625410556793213, "learning_rate": 6.387014543809223e-05, "loss": 1.7931, "step": 88 }, { "epoch": 0.1267806267806268, "grad_norm": 3.301805257797241, "learning_rate": 6.307399704769099e-05, "loss": 1.9967, "step": 89 }, { "epoch": 0.1282051282051282, "grad_norm": 3.297290563583374, "learning_rate": 6.227427435703997e-05, "loss": 2.0517, "step": 90 }, { "epoch": 0.12962962962962962, "grad_norm": 3.5428030490875244, "learning_rate": 6.147119600233758e-05, "loss": 2.2671, "step": 91 }, { "epoch": 0.13105413105413105, "grad_norm": 3.5359692573547363, "learning_rate": 6.066498153718735e-05, "loss": 2.1285, "step": 92 }, { "epoch": 0.13247863247863248, "grad_norm": 3.873988151550293, "learning_rate": 5.985585137257401e-05, "loss": 2.1496, "step": 93 }, { "epoch": 0.1339031339031339, "grad_norm": 4.848047733306885, "learning_rate": 5.90440267166055e-05, "loss": 2.4119, "step": 94 }, { "epoch": 0.13532763532763534, "grad_norm": 5.2075300216674805, "learning_rate": 5.8229729514036705e-05, "loss": 1.6581, "step": 95 }, { "epoch": 0.13675213675213677, "grad_norm": 4.486565113067627, "learning_rate": 5.74131823855921e-05, "loss": 1.3495, "step": 96 }, { "epoch": 0.13817663817663817, "grad_norm": 4.8237175941467285, "learning_rate": 5.6594608567103456e-05, "loss": 1.9713, "step": 97 }, { "epoch": 0.1396011396011396, "grad_norm": 5.597812175750732, "learning_rate": 5.577423184847932e-05, "loss": 2.4004, "step": 98 }, { "epoch": 0.14102564102564102, "grad_norm": 5.861245632171631, "learning_rate": 5.495227651252315e-05, "loss": 1.9003, "step": 99 }, { "epoch": 0.14245014245014245, "grad_norm": 7.58296012878418, "learning_rate": 5.4128967273616625e-05, "loss": 1.8815, "step": 100 }, { "epoch": 0.14245014245014245, "eval_loss": 1.5862289667129517, "eval_runtime": 52.8852, "eval_samples_per_second": 22.35, "eval_steps_per_second": 5.597, "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": 4.154039461321114e+16, "train_batch_size": 8, "trial_name": null, "trial_params": null }