| { | |
| "best_metric": 0.33410218358039856, | |
| "best_model_checkpoint": "miner_id_24/checkpoint-50", | |
| "epoch": 0.012825445684237527, | |
| "eval_steps": 25, | |
| "global_step": 50, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.00025650891368475054, | |
| "grad_norm": 0.2452760636806488, | |
| "learning_rate": 2.9999999999999997e-05, | |
| "loss": 1.4425, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.00025650891368475054, | |
| "eval_loss": 0.39530715346336365, | |
| "eval_runtime": 31.6895, | |
| "eval_samples_per_second": 1.578, | |
| "eval_steps_per_second": 0.221, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.0005130178273695011, | |
| "grad_norm": 0.17752642929553986, | |
| "learning_rate": 5.9999999999999995e-05, | |
| "loss": 1.299, | |
| "step": 2 | |
| }, | |
| { | |
| "epoch": 0.0007695267410542517, | |
| "grad_norm": 0.24689655005931854, | |
| "learning_rate": 8.999999999999999e-05, | |
| "loss": 1.5197, | |
| "step": 3 | |
| }, | |
| { | |
| "epoch": 0.0010260356547390022, | |
| "grad_norm": 0.19504807889461517, | |
| "learning_rate": 0.00011999999999999999, | |
| "loss": 1.3453, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 0.0012825445684237528, | |
| "grad_norm": 0.1986263245344162, | |
| "learning_rate": 0.00015, | |
| "loss": 1.3429, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.0015390534821085034, | |
| "grad_norm": 0.310422420501709, | |
| "learning_rate": 0.00017999999999999998, | |
| "loss": 1.3507, | |
| "step": 6 | |
| }, | |
| { | |
| "epoch": 0.0017955623957932538, | |
| "grad_norm": 0.2197422981262207, | |
| "learning_rate": 0.00020999999999999998, | |
| "loss": 1.3089, | |
| "step": 7 | |
| }, | |
| { | |
| "epoch": 0.0020520713094780044, | |
| "grad_norm": 0.22613106667995453, | |
| "learning_rate": 0.00023999999999999998, | |
| "loss": 1.161, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.002308580223162755, | |
| "grad_norm": 0.2758508026599884, | |
| "learning_rate": 0.00027, | |
| "loss": 1.3218, | |
| "step": 9 | |
| }, | |
| { | |
| "epoch": 0.0025650891368475055, | |
| "grad_norm": 0.24372389912605286, | |
| "learning_rate": 0.0003, | |
| "loss": 1.2277, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.002821598050532256, | |
| "grad_norm": 0.24940873682498932, | |
| "learning_rate": 0.0002999794957488703, | |
| "loss": 1.1953, | |
| "step": 11 | |
| }, | |
| { | |
| "epoch": 0.0030781069642170067, | |
| "grad_norm": 0.23299287259578705, | |
| "learning_rate": 0.0002999179886011389, | |
| "loss": 1.1864, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 0.003334615877901757, | |
| "grad_norm": 0.20366379618644714, | |
| "learning_rate": 0.0002998154953722457, | |
| "loss": 1.2584, | |
| "step": 13 | |
| }, | |
| { | |
| "epoch": 0.0035911247915865075, | |
| "grad_norm": 0.2235558032989502, | |
| "learning_rate": 0.00029967204408281613, | |
| "loss": 1.1625, | |
| "step": 14 | |
| }, | |
| { | |
| "epoch": 0.003847633705271258, | |
| "grad_norm": 0.198708176612854, | |
| "learning_rate": 0.00029948767395100045, | |
| "loss": 1.1748, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.004104142618956009, | |
| "grad_norm": 0.1967567503452301, | |
| "learning_rate": 0.0002992624353817517, | |
| "loss": 1.1347, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 0.004360651532640759, | |
| "grad_norm": 0.15366947650909424, | |
| "learning_rate": 0.0002989963899530457, | |
| "loss": 1.0114, | |
| "step": 17 | |
| }, | |
| { | |
| "epoch": 0.00461716044632551, | |
| "grad_norm": 0.18661633133888245, | |
| "learning_rate": 0.00029868961039904624, | |
| "loss": 1.2625, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 0.00487366936001026, | |
| "grad_norm": 3.7823309898376465, | |
| "learning_rate": 0.00029834218059022024, | |
| "loss": 1.2615, | |
| "step": 19 | |
| }, | |
| { | |
| "epoch": 0.005130178273695011, | |
| "grad_norm": 0.20137062668800354, | |
| "learning_rate": 0.00029795419551040833, | |
| "loss": 1.27, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.005386687187379761, | |
| "grad_norm": 0.18843530118465424, | |
| "learning_rate": 0.00029752576123085736, | |
| "loss": 1.0947, | |
| "step": 21 | |
| }, | |
| { | |
| "epoch": 0.005643196101064512, | |
| "grad_norm": 0.17115682363510132, | |
| "learning_rate": 0.0002970569948812214, | |
| "loss": 1.1604, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 0.0058997050147492625, | |
| "grad_norm": 0.17423115670681, | |
| "learning_rate": 0.0002965480246175399, | |
| "loss": 1.2279, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 0.0061562139284340135, | |
| "grad_norm": 0.20533309876918793, | |
| "learning_rate": 0.0002959989895872009, | |
| "loss": 1.3852, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 0.006412722842118764, | |
| "grad_norm": 0.19516155123710632, | |
| "learning_rate": 0.0002954100398908995, | |
| "loss": 1.3035, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.006412722842118764, | |
| "eval_loss": 0.3231082558631897, | |
| "eval_runtime": 31.8559, | |
| "eval_samples_per_second": 1.57, | |
| "eval_steps_per_second": 0.22, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.006669231755803514, | |
| "grad_norm": 0.3001914322376251, | |
| "learning_rate": 0.0002947813365416023, | |
| "loss": 1.3519, | |
| "step": 26 | |
| }, | |
| { | |
| "epoch": 0.006925740669488265, | |
| "grad_norm": 0.2448321133852005, | |
| "learning_rate": 0.0002941130514205272, | |
| "loss": 1.3134, | |
| "step": 27 | |
| }, | |
| { | |
| "epoch": 0.007182249583173015, | |
| "grad_norm": 0.21013857424259186, | |
| "learning_rate": 0.0002934053672301536, | |
| "loss": 1.1908, | |
| "step": 28 | |
| }, | |
| { | |
| "epoch": 0.007438758496857766, | |
| "grad_norm": 0.2920572757720947, | |
| "learning_rate": 0.00029265847744427303, | |
| "loss": 1.2764, | |
| "step": 29 | |
| }, | |
| { | |
| "epoch": 0.007695267410542516, | |
| "grad_norm": 0.23325499892234802, | |
| "learning_rate": 0.00029187258625509513, | |
| "loss": 1.2081, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.007951776324227267, | |
| "grad_norm": 0.24203185737133026, | |
| "learning_rate": 0.00029104790851742417, | |
| "loss": 1.2996, | |
| "step": 31 | |
| }, | |
| { | |
| "epoch": 0.008208285237912017, | |
| "grad_norm": 0.20244275033473969, | |
| "learning_rate": 0.0002901846696899191, | |
| "loss": 1.2741, | |
| "step": 32 | |
| }, | |
| { | |
| "epoch": 0.008464794151596768, | |
| "grad_norm": 0.24007591605186462, | |
| "learning_rate": 0.00028928310577345606, | |
| "loss": 1.2926, | |
| "step": 33 | |
| }, | |
| { | |
| "epoch": 0.008721303065281518, | |
| "grad_norm": 2.9329335689544678, | |
| "learning_rate": 0.0002883434632466077, | |
| "loss": 1.3904, | |
| "step": 34 | |
| }, | |
| { | |
| "epoch": 0.00897781197896627, | |
| "grad_norm": 0.2622990906238556, | |
| "learning_rate": 0.00028736599899825856, | |
| "loss": 1.3224, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 0.00923432089265102, | |
| "grad_norm": 0.3389492630958557, | |
| "learning_rate": 0.00028635098025737434, | |
| "loss": 1.3022, | |
| "step": 36 | |
| }, | |
| { | |
| "epoch": 0.00949082980633577, | |
| "grad_norm": 0.3291040062904358, | |
| "learning_rate": 0.00028529868451994384, | |
| "loss": 1.3772, | |
| "step": 37 | |
| }, | |
| { | |
| "epoch": 0.00974733872002052, | |
| "grad_norm": 0.29008948802948, | |
| "learning_rate": 0.0002842093994731145, | |
| "loss": 1.3874, | |
| "step": 38 | |
| }, | |
| { | |
| "epoch": 0.010003847633705272, | |
| "grad_norm": 0.2444349229335785, | |
| "learning_rate": 0.00028308342291654174, | |
| "loss": 1.3194, | |
| "step": 39 | |
| }, | |
| { | |
| "epoch": 0.010260356547390022, | |
| "grad_norm": 0.2349006086587906, | |
| "learning_rate": 0.00028192106268097334, | |
| "loss": 1.2226, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.010516865461074772, | |
| "grad_norm": 0.3519050180912018, | |
| "learning_rate": 0.00028072263654409154, | |
| "loss": 1.2642, | |
| "step": 41 | |
| }, | |
| { | |
| "epoch": 0.010773374374759523, | |
| "grad_norm": 3.122650384902954, | |
| "learning_rate": 0.0002794884721436361, | |
| "loss": 1.3993, | |
| "step": 42 | |
| }, | |
| { | |
| "epoch": 0.011029883288444273, | |
| "grad_norm": 0.4444164037704468, | |
| "learning_rate": 0.00027821890688783083, | |
| "loss": 1.2325, | |
| "step": 43 | |
| }, | |
| { | |
| "epoch": 0.011286392202129025, | |
| "grad_norm": 0.3635028302669525, | |
| "learning_rate": 0.0002769142878631403, | |
| "loss": 1.2689, | |
| "step": 44 | |
| }, | |
| { | |
| "epoch": 0.011542901115813775, | |
| "grad_norm": 0.5229223370552063, | |
| "learning_rate": 0.00027557497173937923, | |
| "loss": 1.3902, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 0.011799410029498525, | |
| "grad_norm": 0.6191115379333496, | |
| "learning_rate": 0.000274201324672203, | |
| "loss": 1.4242, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 0.012055918943183275, | |
| "grad_norm": 1.497909665107727, | |
| "learning_rate": 0.00027279372220300385, | |
| "loss": 1.7142, | |
| "step": 47 | |
| }, | |
| { | |
| "epoch": 0.012312427856868027, | |
| "grad_norm": 1.673071026802063, | |
| "learning_rate": 0.0002713525491562421, | |
| "loss": 1.6996, | |
| "step": 48 | |
| }, | |
| { | |
| "epoch": 0.012568936770552777, | |
| "grad_norm": 7.249523639678955, | |
| "learning_rate": 0.00026987819953423867, | |
| "loss": 1.9288, | |
| "step": 49 | |
| }, | |
| { | |
| "epoch": 0.012825445684237527, | |
| "grad_norm": 6.95615816116333, | |
| "learning_rate": 0.00026837107640945905, | |
| "loss": 2.1629, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.012825445684237527, | |
| "eval_loss": 0.33410218358039856, | |
| "eval_runtime": 31.8447, | |
| "eval_samples_per_second": 1.57, | |
| "eval_steps_per_second": 0.22, | |
| "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": 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": false | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 2.7850713268224e+17, | |
| "train_batch_size": 8, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |