| { | |
| "best_metric": 2.3614883422851562, | |
| "best_model_checkpoint": "miner_id_24/checkpoint-50", | |
| "epoch": 0.005063803929511849, | |
| "eval_steps": 50, | |
| "global_step": 50, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.00010127607859023699, | |
| "grad_norm": 31.278818130493164, | |
| "learning_rate": 1e-05, | |
| "loss": 5.6035, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.00010127607859023699, | |
| "eval_loss": 6.345576286315918, | |
| "eval_runtime": 1564.2303, | |
| "eval_samples_per_second": 10.631, | |
| "eval_steps_per_second": 2.658, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.00020255215718047398, | |
| "grad_norm": 23.076887130737305, | |
| "learning_rate": 2e-05, | |
| "loss": 5.6016, | |
| "step": 2 | |
| }, | |
| { | |
| "epoch": 0.00030382823577071097, | |
| "grad_norm": 30.049488067626953, | |
| "learning_rate": 3e-05, | |
| "loss": 5.0056, | |
| "step": 3 | |
| }, | |
| { | |
| "epoch": 0.00040510431436094796, | |
| "grad_norm": 21.293628692626953, | |
| "learning_rate": 4e-05, | |
| "loss": 4.0928, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 0.0005063803929511849, | |
| "grad_norm": 51.72479248046875, | |
| "learning_rate": 5e-05, | |
| "loss": 3.268, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.0006076564715414219, | |
| "grad_norm": 69.23747253417969, | |
| "learning_rate": 6e-05, | |
| "loss": 2.4954, | |
| "step": 6 | |
| }, | |
| { | |
| "epoch": 0.0007089325501316589, | |
| "grad_norm": 12.229398727416992, | |
| "learning_rate": 7e-05, | |
| "loss": 1.7844, | |
| "step": 7 | |
| }, | |
| { | |
| "epoch": 0.0008102086287218959, | |
| "grad_norm": 14.901517868041992, | |
| "learning_rate": 8e-05, | |
| "loss": 1.5585, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.0009114847073121329, | |
| "grad_norm": 9.97788143157959, | |
| "learning_rate": 9e-05, | |
| "loss": 1.5229, | |
| "step": 9 | |
| }, | |
| { | |
| "epoch": 0.0010127607859023698, | |
| "grad_norm": 17.119428634643555, | |
| "learning_rate": 0.0001, | |
| "loss": 1.5665, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.001114036864492607, | |
| "grad_norm": 8.448174476623535, | |
| "learning_rate": 9.999316524962345e-05, | |
| "loss": 1.2061, | |
| "step": 11 | |
| }, | |
| { | |
| "epoch": 0.0012153129430828439, | |
| "grad_norm": 6.501319408416748, | |
| "learning_rate": 9.997266286704631e-05, | |
| "loss": 1.2982, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 0.0013165890216730808, | |
| "grad_norm": 6.863130569458008, | |
| "learning_rate": 9.993849845741524e-05, | |
| "loss": 1.4555, | |
| "step": 13 | |
| }, | |
| { | |
| "epoch": 0.0014178651002633178, | |
| "grad_norm": 7.778407096862793, | |
| "learning_rate": 9.989068136093873e-05, | |
| "loss": 1.4297, | |
| "step": 14 | |
| }, | |
| { | |
| "epoch": 0.0015191411788535547, | |
| "grad_norm": 4.9213385581970215, | |
| "learning_rate": 9.98292246503335e-05, | |
| "loss": 1.478, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.0016204172574437918, | |
| "grad_norm": 6.808879375457764, | |
| "learning_rate": 9.975414512725057e-05, | |
| "loss": 1.6191, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 0.0017216933360340288, | |
| "grad_norm": 4.654536724090576, | |
| "learning_rate": 9.966546331768191e-05, | |
| "loss": 1.3514, | |
| "step": 17 | |
| }, | |
| { | |
| "epoch": 0.0018229694146242657, | |
| "grad_norm": 5.336677551269531, | |
| "learning_rate": 9.956320346634876e-05, | |
| "loss": 1.3981, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 0.0019242454932145027, | |
| "grad_norm": 5.827622413635254, | |
| "learning_rate": 9.944739353007344e-05, | |
| "loss": 1.3458, | |
| "step": 19 | |
| }, | |
| { | |
| "epoch": 0.0020255215718047396, | |
| "grad_norm": 6.260201454162598, | |
| "learning_rate": 9.931806517013612e-05, | |
| "loss": 1.7247, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.0021267976503949767, | |
| "grad_norm": 9.512893676757812, | |
| "learning_rate": 9.917525374361912e-05, | |
| "loss": 1.7886, | |
| "step": 21 | |
| }, | |
| { | |
| "epoch": 0.002228073728985214, | |
| "grad_norm": 6.11754846572876, | |
| "learning_rate": 9.901899829374047e-05, | |
| "loss": 1.6451, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 0.0023293498075754506, | |
| "grad_norm": 5.766722679138184, | |
| "learning_rate": 9.884934153917997e-05, | |
| "loss": 1.506, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 0.0024306258861656878, | |
| "grad_norm": 6.981493949890137, | |
| "learning_rate": 9.86663298624003e-05, | |
| "loss": 1.822, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 0.0025319019647559245, | |
| "grad_norm": 5.49668025970459, | |
| "learning_rate": 9.847001329696653e-05, | |
| "loss": 1.6161, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.0026331780433461616, | |
| "grad_norm": 6.683679580688477, | |
| "learning_rate": 9.826044551386744e-05, | |
| "loss": 1.6799, | |
| "step": 26 | |
| }, | |
| { | |
| "epoch": 0.002734454121936399, | |
| "grad_norm": 6.836819648742676, | |
| "learning_rate": 9.803768380684242e-05, | |
| "loss": 1.5681, | |
| "step": 27 | |
| }, | |
| { | |
| "epoch": 0.0028357302005266355, | |
| "grad_norm": 5.405344486236572, | |
| "learning_rate": 9.780178907671789e-05, | |
| "loss": 1.603, | |
| "step": 28 | |
| }, | |
| { | |
| "epoch": 0.0029370062791168727, | |
| "grad_norm": 5.259994029998779, | |
| "learning_rate": 9.755282581475769e-05, | |
| "loss": 1.6561, | |
| "step": 29 | |
| }, | |
| { | |
| "epoch": 0.0030382823577071094, | |
| "grad_norm": 4.639139175415039, | |
| "learning_rate": 9.729086208503174e-05, | |
| "loss": 1.7005, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.0031395584362973465, | |
| "grad_norm": 8.204778671264648, | |
| "learning_rate": 9.701596950580806e-05, | |
| "loss": 2.2015, | |
| "step": 31 | |
| }, | |
| { | |
| "epoch": 0.0032408345148875837, | |
| "grad_norm": 5.750695705413818, | |
| "learning_rate": 9.672822322997305e-05, | |
| "loss": 2.1686, | |
| "step": 32 | |
| }, | |
| { | |
| "epoch": 0.0033421105934778204, | |
| "grad_norm": 4.413594722747803, | |
| "learning_rate": 9.642770192448536e-05, | |
| "loss": 1.9129, | |
| "step": 33 | |
| }, | |
| { | |
| "epoch": 0.0034433866720680576, | |
| "grad_norm": 3.6709742546081543, | |
| "learning_rate": 9.611448774886924e-05, | |
| "loss": 1.7818, | |
| "step": 34 | |
| }, | |
| { | |
| "epoch": 0.0035446627506582947, | |
| "grad_norm": 3.3729166984558105, | |
| "learning_rate": 9.578866633275288e-05, | |
| "loss": 1.7133, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 0.0036459388292485314, | |
| "grad_norm": 3.6017041206359863, | |
| "learning_rate": 9.545032675245813e-05, | |
| "loss": 1.5988, | |
| "step": 36 | |
| }, | |
| { | |
| "epoch": 0.0037472149078387686, | |
| "grad_norm": 2.8339967727661133, | |
| "learning_rate": 9.509956150664796e-05, | |
| "loss": 1.7085, | |
| "step": 37 | |
| }, | |
| { | |
| "epoch": 0.0038484909864290053, | |
| "grad_norm": 5.1753644943237305, | |
| "learning_rate": 9.473646649103818e-05, | |
| "loss": 2.3217, | |
| "step": 38 | |
| }, | |
| { | |
| "epoch": 0.0039497670650192425, | |
| "grad_norm": 8.048284530639648, | |
| "learning_rate": 9.43611409721806e-05, | |
| "loss": 2.868, | |
| "step": 39 | |
| }, | |
| { | |
| "epoch": 0.004051043143609479, | |
| "grad_norm": 8.418875694274902, | |
| "learning_rate": 9.397368756032445e-05, | |
| "loss": 3.1661, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.004152319222199717, | |
| "grad_norm": 7.274316310882568, | |
| "learning_rate": 9.357421218136386e-05, | |
| "loss": 2.6893, | |
| "step": 41 | |
| }, | |
| { | |
| "epoch": 0.0042535953007899535, | |
| "grad_norm": 5.224125385284424, | |
| "learning_rate": 9.316282404787871e-05, | |
| "loss": 2.3319, | |
| "step": 42 | |
| }, | |
| { | |
| "epoch": 0.00435487137938019, | |
| "grad_norm": 6.756013870239258, | |
| "learning_rate": 9.273963562927695e-05, | |
| "loss": 2.4331, | |
| "step": 43 | |
| }, | |
| { | |
| "epoch": 0.004456147457970428, | |
| "grad_norm": 4.957799911499023, | |
| "learning_rate": 9.230476262104677e-05, | |
| "loss": 2.3517, | |
| "step": 44 | |
| }, | |
| { | |
| "epoch": 0.0045574235365606645, | |
| "grad_norm": 5.128690719604492, | |
| "learning_rate": 9.185832391312644e-05, | |
| "loss": 2.304, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 0.004658699615150901, | |
| "grad_norm": 8.41048526763916, | |
| "learning_rate": 9.140044155740101e-05, | |
| "loss": 2.8535, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 0.004759975693741138, | |
| "grad_norm": 6.968003273010254, | |
| "learning_rate": 9.093124073433463e-05, | |
| "loss": 2.6746, | |
| "step": 47 | |
| }, | |
| { | |
| "epoch": 0.0048612517723313755, | |
| "grad_norm": 5.947181224822998, | |
| "learning_rate": 9.045084971874738e-05, | |
| "loss": 2.7757, | |
| "step": 48 | |
| }, | |
| { | |
| "epoch": 0.004962527850921612, | |
| "grad_norm": 4.515350818634033, | |
| "learning_rate": 8.995939984474624e-05, | |
| "loss": 2.4865, | |
| "step": 49 | |
| }, | |
| { | |
| "epoch": 0.005063803929511849, | |
| "grad_norm": 5.1472296714782715, | |
| "learning_rate": 8.945702546981969e-05, | |
| "loss": 2.5788, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.005063803929511849, | |
| "eval_loss": 2.3614883422851562, | |
| "eval_runtime": 1571.6178, | |
| "eval_samples_per_second": 10.581, | |
| "eval_steps_per_second": 2.646, | |
| "step": 50 | |
| } | |
| ], | |
| "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": 8.63610951696384e+16, | |
| "train_batch_size": 8, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |