{ "best_metric": 0.5659072399139404, "best_model_checkpoint": "miner_id_24/checkpoint-100", "epoch": 0.1502065339842283, "eval_steps": 50, "global_step": 100, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0015020653398422831, "grad_norm": 0.48013806343078613, "learning_rate": 1e-05, "loss": 1.1844, "step": 1 }, { "epoch": 0.0015020653398422831, "eval_loss": 1.4352283477783203, "eval_runtime": 33.3798, "eval_samples_per_second": 33.613, "eval_steps_per_second": 8.418, "step": 1 }, { "epoch": 0.0030041306796845663, "grad_norm": 0.42095404863357544, "learning_rate": 2e-05, "loss": 1.2759, "step": 2 }, { "epoch": 0.004506196019526849, "grad_norm": 0.40659624338150024, "learning_rate": 3e-05, "loss": 1.3025, "step": 3 }, { "epoch": 0.0060082613593691325, "grad_norm": 0.41802921891212463, "learning_rate": 4e-05, "loss": 1.3053, "step": 4 }, { "epoch": 0.007510326699211416, "grad_norm": 0.4731360673904419, "learning_rate": 5e-05, "loss": 1.305, "step": 5 }, { "epoch": 0.009012392039053699, "grad_norm": 0.4001414179801941, "learning_rate": 6e-05, "loss": 1.301, "step": 6 }, { "epoch": 0.010514457378895982, "grad_norm": 0.3494016230106354, "learning_rate": 7e-05, "loss": 1.2796, "step": 7 }, { "epoch": 0.012016522718738265, "grad_norm": 0.25853636860847473, "learning_rate": 8e-05, "loss": 1.2454, "step": 8 }, { "epoch": 0.013518588058580548, "grad_norm": 0.36195915937423706, "learning_rate": 9e-05, "loss": 1.2594, "step": 9 }, { "epoch": 0.015020653398422831, "grad_norm": 0.41546186804771423, "learning_rate": 0.0001, "loss": 1.2273, "step": 10 }, { "epoch": 0.016522718738265114, "grad_norm": 0.38150355219841003, "learning_rate": 9.999316524962345e-05, "loss": 1.1949, "step": 11 }, { "epoch": 0.018024784078107398, "grad_norm": 0.3044074773788452, "learning_rate": 9.997266286704631e-05, "loss": 1.1619, "step": 12 }, { "epoch": 0.01952684941794968, "grad_norm": 0.23984934389591217, "learning_rate": 9.993849845741524e-05, "loss": 1.1339, "step": 13 }, { "epoch": 0.021028914757791964, "grad_norm": 0.24785546958446503, "learning_rate": 9.989068136093873e-05, "loss": 1.0967, "step": 14 }, { "epoch": 0.022530980097634247, "grad_norm": 0.25208961963653564, "learning_rate": 9.98292246503335e-05, "loss": 1.074, "step": 15 }, { "epoch": 0.02403304543747653, "grad_norm": 0.26858824491500854, "learning_rate": 9.975414512725057e-05, "loss": 1.0323, "step": 16 }, { "epoch": 0.025535110777318813, "grad_norm": 0.2699333131313324, "learning_rate": 9.966546331768191e-05, "loss": 1.0193, "step": 17 }, { "epoch": 0.027037176117161096, "grad_norm": 0.29868969321250916, "learning_rate": 9.956320346634876e-05, "loss": 0.9937, "step": 18 }, { "epoch": 0.02853924145700338, "grad_norm": 0.2335326373577118, "learning_rate": 9.944739353007344e-05, "loss": 0.9666, "step": 19 }, { "epoch": 0.030041306796845663, "grad_norm": 0.25925031304359436, "learning_rate": 9.931806517013612e-05, "loss": 0.9465, "step": 20 }, { "epoch": 0.031543372136687946, "grad_norm": 0.3260612189769745, "learning_rate": 9.917525374361912e-05, "loss": 0.9378, "step": 21 }, { "epoch": 0.03304543747653023, "grad_norm": 0.2550596594810486, "learning_rate": 9.901899829374047e-05, "loss": 0.9038, "step": 22 }, { "epoch": 0.03454750281637251, "grad_norm": 0.28878340125083923, "learning_rate": 9.884934153917997e-05, "loss": 0.8962, "step": 23 }, { "epoch": 0.036049568156214795, "grad_norm": 0.27984026074409485, "learning_rate": 9.86663298624003e-05, "loss": 0.8538, "step": 24 }, { "epoch": 0.03755163349605708, "grad_norm": 0.2650708556175232, "learning_rate": 9.847001329696653e-05, "loss": 0.8394, "step": 25 }, { "epoch": 0.03905369883589936, "grad_norm": 0.24351182579994202, "learning_rate": 9.826044551386744e-05, "loss": 0.8104, "step": 26 }, { "epoch": 0.040555764175741645, "grad_norm": 0.3326224088668823, "learning_rate": 9.803768380684242e-05, "loss": 0.794, "step": 27 }, { "epoch": 0.04205782951558393, "grad_norm": 0.298579603433609, "learning_rate": 9.780178907671789e-05, "loss": 0.7783, "step": 28 }, { "epoch": 0.04355989485542621, "grad_norm": 0.2561696469783783, "learning_rate": 9.755282581475769e-05, "loss": 0.7657, "step": 29 }, { "epoch": 0.045061960195268494, "grad_norm": 0.2900291383266449, "learning_rate": 9.729086208503174e-05, "loss": 0.7382, "step": 30 }, { "epoch": 0.04656402553511078, "grad_norm": 0.2575244605541229, "learning_rate": 9.701596950580806e-05, "loss": 0.723, "step": 31 }, { "epoch": 0.04806609087495306, "grad_norm": 0.34842997789382935, "learning_rate": 9.672822322997305e-05, "loss": 0.7148, "step": 32 }, { "epoch": 0.04956815621479534, "grad_norm": 0.2418001890182495, "learning_rate": 9.642770192448536e-05, "loss": 0.6728, "step": 33 }, { "epoch": 0.051070221554637626, "grad_norm": 0.37016379833221436, "learning_rate": 9.611448774886924e-05, "loss": 0.6626, "step": 34 }, { "epoch": 0.05257228689447991, "grad_norm": 0.3161463439464569, "learning_rate": 9.578866633275288e-05, "loss": 0.6567, "step": 35 }, { "epoch": 0.05407435223432219, "grad_norm": 0.4346078038215637, "learning_rate": 9.545032675245813e-05, "loss": 0.6694, "step": 36 }, { "epoch": 0.055576417574164476, "grad_norm": 0.435017853975296, "learning_rate": 9.509956150664796e-05, "loss": 0.6299, "step": 37 }, { "epoch": 0.05707848291400676, "grad_norm": 0.3490477204322815, "learning_rate": 9.473646649103818e-05, "loss": 0.6261, "step": 38 }, { "epoch": 0.05858054825384904, "grad_norm": 0.5194304585456848, "learning_rate": 9.43611409721806e-05, "loss": 0.5896, "step": 39 }, { "epoch": 0.060082613593691325, "grad_norm": 0.2708154618740082, "learning_rate": 9.397368756032445e-05, "loss": 0.6089, "step": 40 }, { "epoch": 0.06158467893353361, "grad_norm": 0.4544765055179596, "learning_rate": 9.357421218136386e-05, "loss": 0.5747, "step": 41 }, { "epoch": 0.06308674427337589, "grad_norm": 0.3197058439254761, "learning_rate": 9.316282404787871e-05, "loss": 0.5633, "step": 42 }, { "epoch": 0.06458880961321818, "grad_norm": 0.49233025312423706, "learning_rate": 9.273963562927695e-05, "loss": 0.5625, "step": 43 }, { "epoch": 0.06609087495306046, "grad_norm": 0.31287699937820435, "learning_rate": 9.230476262104677e-05, "loss": 0.5604, "step": 44 }, { "epoch": 0.06759294029290275, "grad_norm": 0.4544554054737091, "learning_rate": 9.185832391312644e-05, "loss": 0.5784, "step": 45 }, { "epoch": 0.06909500563274502, "grad_norm": 0.4347470998764038, "learning_rate": 9.140044155740101e-05, "loss": 0.5394, "step": 46 }, { "epoch": 0.07059707097258731, "grad_norm": 0.4225442707538605, "learning_rate": 9.093124073433463e-05, "loss": 0.55, "step": 47 }, { "epoch": 0.07209913631242959, "grad_norm": 0.4641411602497101, "learning_rate": 9.045084971874738e-05, "loss": 0.5168, "step": 48 }, { "epoch": 0.07360120165227188, "grad_norm": 0.5490090847015381, "learning_rate": 8.995939984474624e-05, "loss": 0.545, "step": 49 }, { "epoch": 0.07510326699211416, "grad_norm": 0.5186936855316162, "learning_rate": 8.945702546981969e-05, "loss": 0.4797, "step": 50 }, { "epoch": 0.07510326699211416, "eval_loss": 0.9435171484947205, "eval_runtime": 33.2926, "eval_samples_per_second": 33.701, "eval_steps_per_second": 8.44, "step": 50 }, { "epoch": 0.07660533233195645, "grad_norm": 5.346027851104736, "learning_rate": 8.894386393810563e-05, "loss": 1.3858, "step": 51 }, { "epoch": 0.07810739767179872, "grad_norm": 4.529382228851318, "learning_rate": 8.842005554284296e-05, "loss": 1.1019, "step": 52 }, { "epoch": 0.07960946301164101, "grad_norm": 2.0946102142333984, "learning_rate": 8.788574348801675e-05, "loss": 0.7455, "step": 53 }, { "epoch": 0.08111152835148329, "grad_norm": 0.4784291386604309, "learning_rate": 8.73410738492077e-05, "loss": 0.6575, "step": 54 }, { "epoch": 0.08261359369132558, "grad_norm": 0.43049320578575134, "learning_rate": 8.678619553365659e-05, "loss": 0.6418, "step": 55 }, { "epoch": 0.08411565903116786, "grad_norm": 0.3956131637096405, "learning_rate": 8.622126023955446e-05, "loss": 0.6338, "step": 56 }, { "epoch": 0.08561772437101015, "grad_norm": 0.3648943603038788, "learning_rate": 8.564642241456986e-05, "loss": 0.6281, "step": 57 }, { "epoch": 0.08711978971085242, "grad_norm": 0.265221506357193, "learning_rate": 8.506183921362443e-05, "loss": 0.6154, "step": 58 }, { "epoch": 0.08862185505069471, "grad_norm": 0.3286784887313843, "learning_rate": 8.44676704559283e-05, "loss": 0.6275, "step": 59 }, { "epoch": 0.09012392039053699, "grad_norm": 0.36223769187927246, "learning_rate": 8.386407858128706e-05, "loss": 0.6223, "step": 60 }, { "epoch": 0.09162598573037928, "grad_norm": 0.2875317931175232, "learning_rate": 8.32512286056924e-05, "loss": 0.614, "step": 61 }, { "epoch": 0.09312805107022155, "grad_norm": 0.24351203441619873, "learning_rate": 8.262928807620843e-05, "loss": 0.5952, "step": 62 }, { "epoch": 0.09463011641006384, "grad_norm": 0.2812121510505676, "learning_rate": 8.199842702516583e-05, "loss": 0.6036, "step": 63 }, { "epoch": 0.09613218174990612, "grad_norm": 0.2832166850566864, "learning_rate": 8.135881792367686e-05, "loss": 0.5976, "step": 64 }, { "epoch": 0.09763424708974841, "grad_norm": 0.2672559916973114, "learning_rate": 8.07106356344834e-05, "loss": 0.5743, "step": 65 }, { "epoch": 0.09913631242959069, "grad_norm": 0.25090304017066956, "learning_rate": 8.005405736415126e-05, "loss": 0.5795, "step": 66 }, { "epoch": 0.10063837776943298, "grad_norm": 0.3040817677974701, "learning_rate": 7.938926261462366e-05, "loss": 0.5613, "step": 67 }, { "epoch": 0.10214044310927525, "grad_norm": 0.23814338445663452, "learning_rate": 7.871643313414718e-05, "loss": 0.5521, "step": 68 }, { "epoch": 0.10364250844911754, "grad_norm": 0.2542641758918762, "learning_rate": 7.803575286758364e-05, "loss": 0.5535, "step": 69 }, { "epoch": 0.10514457378895982, "grad_norm": 0.2717762887477875, "learning_rate": 7.734740790612136e-05, "loss": 0.5361, "step": 70 }, { "epoch": 0.10664663912880211, "grad_norm": 0.2743045389652252, "learning_rate": 7.66515864363997e-05, "loss": 0.5338, "step": 71 }, { "epoch": 0.10814870446864439, "grad_norm": 0.22834768891334534, "learning_rate": 7.594847868906076e-05, "loss": 0.5238, "step": 72 }, { "epoch": 0.10965076980848668, "grad_norm": 0.3098483085632324, "learning_rate": 7.52382768867422e-05, "loss": 0.5278, "step": 73 }, { "epoch": 0.11115283514832895, "grad_norm": 0.2830328941345215, "learning_rate": 7.452117519152542e-05, "loss": 0.5089, "step": 74 }, { "epoch": 0.11265490048817124, "grad_norm": 0.2570495009422302, "learning_rate": 7.379736965185368e-05, "loss": 0.4981, "step": 75 }, { "epoch": 0.11415696582801352, "grad_norm": 0.27931836247444153, "learning_rate": 7.30670581489344e-05, "loss": 0.4863, "step": 76 }, { "epoch": 0.11565903116785581, "grad_norm": 0.2561793625354767, "learning_rate": 7.233044034264034e-05, "loss": 0.4959, "step": 77 }, { "epoch": 0.11716109650769808, "grad_norm": 0.29976847767829895, "learning_rate": 7.158771761692464e-05, "loss": 0.4882, "step": 78 }, { "epoch": 0.11866316184754037, "grad_norm": 0.27593934535980225, "learning_rate": 7.083909302476453e-05, "loss": 0.4959, "step": 79 }, { "epoch": 0.12016522718738265, "grad_norm": 0.2488517165184021, "learning_rate": 7.008477123264848e-05, "loss": 0.4699, "step": 80 }, { "epoch": 0.12166729252722494, "grad_norm": 0.19852301478385925, "learning_rate": 6.932495846462261e-05, "loss": 0.4576, "step": 81 }, { "epoch": 0.12316935786706722, "grad_norm": 0.2308630794286728, "learning_rate": 6.855986244591104e-05, "loss": 0.4519, "step": 82 }, { "epoch": 0.1246714232069095, "grad_norm": 0.28317439556121826, "learning_rate": 6.778969234612584e-05, "loss": 0.4773, "step": 83 }, { "epoch": 0.12617348854675178, "grad_norm": 0.280638188123703, "learning_rate": 6.701465872208216e-05, "loss": 0.4727, "step": 84 }, { "epoch": 0.12767555388659407, "grad_norm": 0.29901838302612305, "learning_rate": 6.623497346023418e-05, "loss": 0.463, "step": 85 }, { "epoch": 0.12917761922643636, "grad_norm": 0.32130149006843567, "learning_rate": 6.545084971874738e-05, "loss": 0.4546, "step": 86 }, { "epoch": 0.13067968456627863, "grad_norm": 0.24742907285690308, "learning_rate": 6.466250186922325e-05, "loss": 0.4519, "step": 87 }, { "epoch": 0.13218174990612092, "grad_norm": 0.2867355942726135, "learning_rate": 6.387014543809223e-05, "loss": 0.4445, "step": 88 }, { "epoch": 0.1336838152459632, "grad_norm": 0.27279844880104065, "learning_rate": 6.307399704769099e-05, "loss": 0.4328, "step": 89 }, { "epoch": 0.1351858805858055, "grad_norm": 0.25699475407600403, "learning_rate": 6.227427435703997e-05, "loss": 0.4397, "step": 90 }, { "epoch": 0.13668794592564776, "grad_norm": 0.2791455090045929, "learning_rate": 6.147119600233758e-05, "loss": 0.4523, "step": 91 }, { "epoch": 0.13819001126549005, "grad_norm": 0.3582814335823059, "learning_rate": 6.066498153718735e-05, "loss": 0.4553, "step": 92 }, { "epoch": 0.13969207660533234, "grad_norm": 0.28347545862197876, "learning_rate": 5.985585137257401e-05, "loss": 0.4314, "step": 93 }, { "epoch": 0.14119414194517463, "grad_norm": 0.2645236551761627, "learning_rate": 5.90440267166055e-05, "loss": 0.4493, "step": 94 }, { "epoch": 0.1426962072850169, "grad_norm": 0.308789998292923, "learning_rate": 5.8229729514036705e-05, "loss": 0.4487, "step": 95 }, { "epoch": 0.14419827262485918, "grad_norm": 0.27754440903663635, "learning_rate": 5.74131823855921e-05, "loss": 0.4236, "step": 96 }, { "epoch": 0.14570033796470147, "grad_norm": 0.29128730297088623, "learning_rate": 5.6594608567103456e-05, "loss": 0.4523, "step": 97 }, { "epoch": 0.14720240330454376, "grad_norm": 0.4283706247806549, "learning_rate": 5.577423184847932e-05, "loss": 0.4624, "step": 98 }, { "epoch": 0.14870446864438602, "grad_norm": 0.3860466480255127, "learning_rate": 5.495227651252315e-05, "loss": 0.4384, "step": 99 }, { "epoch": 0.1502065339842283, "grad_norm": 0.4692773222923279, "learning_rate": 5.4128967273616625e-05, "loss": 0.4551, "step": 100 }, { "epoch": 0.1502065339842283, "eval_loss": 0.5659072399139404, "eval_runtime": 33.2992, "eval_samples_per_second": 33.694, "eval_steps_per_second": 8.439, "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": 3.3173127051608064e+16, "train_batch_size": 8, "trial_name": null, "trial_params": null }