| { | |
| "best_metric": 0.26949256658554077, | |
| "best_model_checkpoint": "miner_id_24/checkpoint-25", | |
| "epoch": 3.031578947368421, | |
| "eval_steps": 25, | |
| "global_step": 36, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.08421052631578947, | |
| "grad_norm": 5.284335136413574, | |
| "learning_rate": 5e-05, | |
| "loss": 6.1391, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.08421052631578947, | |
| "eval_loss": 6.062305450439453, | |
| "eval_runtime": 4.7467, | |
| "eval_samples_per_second": 16.854, | |
| "eval_steps_per_second": 2.107, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.16842105263157894, | |
| "grad_norm": 10.67638111114502, | |
| "learning_rate": 0.0001, | |
| "loss": 6.2114, | |
| "step": 2 | |
| }, | |
| { | |
| "epoch": 0.25263157894736843, | |
| "grad_norm": 10.675355911254883, | |
| "learning_rate": 9.978670881475172e-05, | |
| "loss": 4.4485, | |
| "step": 3 | |
| }, | |
| { | |
| "epoch": 0.3368421052631579, | |
| "grad_norm": 4.717409133911133, | |
| "learning_rate": 9.91486549841951e-05, | |
| "loss": 5.8646, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 0.42105263157894735, | |
| "grad_norm": 6.8357834815979, | |
| "learning_rate": 9.809128215864097e-05, | |
| "loss": 2.4496, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.5052631578947369, | |
| "grad_norm": 4.734500885009766, | |
| "learning_rate": 9.662361147021779e-05, | |
| "loss": 3.132, | |
| "step": 6 | |
| }, | |
| { | |
| "epoch": 0.5894736842105263, | |
| "grad_norm": 4.709146976470947, | |
| "learning_rate": 9.475816456775313e-05, | |
| "loss": 5.0928, | |
| "step": 7 | |
| }, | |
| { | |
| "epoch": 0.6736842105263158, | |
| "grad_norm": 3.474050998687744, | |
| "learning_rate": 9.251085678648072e-05, | |
| "loss": 0.9609, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.7578947368421053, | |
| "grad_norm": 2.854706048965454, | |
| "learning_rate": 8.9900861364012e-05, | |
| "loss": 2.7636, | |
| "step": 9 | |
| }, | |
| { | |
| "epoch": 0.8421052631578947, | |
| "grad_norm": 2.623455286026001, | |
| "learning_rate": 8.695044586103296e-05, | |
| "loss": 2.3552, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.9263157894736842, | |
| "grad_norm": 1.2726651430130005, | |
| "learning_rate": 8.368478218232787e-05, | |
| "loss": 0.2886, | |
| "step": 11 | |
| }, | |
| { | |
| "epoch": 1.0105263157894737, | |
| "grad_norm": 2.1983087062835693, | |
| "learning_rate": 8.013173181896283e-05, | |
| "loss": 1.4454, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 1.0947368421052632, | |
| "grad_norm": 3.3619978427886963, | |
| "learning_rate": 7.63216081438678e-05, | |
| "loss": 2.0503, | |
| "step": 13 | |
| }, | |
| { | |
| "epoch": 1.1789473684210527, | |
| "grad_norm": 1.3169318437576294, | |
| "learning_rate": 7.228691778882693e-05, | |
| "loss": 0.4234, | |
| "step": 14 | |
| }, | |
| { | |
| "epoch": 1.263157894736842, | |
| "grad_norm": 1.9388500452041626, | |
| "learning_rate": 6.806208330935766e-05, | |
| "loss": 0.435, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 1.3473684210526315, | |
| "grad_norm": 3.657085418701172, | |
| "learning_rate": 6.368314950360415e-05, | |
| "loss": 0.9435, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 1.431578947368421, | |
| "grad_norm": 0.5060288906097412, | |
| "learning_rate": 5.918747589082853e-05, | |
| "loss": 0.0212, | |
| "step": 17 | |
| }, | |
| { | |
| "epoch": 1.5157894736842106, | |
| "grad_norm": 3.298569917678833, | |
| "learning_rate": 5.4613417973165106e-05, | |
| "loss": 0.2224, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 1.6, | |
| "grad_norm": 5.861860752105713, | |
| "learning_rate": 5e-05, | |
| "loss": 0.7128, | |
| "step": 19 | |
| }, | |
| { | |
| "epoch": 1.6842105263157894, | |
| "grad_norm": 0.3091553747653961, | |
| "learning_rate": 4.5386582026834906e-05, | |
| "loss": 0.0077, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 1.768421052631579, | |
| "grad_norm": 1.5811270475387573, | |
| "learning_rate": 4.0812524109171476e-05, | |
| "loss": 0.2771, | |
| "step": 21 | |
| }, | |
| { | |
| "epoch": 1.8526315789473684, | |
| "grad_norm": 3.9169883728027344, | |
| "learning_rate": 3.631685049639586e-05, | |
| "loss": 0.3961, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 1.936842105263158, | |
| "grad_norm": 0.372968465089798, | |
| "learning_rate": 3.1937916690642356e-05, | |
| "loss": 0.0253, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 2.0210526315789474, | |
| "grad_norm": 1.0356941223144531, | |
| "learning_rate": 2.771308221117309e-05, | |
| "loss": 0.2199, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 2.1052631578947367, | |
| "grad_norm": 3.1314473152160645, | |
| "learning_rate": 2.3678391856132204e-05, | |
| "loss": 0.4549, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 2.1052631578947367, | |
| "eval_loss": 0.26949256658554077, | |
| "eval_runtime": 4.2099, | |
| "eval_samples_per_second": 19.003, | |
| "eval_steps_per_second": 2.375, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 2.1894736842105265, | |
| "grad_norm": 0.041909243911504745, | |
| "learning_rate": 1.9868268181037185e-05, | |
| "loss": 0.0011, | |
| "step": 26 | |
| }, | |
| { | |
| "epoch": 2.2736842105263158, | |
| "grad_norm": 2.73862886428833, | |
| "learning_rate": 1.631521781767214e-05, | |
| "loss": 0.1024, | |
| "step": 27 | |
| }, | |
| { | |
| "epoch": 2.3578947368421055, | |
| "grad_norm": 2.667339563369751, | |
| "learning_rate": 1.3049554138967051e-05, | |
| "loss": 0.4289, | |
| "step": 28 | |
| }, | |
| { | |
| "epoch": 2.442105263157895, | |
| "grad_norm": 0.023501254618167877, | |
| "learning_rate": 1.0099138635988026e-05, | |
| "loss": 0.0007, | |
| "step": 29 | |
| }, | |
| { | |
| "epoch": 2.526315789473684, | |
| "grad_norm": 4.1375651359558105, | |
| "learning_rate": 7.489143213519301e-06, | |
| "loss": 0.1674, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 2.610526315789474, | |
| "grad_norm": 2.5133378505706787, | |
| "learning_rate": 5.241835432246889e-06, | |
| "loss": 0.2455, | |
| "step": 31 | |
| }, | |
| { | |
| "epoch": 2.694736842105263, | |
| "grad_norm": 0.01599811762571335, | |
| "learning_rate": 3.376388529782215e-06, | |
| "loss": 0.0006, | |
| "step": 32 | |
| }, | |
| { | |
| "epoch": 2.7789473684210524, | |
| "grad_norm": 4.188090801239014, | |
| "learning_rate": 1.908717841359048e-06, | |
| "loss": 0.2993, | |
| "step": 33 | |
| }, | |
| { | |
| "epoch": 2.863157894736842, | |
| "grad_norm": 1.9685863256454468, | |
| "learning_rate": 8.513450158049108e-07, | |
| "loss": 0.1988, | |
| "step": 34 | |
| }, | |
| { | |
| "epoch": 2.9473684210526314, | |
| "grad_norm": 2.153817653656006, | |
| "learning_rate": 2.1329118524827662e-07, | |
| "loss": 0.0703, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 3.031578947368421, | |
| "grad_norm": 1.772990345954895, | |
| "learning_rate": 0.0, | |
| "loss": 0.1774, | |
| "step": 36 | |
| } | |
| ], | |
| "logging_steps": 1, | |
| "max_steps": 36, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 4, | |
| "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": 5.610862382625587e+17, | |
| "train_batch_size": 2, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |