{ "best_metric": 0.31678396463394165, "best_model_checkpoint": "miner_id_24/checkpoint-100", "epoch": 0.015429717636167259, "eval_steps": 50, "global_step": 100, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.00015429717636167257, "grad_norm": 12.706844329833984, "learning_rate": 1e-05, "loss": 4.608, "step": 1 }, { "epoch": 0.00015429717636167257, "eval_loss": 3.070103406906128, "eval_runtime": 1169.3669, "eval_samples_per_second": 9.335, "eval_steps_per_second": 2.334, "step": 1 }, { "epoch": 0.00030859435272334514, "grad_norm": 16.560190200805664, "learning_rate": 2e-05, "loss": 5.5859, "step": 2 }, { "epoch": 0.00046289152908501776, "grad_norm": 18.01679039001465, "learning_rate": 3e-05, "loss": 5.4102, "step": 3 }, { "epoch": 0.0006171887054466903, "grad_norm": 30.011011123657227, "learning_rate": 4e-05, "loss": 4.9208, "step": 4 }, { "epoch": 0.0007714858818083629, "grad_norm": 29.32415771484375, "learning_rate": 5e-05, "loss": 3.4069, "step": 5 }, { "epoch": 0.0009257830581700355, "grad_norm": 12.230011940002441, "learning_rate": 6e-05, "loss": 2.0698, "step": 6 }, { "epoch": 0.001080080234531708, "grad_norm": 13.992810249328613, "learning_rate": 7e-05, "loss": 2.0676, "step": 7 }, { "epoch": 0.0012343774108933806, "grad_norm": 11.746103286743164, "learning_rate": 8e-05, "loss": 2.0054, "step": 8 }, { "epoch": 0.0013886745872550533, "grad_norm": 5.419554233551025, "learning_rate": 9e-05, "loss": 1.8979, "step": 9 }, { "epoch": 0.0015429717636167258, "grad_norm": 5.806341171264648, "learning_rate": 0.0001, "loss": 1.9522, "step": 10 }, { "epoch": 0.0016972689399783983, "grad_norm": 7.385525226593018, "learning_rate": 9.999316524962345e-05, "loss": 1.589, "step": 11 }, { "epoch": 0.001851566116340071, "grad_norm": 5.675939083099365, "learning_rate": 9.997266286704631e-05, "loss": 1.7699, "step": 12 }, { "epoch": 0.0020058632927017436, "grad_norm": 4.296426773071289, "learning_rate": 9.993849845741524e-05, "loss": 1.5231, "step": 13 }, { "epoch": 0.002160160469063416, "grad_norm": 5.264349460601807, "learning_rate": 9.989068136093873e-05, "loss": 1.8276, "step": 14 }, { "epoch": 0.0023144576454250886, "grad_norm": 5.490671634674072, "learning_rate": 9.98292246503335e-05, "loss": 1.5318, "step": 15 }, { "epoch": 0.002468754821786761, "grad_norm": 4.8129563331604, "learning_rate": 9.975414512725057e-05, "loss": 1.5897, "step": 16 }, { "epoch": 0.002623051998148434, "grad_norm": 3.9995052814483643, "learning_rate": 9.966546331768191e-05, "loss": 1.6067, "step": 17 }, { "epoch": 0.0027773491745101066, "grad_norm": 4.961603164672852, "learning_rate": 9.956320346634876e-05, "loss": 1.9396, "step": 18 }, { "epoch": 0.002931646350871779, "grad_norm": 3.439866065979004, "learning_rate": 9.944739353007344e-05, "loss": 1.1821, "step": 19 }, { "epoch": 0.0030859435272334516, "grad_norm": 4.874931335449219, "learning_rate": 9.931806517013612e-05, "loss": 1.4247, "step": 20 }, { "epoch": 0.003240240703595124, "grad_norm": 3.7519924640655518, "learning_rate": 9.917525374361912e-05, "loss": 1.1099, "step": 21 }, { "epoch": 0.0033945378799567967, "grad_norm": 4.326531887054443, "learning_rate": 9.901899829374047e-05, "loss": 1.7054, "step": 22 }, { "epoch": 0.003548835056318469, "grad_norm": 4.211771011352539, "learning_rate": 9.884934153917997e-05, "loss": 1.281, "step": 23 }, { "epoch": 0.003703132232680142, "grad_norm": 4.3438568115234375, "learning_rate": 9.86663298624003e-05, "loss": 1.3471, "step": 24 }, { "epoch": 0.0038574294090418146, "grad_norm": 5.163262844085693, "learning_rate": 9.847001329696653e-05, "loss": 1.8818, "step": 25 }, { "epoch": 0.004011726585403487, "grad_norm": 7.394972324371338, "learning_rate": 9.826044551386744e-05, "loss": 1.3303, "step": 26 }, { "epoch": 0.00416602376176516, "grad_norm": 5.300237655639648, "learning_rate": 9.803768380684242e-05, "loss": 1.4994, "step": 27 }, { "epoch": 0.004320320938126832, "grad_norm": 4.644120216369629, "learning_rate": 9.780178907671789e-05, "loss": 1.686, "step": 28 }, { "epoch": 0.004474618114488505, "grad_norm": 5.880524158477783, "learning_rate": 9.755282581475769e-05, "loss": 1.9667, "step": 29 }, { "epoch": 0.004628915290850177, "grad_norm": 6.006555557250977, "learning_rate": 9.729086208503174e-05, "loss": 1.989, "step": 30 }, { "epoch": 0.00478321246721185, "grad_norm": 7.076709270477295, "learning_rate": 9.701596950580806e-05, "loss": 2.1825, "step": 31 }, { "epoch": 0.004937509643573522, "grad_norm": 6.064911842346191, "learning_rate": 9.672822322997305e-05, "loss": 1.9228, "step": 32 }, { "epoch": 0.005091806819935195, "grad_norm": 5.507473945617676, "learning_rate": 9.642770192448536e-05, "loss": 1.7599, "step": 33 }, { "epoch": 0.005246103996296868, "grad_norm": 5.350005626678467, "learning_rate": 9.611448774886924e-05, "loss": 2.1441, "step": 34 }, { "epoch": 0.00540040117265854, "grad_norm": 5.501663684844971, "learning_rate": 9.578866633275288e-05, "loss": 2.1429, "step": 35 }, { "epoch": 0.005554698349020213, "grad_norm": 5.796812534332275, "learning_rate": 9.545032675245813e-05, "loss": 1.9111, "step": 36 }, { "epoch": 0.005708995525381885, "grad_norm": 5.344413757324219, "learning_rate": 9.509956150664796e-05, "loss": 1.831, "step": 37 }, { "epoch": 0.005863292701743558, "grad_norm": 6.653753280639648, "learning_rate": 9.473646649103818e-05, "loss": 1.6803, "step": 38 }, { "epoch": 0.00601758987810523, "grad_norm": 4.20742130279541, "learning_rate": 9.43611409721806e-05, "loss": 1.5394, "step": 39 }, { "epoch": 0.006171887054466903, "grad_norm": 5.991011142730713, "learning_rate": 9.397368756032445e-05, "loss": 2.2672, "step": 40 }, { "epoch": 0.006326184230828576, "grad_norm": 4.891965389251709, "learning_rate": 9.357421218136386e-05, "loss": 1.8155, "step": 41 }, { "epoch": 0.006480481407190248, "grad_norm": 5.469320774078369, "learning_rate": 9.316282404787871e-05, "loss": 1.9008, "step": 42 }, { "epoch": 0.006634778583551921, "grad_norm": 7.096071243286133, "learning_rate": 9.273963562927695e-05, "loss": 2.3585, "step": 43 }, { "epoch": 0.006789075759913593, "grad_norm": 4.401372909545898, "learning_rate": 9.230476262104677e-05, "loss": 1.5414, "step": 44 }, { "epoch": 0.006943372936275266, "grad_norm": 6.570494174957275, "learning_rate": 9.185832391312644e-05, "loss": 1.7547, "step": 45 }, { "epoch": 0.007097670112636938, "grad_norm": 8.498213768005371, "learning_rate": 9.140044155740101e-05, "loss": 2.1191, "step": 46 }, { "epoch": 0.007251967288998611, "grad_norm": 5.842933177947998, "learning_rate": 9.093124073433463e-05, "loss": 1.9723, "step": 47 }, { "epoch": 0.007406264465360284, "grad_norm": 7.124216079711914, "learning_rate": 9.045084971874738e-05, "loss": 1.888, "step": 48 }, { "epoch": 0.007560561641721956, "grad_norm": 6.71003532409668, "learning_rate": 8.995939984474624e-05, "loss": 2.0109, "step": 49 }, { "epoch": 0.007714858818083629, "grad_norm": 6.386676788330078, "learning_rate": 8.945702546981969e-05, "loss": 1.615, "step": 50 }, { "epoch": 0.007714858818083629, "eval_loss": 0.3841496706008911, "eval_runtime": 1175.337, "eval_samples_per_second": 9.288, "eval_steps_per_second": 2.322, "step": 50 }, { "epoch": 0.007869155994445301, "grad_norm": 4.409550666809082, "learning_rate": 8.894386393810563e-05, "loss": 0.8821, "step": 51 }, { "epoch": 0.008023453170806974, "grad_norm": 2.9394142627716064, "learning_rate": 8.842005554284296e-05, "loss": 0.8637, "step": 52 }, { "epoch": 0.008177750347168647, "grad_norm": 2.488647937774658, "learning_rate": 8.788574348801675e-05, "loss": 0.9626, "step": 53 }, { "epoch": 0.00833204752353032, "grad_norm": 2.494393825531006, "learning_rate": 8.73410738492077e-05, "loss": 1.1078, "step": 54 }, { "epoch": 0.008486344699891991, "grad_norm": 2.6956214904785156, "learning_rate": 8.678619553365659e-05, "loss": 1.0952, "step": 55 }, { "epoch": 0.008640641876253664, "grad_norm": 3.117201328277588, "learning_rate": 8.622126023955446e-05, "loss": 1.0386, "step": 56 }, { "epoch": 0.008794939052615337, "grad_norm": 2.1398863792419434, "learning_rate": 8.564642241456986e-05, "loss": 0.9426, "step": 57 }, { "epoch": 0.00894923622897701, "grad_norm": 2.418407678604126, "learning_rate": 8.506183921362443e-05, "loss": 1.0638, "step": 58 }, { "epoch": 0.009103533405338681, "grad_norm": 2.813568353652954, "learning_rate": 8.44676704559283e-05, "loss": 1.1541, "step": 59 }, { "epoch": 0.009257830581700354, "grad_norm": 2.6573126316070557, "learning_rate": 8.386407858128706e-05, "loss": 1.1934, "step": 60 }, { "epoch": 0.009412127758062027, "grad_norm": 2.3146560192108154, "learning_rate": 8.32512286056924e-05, "loss": 0.9672, "step": 61 }, { "epoch": 0.0095664249344237, "grad_norm": 2.291538715362549, "learning_rate": 8.262928807620843e-05, "loss": 1.1188, "step": 62 }, { "epoch": 0.009720722110785373, "grad_norm": 2.7872464656829834, "learning_rate": 8.199842702516583e-05, "loss": 1.1053, "step": 63 }, { "epoch": 0.009875019287147044, "grad_norm": 2.609403610229492, "learning_rate": 8.135881792367686e-05, "loss": 0.9336, "step": 64 }, { "epoch": 0.010029316463508717, "grad_norm": 2.5787737369537354, "learning_rate": 8.07106356344834e-05, "loss": 1.0661, "step": 65 }, { "epoch": 0.01018361363987039, "grad_norm": 3.6095104217529297, "learning_rate": 8.005405736415126e-05, "loss": 1.3497, "step": 66 }, { "epoch": 0.010337910816232063, "grad_norm": 3.677929401397705, "learning_rate": 7.938926261462366e-05, "loss": 1.4522, "step": 67 }, { "epoch": 0.010492207992593736, "grad_norm": 2.962984561920166, "learning_rate": 7.871643313414718e-05, "loss": 1.2089, "step": 68 }, { "epoch": 0.010646505168955408, "grad_norm": 3.143599510192871, "learning_rate": 7.803575286758364e-05, "loss": 1.097, "step": 69 }, { "epoch": 0.01080080234531708, "grad_norm": 3.195793867111206, "learning_rate": 7.734740790612136e-05, "loss": 1.1503, "step": 70 }, { "epoch": 0.010955099521678753, "grad_norm": 2.6642329692840576, "learning_rate": 7.66515864363997e-05, "loss": 1.0405, "step": 71 }, { "epoch": 0.011109396698040426, "grad_norm": 4.560359954833984, "learning_rate": 7.594847868906076e-05, "loss": 1.5807, "step": 72 }, { "epoch": 0.0112636938744021, "grad_norm": 3.13012957572937, "learning_rate": 7.52382768867422e-05, "loss": 1.1245, "step": 73 }, { "epoch": 0.01141799105076377, "grad_norm": 3.594275951385498, "learning_rate": 7.452117519152542e-05, "loss": 1.2622, "step": 74 }, { "epoch": 0.011572288227125443, "grad_norm": 3.6462042331695557, "learning_rate": 7.379736965185368e-05, "loss": 1.4741, "step": 75 }, { "epoch": 0.011726585403487116, "grad_norm": 3.6718201637268066, "learning_rate": 7.30670581489344e-05, "loss": 1.1981, "step": 76 }, { "epoch": 0.01188088257984879, "grad_norm": 3.080090045928955, "learning_rate": 7.233044034264034e-05, "loss": 1.1866, "step": 77 }, { "epoch": 0.01203517975621046, "grad_norm": 3.771914482116699, "learning_rate": 7.158771761692464e-05, "loss": 1.3839, "step": 78 }, { "epoch": 0.012189476932572134, "grad_norm": 3.9206366539001465, "learning_rate": 7.083909302476453e-05, "loss": 1.4241, "step": 79 }, { "epoch": 0.012343774108933806, "grad_norm": 4.18848991394043, "learning_rate": 7.008477123264848e-05, "loss": 1.545, "step": 80 }, { "epoch": 0.01249807128529548, "grad_norm": 3.7853705883026123, "learning_rate": 6.932495846462261e-05, "loss": 1.084, "step": 81 }, { "epoch": 0.012652368461657152, "grad_norm": 3.4317362308502197, "learning_rate": 6.855986244591104e-05, "loss": 1.3917, "step": 82 }, { "epoch": 0.012806665638018824, "grad_norm": 4.1211066246032715, "learning_rate": 6.778969234612584e-05, "loss": 1.1474, "step": 83 }, { "epoch": 0.012960962814380497, "grad_norm": 3.795607089996338, "learning_rate": 6.701465872208216e-05, "loss": 1.5356, "step": 84 }, { "epoch": 0.01311525999074217, "grad_norm": 3.679100513458252, "learning_rate": 6.623497346023418e-05, "loss": 1.3502, "step": 85 }, { "epoch": 0.013269557167103842, "grad_norm": 3.6143267154693604, "learning_rate": 6.545084971874738e-05, "loss": 1.4, "step": 86 }, { "epoch": 0.013423854343465515, "grad_norm": 5.664407730102539, "learning_rate": 6.466250186922325e-05, "loss": 1.6533, "step": 87 }, { "epoch": 0.013578151519827187, "grad_norm": 3.5444133281707764, "learning_rate": 6.387014543809223e-05, "loss": 1.2159, "step": 88 }, { "epoch": 0.01373244869618886, "grad_norm": 6.730358600616455, "learning_rate": 6.307399704769099e-05, "loss": 1.918, "step": 89 }, { "epoch": 0.013886745872550533, "grad_norm": 5.462514877319336, "learning_rate": 6.227427435703997e-05, "loss": 1.8791, "step": 90 }, { "epoch": 0.014041043048912205, "grad_norm": 4.740200519561768, "learning_rate": 6.147119600233758e-05, "loss": 1.5691, "step": 91 }, { "epoch": 0.014195340225273877, "grad_norm": 6.033707141876221, "learning_rate": 6.066498153718735e-05, "loss": 1.8489, "step": 92 }, { "epoch": 0.01434963740163555, "grad_norm": 4.585402965545654, "learning_rate": 5.985585137257401e-05, "loss": 1.5508, "step": 93 }, { "epoch": 0.014503934577997223, "grad_norm": 4.964543342590332, "learning_rate": 5.90440267166055e-05, "loss": 1.7105, "step": 94 }, { "epoch": 0.014658231754358896, "grad_norm": 5.548606872558594, "learning_rate": 5.8229729514036705e-05, "loss": 1.5941, "step": 95 }, { "epoch": 0.014812528930720568, "grad_norm": 4.768906116485596, "learning_rate": 5.74131823855921e-05, "loss": 1.6796, "step": 96 }, { "epoch": 0.01496682610708224, "grad_norm": 6.521129608154297, "learning_rate": 5.6594608567103456e-05, "loss": 1.8663, "step": 97 }, { "epoch": 0.015121123283443913, "grad_norm": 5.308840751647949, "learning_rate": 5.577423184847932e-05, "loss": 1.6735, "step": 98 }, { "epoch": 0.015275420459805586, "grad_norm": 5.61121940612793, "learning_rate": 5.495227651252315e-05, "loss": 1.8388, "step": 99 }, { "epoch": 0.015429717636167259, "grad_norm": 7.996213436126709, "learning_rate": 5.4128967273616625e-05, "loss": 2.1712, "step": 100 }, { "epoch": 0.015429717636167259, "eval_loss": 0.31678396463394165, "eval_runtime": 1176.1875, "eval_samples_per_second": 9.281, "eval_steps_per_second": 2.32, "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": 2.32091006533632e+17, "train_batch_size": 8, "trial_name": null, "trial_params": null }