{ "best_metric": 3.1820225715637207, "best_model_checkpoint": "miner_id_24/checkpoint-100", "epoch": 0.0014386263995137443, "eval_steps": 25, "global_step": 100, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.4386263995137443e-05, "grad_norm": 3.251556158065796, "learning_rate": 4e-05, "loss": 3.8038, "step": 1 }, { "epoch": 1.4386263995137443e-05, "eval_loss": 7.7365922927856445, "eval_runtime": 10029.5031, "eval_samples_per_second": 2.918, "eval_steps_per_second": 1.459, "step": 1 }, { "epoch": 2.8772527990274885e-05, "grad_norm": 5.66372013092041, "learning_rate": 8e-05, "loss": 6.4359, "step": 2 }, { "epoch": 4.3158791985412326e-05, "grad_norm": 7.8616108894348145, "learning_rate": 0.00012, "loss": 6.1656, "step": 3 }, { "epoch": 5.754505598054977e-05, "grad_norm": 5.461581707000732, "learning_rate": 0.00016, "loss": 5.6581, "step": 4 }, { "epoch": 7.193131997568721e-05, "grad_norm": 6.099221229553223, "learning_rate": 0.0002, "loss": 5.1573, "step": 5 }, { "epoch": 8.631758397082465e-05, "grad_norm": 7.90977144241333, "learning_rate": 0.00019994532573409262, "loss": 5.2319, "step": 6 }, { "epoch": 0.0001007038479659621, "grad_norm": 6.142984390258789, "learning_rate": 0.00019978136272187747, "loss": 4.4226, "step": 7 }, { "epoch": 0.00011509011196109954, "grad_norm": 7.399872779846191, "learning_rate": 0.00019950829025450114, "loss": 5.3465, "step": 8 }, { "epoch": 0.00012947637595623699, "grad_norm": 6.89127254486084, "learning_rate": 0.00019912640693269752, "loss": 4.0349, "step": 9 }, { "epoch": 0.00014386263995137442, "grad_norm": 7.014307022094727, "learning_rate": 0.00019863613034027224, "loss": 4.8762, "step": 10 }, { "epoch": 0.00015824890394651187, "grad_norm": 6.281440734863281, "learning_rate": 0.00019803799658748094, "loss": 3.8366, "step": 11 }, { "epoch": 0.0001726351679416493, "grad_norm": 6.824883460998535, "learning_rate": 0.0001973326597248006, "loss": 3.7482, "step": 12 }, { "epoch": 0.00018702143193678676, "grad_norm": 6.548895359039307, "learning_rate": 0.00019652089102773488, "loss": 3.7988, "step": 13 }, { "epoch": 0.0002014076959319242, "grad_norm": 8.689468383789062, "learning_rate": 0.00019560357815343577, "loss": 5.0917, "step": 14 }, { "epoch": 0.00021579395992706165, "grad_norm": 9.284707069396973, "learning_rate": 0.00019458172417006347, "loss": 4.096, "step": 15 }, { "epoch": 0.00023018022392219908, "grad_norm": 9.370043754577637, "learning_rate": 0.0001934564464599461, "loss": 4.165, "step": 16 }, { "epoch": 0.0002445664879173365, "grad_norm": 7.626341819763184, "learning_rate": 0.00019222897549773848, "loss": 3.4382, "step": 17 }, { "epoch": 0.00025895275191247397, "grad_norm": 7.837584018707275, "learning_rate": 0.00019090065350491626, "loss": 4.7504, "step": 18 }, { "epoch": 0.00027333901590761143, "grad_norm": 9.203110694885254, "learning_rate": 0.00018947293298207635, "loss": 3.8969, "step": 19 }, { "epoch": 0.00028772527990274883, "grad_norm": 6.96456241607666, "learning_rate": 0.0001879473751206489, "loss": 3.205, "step": 20 }, { "epoch": 0.0003021115438978863, "grad_norm": 7.325512886047363, "learning_rate": 0.00018632564809575742, "loss": 4.6357, "step": 21 }, { "epoch": 0.00031649780789302375, "grad_norm": 8.572059631347656, "learning_rate": 0.00018460952524209355, "loss": 3.5764, "step": 22 }, { "epoch": 0.0003308840718881612, "grad_norm": 10.509377479553223, "learning_rate": 0.00018280088311480201, "loss": 3.5955, "step": 23 }, { "epoch": 0.0003452703358832986, "grad_norm": 9.667518615722656, "learning_rate": 0.00018090169943749476, "loss": 3.3657, "step": 24 }, { "epoch": 0.00035965659987843607, "grad_norm": 10.283529281616211, "learning_rate": 0.00017891405093963938, "loss": 3.2434, "step": 25 }, { "epoch": 0.00035965659987843607, "eval_loss": 3.63478946685791, "eval_runtime": 10117.2577, "eval_samples_per_second": 2.893, "eval_steps_per_second": 1.446, "step": 25 }, { "epoch": 0.0003740428638735735, "grad_norm": 7.642445087432861, "learning_rate": 0.00017684011108568592, "loss": 3.6013, "step": 26 }, { "epoch": 0.00038842912786871093, "grad_norm": 6.486288547515869, "learning_rate": 0.0001746821476984154, "loss": 3.2864, "step": 27 }, { "epoch": 0.0004028153918638484, "grad_norm": 9.71819019317627, "learning_rate": 0.00017244252047910892, "loss": 3.5647, "step": 28 }, { "epoch": 0.00041720165585898585, "grad_norm": 10.292891502380371, "learning_rate": 0.00017012367842724887, "loss": 3.8624, "step": 29 }, { "epoch": 0.0004315879198541233, "grad_norm": 8.131758689880371, "learning_rate": 0.00016772815716257412, "loss": 2.9685, "step": 30 }, { "epoch": 0.0004459741838492607, "grad_norm": 8.162099838256836, "learning_rate": 0.00016525857615241687, "loss": 2.1483, "step": 31 }, { "epoch": 0.00046036044784439817, "grad_norm": 8.644756317138672, "learning_rate": 0.0001627176358473537, "loss": 3.4542, "step": 32 }, { "epoch": 0.0004747467118395356, "grad_norm": 10.966817855834961, "learning_rate": 0.00016010811472830252, "loss": 3.3133, "step": 33 }, { "epoch": 0.000489132975834673, "grad_norm": 13.345026969909668, "learning_rate": 0.00015743286626829437, "loss": 3.5618, "step": 34 }, { "epoch": 0.0005035192398298105, "grad_norm": 8.088078498840332, "learning_rate": 0.00015469481581224272, "loss": 3.0519, "step": 35 }, { "epoch": 0.0005179055038249479, "grad_norm": 9.461556434631348, "learning_rate": 0.00015189695737812152, "loss": 3.9405, "step": 36 }, { "epoch": 0.0005322917678200853, "grad_norm": 8.484424591064453, "learning_rate": 0.00014904235038305083, "loss": 3.0565, "step": 37 }, { "epoch": 0.0005466780318152229, "grad_norm": 11.633894920349121, "learning_rate": 0.0001461341162978688, "loss": 3.368, "step": 38 }, { "epoch": 0.0005610642958103603, "grad_norm": 9.127283096313477, "learning_rate": 0.00014317543523384928, "loss": 3.241, "step": 39 }, { "epoch": 0.0005754505598054977, "grad_norm": 10.992538452148438, "learning_rate": 0.00014016954246529696, "loss": 4.4219, "step": 40 }, { "epoch": 0.0005898368238006352, "grad_norm": 13.77578067779541, "learning_rate": 0.00013711972489182208, "loss": 3.6872, "step": 41 }, { "epoch": 0.0006042230877957726, "grad_norm": 8.236401557922363, "learning_rate": 0.00013402931744416433, "loss": 3.6752, "step": 42 }, { "epoch": 0.00061860935179091, "grad_norm": 6.068155288696289, "learning_rate": 0.00013090169943749476, "loss": 3.6444, "step": 43 }, { "epoch": 0.0006329956157860475, "grad_norm": 8.862524032592773, "learning_rate": 0.00012774029087618446, "loss": 2.5672, "step": 44 }, { "epoch": 0.0006473818797811849, "grad_norm": 8.178911209106445, "learning_rate": 0.00012454854871407994, "loss": 3.0123, "step": 45 }, { "epoch": 0.0006617681437763224, "grad_norm": 8.450122833251953, "learning_rate": 0.0001213299630743747, "loss": 3.3182, "step": 46 }, { "epoch": 0.0006761544077714598, "grad_norm": 8.23652458190918, "learning_rate": 0.000118088053433211, "loss": 3.7808, "step": 47 }, { "epoch": 0.0006905406717665972, "grad_norm": 7.568443775177002, "learning_rate": 0.0001148263647711842, "loss": 3.0745, "step": 48 }, { "epoch": 0.0007049269357617347, "grad_norm": 10.986652374267578, "learning_rate": 0.00011154846369695863, "loss": 3.2082, "step": 49 }, { "epoch": 0.0007193131997568721, "grad_norm": 13.982491493225098, "learning_rate": 0.00010825793454723325, "loss": 3.8151, "step": 50 }, { "epoch": 0.0007193131997568721, "eval_loss": 3.4786899089813232, "eval_runtime": 10121.4453, "eval_samples_per_second": 2.892, "eval_steps_per_second": 1.446, "step": 50 }, { "epoch": 0.0007336994637520095, "grad_norm": 8.999927520751953, "learning_rate": 0.00010495837546732224, "loss": 2.9427, "step": 51 }, { "epoch": 0.000748085727747147, "grad_norm": 12.779885292053223, "learning_rate": 0.00010165339447663587, "loss": 3.1953, "step": 52 }, { "epoch": 0.0007624719917422845, "grad_norm": 7.076213836669922, "learning_rate": 9.834660552336415e-05, "loss": 3.3286, "step": 53 }, { "epoch": 0.0007768582557374219, "grad_norm": 8.078849792480469, "learning_rate": 9.504162453267777e-05, "loss": 3.7154, "step": 54 }, { "epoch": 0.0007912445197325594, "grad_norm": 12.962296485900879, "learning_rate": 9.174206545276677e-05, "loss": 3.3829, "step": 55 }, { "epoch": 0.0008056307837276968, "grad_norm": 6.32912015914917, "learning_rate": 8.845153630304139e-05, "loss": 2.8261, "step": 56 }, { "epoch": 0.0008200170477228343, "grad_norm": 6.619338035583496, "learning_rate": 8.517363522881579e-05, "loss": 3.0182, "step": 57 }, { "epoch": 0.0008344033117179717, "grad_norm": 6.766091346740723, "learning_rate": 8.191194656678904e-05, "loss": 3.5953, "step": 58 }, { "epoch": 0.0008487895757131091, "grad_norm": 5.642858505249023, "learning_rate": 7.867003692562534e-05, "loss": 2.6085, "step": 59 }, { "epoch": 0.0008631758397082466, "grad_norm": 5.088937759399414, "learning_rate": 7.54514512859201e-05, "loss": 3.0031, "step": 60 }, { "epoch": 0.000877562103703384, "grad_norm": 6.179854869842529, "learning_rate": 7.225970912381556e-05, "loss": 3.0115, "step": 61 }, { "epoch": 0.0008919483676985214, "grad_norm": 6.379157543182373, "learning_rate": 6.909830056250527e-05, "loss": 2.9728, "step": 62 }, { "epoch": 0.0009063346316936589, "grad_norm": 6.963946342468262, "learning_rate": 6.59706825558357e-05, "loss": 3.1727, "step": 63 }, { "epoch": 0.0009207208956887963, "grad_norm": 5.228279113769531, "learning_rate": 6.28802751081779e-05, "loss": 3.2701, "step": 64 }, { "epoch": 0.0009351071596839337, "grad_norm": 6.0718488693237305, "learning_rate": 5.983045753470308e-05, "loss": 3.1534, "step": 65 }, { "epoch": 0.0009494934236790712, "grad_norm": 5.688898086547852, "learning_rate": 5.6824564766150726e-05, "loss": 3.2423, "step": 66 }, { "epoch": 0.0009638796876742087, "grad_norm": 6.626285076141357, "learning_rate": 5.386588370213124e-05, "loss": 2.8435, "step": 67 }, { "epoch": 0.000978265951669346, "grad_norm": 5.733967304229736, "learning_rate": 5.095764961694922e-05, "loss": 3.2189, "step": 68 }, { "epoch": 0.0009926522156644836, "grad_norm": 8.272422790527344, "learning_rate": 4.810304262187852e-05, "loss": 4.0563, "step": 69 }, { "epoch": 0.001007038479659621, "grad_norm": 5.926618576049805, "learning_rate": 4.530518418775733e-05, "loss": 3.0186, "step": 70 }, { "epoch": 0.0010214247436547584, "grad_norm": 5.379611015319824, "learning_rate": 4.256713373170564e-05, "loss": 3.0911, "step": 71 }, { "epoch": 0.0010358110076498959, "grad_norm": 6.168915748596191, "learning_rate": 3.9891885271697496e-05, "loss": 2.9903, "step": 72 }, { "epoch": 0.0010501972716450334, "grad_norm": 8.017834663391113, "learning_rate": 3.7282364152646297e-05, "loss": 3.4968, "step": 73 }, { "epoch": 0.0010645835356401707, "grad_norm": 6.804283142089844, "learning_rate": 3.4741423847583134e-05, "loss": 3.0869, "step": 74 }, { "epoch": 0.0010789697996353082, "grad_norm": 5.8104658126831055, "learning_rate": 3.227184283742591e-05, "loss": 3.1871, "step": 75 }, { "epoch": 0.0010789697996353082, "eval_loss": 3.277400493621826, "eval_runtime": 10118.7756, "eval_samples_per_second": 2.892, "eval_steps_per_second": 1.446, "step": 75 }, { "epoch": 0.0010933560636304457, "grad_norm": 5.396302223205566, "learning_rate": 2.9876321572751144e-05, "loss": 2.4818, "step": 76 }, { "epoch": 0.001107742327625583, "grad_norm": 4.9067301750183105, "learning_rate": 2.7557479520891104e-05, "loss": 2.6765, "step": 77 }, { "epoch": 0.0011221285916207205, "grad_norm": 5.162796497344971, "learning_rate": 2.5317852301584643e-05, "loss": 2.6254, "step": 78 }, { "epoch": 0.001136514855615858, "grad_norm": 5.922882556915283, "learning_rate": 2.315988891431412e-05, "loss": 3.3523, "step": 79 }, { "epoch": 0.0011509011196109953, "grad_norm": 5.30287504196167, "learning_rate": 2.1085949060360654e-05, "loss": 3.2716, "step": 80 }, { "epoch": 0.0011652873836061328, "grad_norm": 5.643162250518799, "learning_rate": 1.9098300562505266e-05, "loss": 2.5917, "step": 81 }, { "epoch": 0.0011796736476012704, "grad_norm": 9.638242721557617, "learning_rate": 1.7199116885197995e-05, "loss": 3.8924, "step": 82 }, { "epoch": 0.0011940599115964077, "grad_norm": 7.516237735748291, "learning_rate": 1.5390474757906446e-05, "loss": 3.5587, "step": 83 }, { "epoch": 0.0012084461755915452, "grad_norm": 7.148532867431641, "learning_rate": 1.3674351904242611e-05, "loss": 2.6055, "step": 84 }, { "epoch": 0.0012228324395866827, "grad_norm": 6.535606384277344, "learning_rate": 1.2052624879351104e-05, "loss": 2.5346, "step": 85 }, { "epoch": 0.00123721870358182, "grad_norm": 7.571803569793701, "learning_rate": 1.0527067017923654e-05, "loss": 2.7083, "step": 86 }, { "epoch": 0.0012516049675769575, "grad_norm": 7.3511881828308105, "learning_rate": 9.09934649508375e-06, "loss": 3.5115, "step": 87 }, { "epoch": 0.001265991231572095, "grad_norm": 6.102956771850586, "learning_rate": 7.771024502261526e-06, "loss": 3.0957, "step": 88 }, { "epoch": 0.0012803774955672325, "grad_norm": 7.065240859985352, "learning_rate": 6.543553540053926e-06, "loss": 2.9476, "step": 89 }, { "epoch": 0.0012947637595623698, "grad_norm": 10.024836540222168, "learning_rate": 5.418275829936537e-06, "loss": 4.0562, "step": 90 }, { "epoch": 0.0013091500235575073, "grad_norm": 6.252835750579834, "learning_rate": 4.3964218465642355e-06, "loss": 3.0513, "step": 91 }, { "epoch": 0.0013235362875526448, "grad_norm": 8.234208106994629, "learning_rate": 3.4791089722651436e-06, "loss": 3.3823, "step": 92 }, { "epoch": 0.0013379225515477821, "grad_norm": 8.580864906311035, "learning_rate": 2.667340275199426e-06, "loss": 3.2553, "step": 93 }, { "epoch": 0.0013523088155429196, "grad_norm": 9.852059364318848, "learning_rate": 1.9620034125190644e-06, "loss": 4.1037, "step": 94 }, { "epoch": 0.0013666950795380571, "grad_norm": 15.760644912719727, "learning_rate": 1.3638696597277679e-06, "loss": 2.7196, "step": 95 }, { "epoch": 0.0013810813435331944, "grad_norm": 8.547517776489258, "learning_rate": 8.735930673024806e-07, "loss": 3.8778, "step": 96 }, { "epoch": 0.001395467607528332, "grad_norm": 9.558707237243652, "learning_rate": 4.917097454988584e-07, "loss": 3.362, "step": 97 }, { "epoch": 0.0014098538715234695, "grad_norm": 6.9549455642700195, "learning_rate": 2.1863727812254653e-07, "loss": 2.8635, "step": 98 }, { "epoch": 0.0014242401355186068, "grad_norm": 11.047368049621582, "learning_rate": 5.467426590739511e-08, "loss": 3.9017, "step": 99 }, { "epoch": 0.0014386263995137443, "grad_norm": 10.734683990478516, "learning_rate": 0.0, "loss": 3.2839, "step": 100 }, { "epoch": 0.0014386263995137443, "eval_loss": 3.1820225715637207, "eval_runtime": 10123.1923, "eval_samples_per_second": 2.891, "eval_steps_per_second": 1.446, "step": 100 } ], "logging_steps": 1, "max_steps": 100, "num_input_tokens_seen": 0, "num_train_epochs": 1, "save_steps": 25, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 1, "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": true }, "attributes": {} } }, "total_flos": 1.403578937769984e+17, "train_batch_size": 2, "trial_name": null, "trial_params": null }