| { | |
| "best_metric": 0.5892420411109924, | |
| "best_model_checkpoint": "miner_id_24/checkpoint-50", | |
| "epoch": 0.000561553256306945, | |
| "eval_steps": 25, | |
| "global_step": 50, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.12310651261389e-05, | |
| "grad_norm": 0.4133361279964447, | |
| "learning_rate": 0.0001, | |
| "loss": 0.249, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 1.12310651261389e-05, | |
| "eval_loss": 0.8146378397941589, | |
| "eval_runtime": 13134.3165, | |
| "eval_samples_per_second": 2.854, | |
| "eval_steps_per_second": 1.427, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 2.24621302522778e-05, | |
| "grad_norm": 0.47328856587409973, | |
| "learning_rate": 0.0002, | |
| "loss": 0.3426, | |
| "step": 2 | |
| }, | |
| { | |
| "epoch": 3.36931953784167e-05, | |
| "grad_norm": 0.5796116590499878, | |
| "learning_rate": 0.00019978589232386035, | |
| "loss": 0.3981, | |
| "step": 3 | |
| }, | |
| { | |
| "epoch": 4.49242605045556e-05, | |
| "grad_norm": 0.6268879771232605, | |
| "learning_rate": 0.00019914448613738106, | |
| "loss": 0.6075, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 5.61553256306945e-05, | |
| "grad_norm": 0.47303611040115356, | |
| "learning_rate": 0.00019807852804032305, | |
| "loss": 0.4675, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 6.73863907568334e-05, | |
| "grad_norm": 0.5359629988670349, | |
| "learning_rate": 0.00019659258262890683, | |
| "loss": 0.6045, | |
| "step": 6 | |
| }, | |
| { | |
| "epoch": 7.86174558829723e-05, | |
| "grad_norm": 0.462693452835083, | |
| "learning_rate": 0.0001946930129495106, | |
| "loss": 0.2506, | |
| "step": 7 | |
| }, | |
| { | |
| "epoch": 8.98485210091112e-05, | |
| "grad_norm": 0.5416392087936401, | |
| "learning_rate": 0.0001923879532511287, | |
| "loss": 0.5026, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.0001010795861352501, | |
| "grad_norm": 0.6114709973335266, | |
| "learning_rate": 0.00018968727415326884, | |
| "loss": 0.3977, | |
| "step": 9 | |
| }, | |
| { | |
| "epoch": 0.000112310651261389, | |
| "grad_norm": 0.6693122386932373, | |
| "learning_rate": 0.00018660254037844388, | |
| "loss": 0.6551, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.0001235417163875279, | |
| "grad_norm": 0.5685533285140991, | |
| "learning_rate": 0.00018314696123025454, | |
| "loss": 0.3929, | |
| "step": 11 | |
| }, | |
| { | |
| "epoch": 0.0001347727815136668, | |
| "grad_norm": 0.6653563976287842, | |
| "learning_rate": 0.00017933533402912354, | |
| "loss": 0.3422, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 0.0001460038466398057, | |
| "grad_norm": 0.8029443621635437, | |
| "learning_rate": 0.00017518398074789775, | |
| "loss": 0.6446, | |
| "step": 13 | |
| }, | |
| { | |
| "epoch": 0.0001572349117659446, | |
| "grad_norm": 0.8001309037208557, | |
| "learning_rate": 0.00017071067811865476, | |
| "loss": 0.6897, | |
| "step": 14 | |
| }, | |
| { | |
| "epoch": 0.0001684659768920835, | |
| "grad_norm": 0.5024366974830627, | |
| "learning_rate": 0.00016593458151000688, | |
| "loss": 0.1967, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.0001796970420182224, | |
| "grad_norm": 0.6300889253616333, | |
| "learning_rate": 0.00016087614290087208, | |
| "loss": 0.6056, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 0.0001909281071443613, | |
| "grad_norm": 0.5821546316146851, | |
| "learning_rate": 0.00015555702330196023, | |
| "loss": 0.3552, | |
| "step": 17 | |
| }, | |
| { | |
| "epoch": 0.0002021591722705002, | |
| "grad_norm": 0.5437122583389282, | |
| "learning_rate": 0.00015000000000000001, | |
| "loss": 0.4312, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 0.0002133902373966391, | |
| "grad_norm": 0.5699002742767334, | |
| "learning_rate": 0.00014422886902190014, | |
| "loss": 0.5065, | |
| "step": 19 | |
| }, | |
| { | |
| "epoch": 0.000224621302522778, | |
| "grad_norm": 0.7202039361000061, | |
| "learning_rate": 0.000138268343236509, | |
| "loss": 0.4888, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.00023585236764891692, | |
| "grad_norm": 0.6731573343276978, | |
| "learning_rate": 0.00013214394653031616, | |
| "loss": 0.7045, | |
| "step": 21 | |
| }, | |
| { | |
| "epoch": 0.0002470834327750558, | |
| "grad_norm": 0.6215887069702148, | |
| "learning_rate": 0.00012588190451025207, | |
| "loss": 0.5809, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 0.0002583144979011947, | |
| "grad_norm": 0.8584797978401184, | |
| "learning_rate": 0.00011950903220161285, | |
| "loss": 0.6433, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 0.0002695455630273336, | |
| "grad_norm": 0.7280075550079346, | |
| "learning_rate": 0.00011305261922200519, | |
| "loss": 0.5682, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 0.0002807766281534725, | |
| "grad_norm": 0.6702390909194946, | |
| "learning_rate": 0.00010654031292301432, | |
| "loss": 0.6913, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.0002807766281534725, | |
| "eval_loss": 0.5954957604408264, | |
| "eval_runtime": 13213.5826, | |
| "eval_samples_per_second": 2.837, | |
| "eval_steps_per_second": 1.419, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.0002920076932796114, | |
| "grad_norm": 0.7325270771980286, | |
| "learning_rate": 0.0001, | |
| "loss": 0.7688, | |
| "step": 26 | |
| }, | |
| { | |
| "epoch": 0.0003032387584057503, | |
| "grad_norm": 0.7012045979499817, | |
| "learning_rate": 9.345968707698569e-05, | |
| "loss": 0.6944, | |
| "step": 27 | |
| }, | |
| { | |
| "epoch": 0.0003144698235318892, | |
| "grad_norm": 0.6815605163574219, | |
| "learning_rate": 8.694738077799488e-05, | |
| "loss": 0.6855, | |
| "step": 28 | |
| }, | |
| { | |
| "epoch": 0.0003257008886580281, | |
| "grad_norm": 0.7034103274345398, | |
| "learning_rate": 8.049096779838719e-05, | |
| "loss": 0.6411, | |
| "step": 29 | |
| }, | |
| { | |
| "epoch": 0.000336931953784167, | |
| "grad_norm": 0.7424677014350891, | |
| "learning_rate": 7.411809548974792e-05, | |
| "loss": 0.6832, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.0003481630189103059, | |
| "grad_norm": 0.7293113470077515, | |
| "learning_rate": 6.785605346968386e-05, | |
| "loss": 0.568, | |
| "step": 31 | |
| }, | |
| { | |
| "epoch": 0.0003593940840364448, | |
| "grad_norm": 0.8168377876281738, | |
| "learning_rate": 6.173165676349103e-05, | |
| "loss": 0.6995, | |
| "step": 32 | |
| }, | |
| { | |
| "epoch": 0.00037062514916258373, | |
| "grad_norm": 0.7216925024986267, | |
| "learning_rate": 5.577113097809989e-05, | |
| "loss": 0.705, | |
| "step": 33 | |
| }, | |
| { | |
| "epoch": 0.0003818562142887226, | |
| "grad_norm": 1.9464884996414185, | |
| "learning_rate": 5.000000000000002e-05, | |
| "loss": 0.6531, | |
| "step": 34 | |
| }, | |
| { | |
| "epoch": 0.0003930872794148615, | |
| "grad_norm": 0.8291040062904358, | |
| "learning_rate": 4.444297669803981e-05, | |
| "loss": 0.6667, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 0.0004043183445410004, | |
| "grad_norm": 0.8872710466384888, | |
| "learning_rate": 3.9123857099127936e-05, | |
| "loss": 0.5128, | |
| "step": 36 | |
| }, | |
| { | |
| "epoch": 0.0004155494096671393, | |
| "grad_norm": 0.967703640460968, | |
| "learning_rate": 3.406541848999312e-05, | |
| "loss": 0.7342, | |
| "step": 37 | |
| }, | |
| { | |
| "epoch": 0.0004267804747932782, | |
| "grad_norm": 0.8660141825675964, | |
| "learning_rate": 2.9289321881345254e-05, | |
| "loss": 0.5803, | |
| "step": 38 | |
| }, | |
| { | |
| "epoch": 0.0004380115399194171, | |
| "grad_norm": 1.001227855682373, | |
| "learning_rate": 2.4816019252102273e-05, | |
| "loss": 0.617, | |
| "step": 39 | |
| }, | |
| { | |
| "epoch": 0.000449242605045556, | |
| "grad_norm": 0.9558192491531372, | |
| "learning_rate": 2.0664665970876496e-05, | |
| "loss": 0.8064, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.0004604736701716949, | |
| "grad_norm": 1.4016711711883545, | |
| "learning_rate": 1.6853038769745467e-05, | |
| "loss": 1.0338, | |
| "step": 41 | |
| }, | |
| { | |
| "epoch": 0.00047170473529783383, | |
| "grad_norm": 0.9859164953231812, | |
| "learning_rate": 1.339745962155613e-05, | |
| "loss": 0.7711, | |
| "step": 42 | |
| }, | |
| { | |
| "epoch": 0.0004829358004239727, | |
| "grad_norm": 0.8740882873535156, | |
| "learning_rate": 1.0312725846731175e-05, | |
| "loss": 0.6106, | |
| "step": 43 | |
| }, | |
| { | |
| "epoch": 0.0004941668655501116, | |
| "grad_norm": 1.0575542449951172, | |
| "learning_rate": 7.612046748871327e-06, | |
| "loss": 0.6771, | |
| "step": 44 | |
| }, | |
| { | |
| "epoch": 0.0005053979306762505, | |
| "grad_norm": 1.3176660537719727, | |
| "learning_rate": 5.306987050489442e-06, | |
| "loss": 0.9257, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 0.0005166289958023894, | |
| "grad_norm": 0.936985433101654, | |
| "learning_rate": 3.40741737109318e-06, | |
| "loss": 0.6682, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 0.0005278600609285283, | |
| "grad_norm": 1.1479442119598389, | |
| "learning_rate": 1.921471959676957e-06, | |
| "loss": 0.7345, | |
| "step": 47 | |
| }, | |
| { | |
| "epoch": 0.0005390911260546673, | |
| "grad_norm": 1.1492356061935425, | |
| "learning_rate": 8.555138626189618e-07, | |
| "loss": 0.5426, | |
| "step": 48 | |
| }, | |
| { | |
| "epoch": 0.0005503221911808061, | |
| "grad_norm": 1.387621283531189, | |
| "learning_rate": 2.141076761396521e-07, | |
| "loss": 0.574, | |
| "step": 49 | |
| }, | |
| { | |
| "epoch": 0.000561553256306945, | |
| "grad_norm": 1.3614716529846191, | |
| "learning_rate": 0.0, | |
| "loss": 0.5347, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.000561553256306945, | |
| "eval_loss": 0.5892420411109924, | |
| "eval_runtime": 13214.8134, | |
| "eval_samples_per_second": 2.837, | |
| "eval_steps_per_second": 1.418, | |
| "step": 50 | |
| } | |
| ], | |
| "logging_steps": 1, | |
| "max_steps": 50, | |
| "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": 7.41887283560448e+16, | |
| "train_batch_size": 2, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |