| { | |
| "best_metric": 11.046669960021973, | |
| "best_model_checkpoint": "miner_id_24/checkpoint-70", | |
| "epoch": 0.003163770310275474, | |
| "eval_steps": 5, | |
| "global_step": 70, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 4.519671871822106e-05, | |
| "grad_norm": 0.741265594959259, | |
| "learning_rate": 2e-05, | |
| "loss": 44.3865, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 4.519671871822106e-05, | |
| "eval_loss": 11.093368530273438, | |
| "eval_runtime": 175.5908, | |
| "eval_samples_per_second": 53.061, | |
| "eval_steps_per_second": 26.533, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 9.039343743644212e-05, | |
| "grad_norm": 0.6581929326057434, | |
| "learning_rate": 4e-05, | |
| "loss": 44.3813, | |
| "step": 2 | |
| }, | |
| { | |
| "epoch": 0.00013559015615466317, | |
| "grad_norm": 0.6729432344436646, | |
| "learning_rate": 6e-05, | |
| "loss": 44.3393, | |
| "step": 3 | |
| }, | |
| { | |
| "epoch": 0.00018078687487288423, | |
| "grad_norm": 0.6872175335884094, | |
| "learning_rate": 8e-05, | |
| "loss": 44.3795, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 0.00022598359359110527, | |
| "grad_norm": 0.704067051410675, | |
| "learning_rate": 0.0001, | |
| "loss": 44.389, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.00022598359359110527, | |
| "eval_loss": 11.093063354492188, | |
| "eval_runtime": 176.3334, | |
| "eval_samples_per_second": 52.837, | |
| "eval_steps_per_second": 26.422, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.00027118031230932634, | |
| "grad_norm": 0.6682418584823608, | |
| "learning_rate": 0.00012, | |
| "loss": 44.3529, | |
| "step": 6 | |
| }, | |
| { | |
| "epoch": 0.0003163770310275474, | |
| "grad_norm": 0.6353705525398254, | |
| "learning_rate": 0.00014, | |
| "loss": 44.4355, | |
| "step": 7 | |
| }, | |
| { | |
| "epoch": 0.00036157374974576847, | |
| "grad_norm": 0.6866922974586487, | |
| "learning_rate": 0.00016, | |
| "loss": 44.4036, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.00040677046846398953, | |
| "grad_norm": 0.7315343618392944, | |
| "learning_rate": 0.00018, | |
| "loss": 44.3756, | |
| "step": 9 | |
| }, | |
| { | |
| "epoch": 0.00045196718718221055, | |
| "grad_norm": 0.6867555379867554, | |
| "learning_rate": 0.0002, | |
| "loss": 44.3678, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.00045196718718221055, | |
| "eval_loss": 11.091917037963867, | |
| "eval_runtime": 176.1396, | |
| "eval_samples_per_second": 52.896, | |
| "eval_steps_per_second": 26.451, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.0004971639059004316, | |
| "grad_norm": 0.7067858576774597, | |
| "learning_rate": 0.0001999979446958366, | |
| "loss": 44.3933, | |
| "step": 11 | |
| }, | |
| { | |
| "epoch": 0.0005423606246186527, | |
| "grad_norm": 0.7694055438041687, | |
| "learning_rate": 0.00019999177886783194, | |
| "loss": 44.3476, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 0.0005875573433368737, | |
| "grad_norm": 0.6980550289154053, | |
| "learning_rate": 0.00019998150276943902, | |
| "loss": 44.3621, | |
| "step": 13 | |
| }, | |
| { | |
| "epoch": 0.0006327540620550948, | |
| "grad_norm": 0.7399426698684692, | |
| "learning_rate": 0.000199967116823068, | |
| "loss": 44.3727, | |
| "step": 14 | |
| }, | |
| { | |
| "epoch": 0.0006779507807733159, | |
| "grad_norm": 0.6623771786689758, | |
| "learning_rate": 0.0001999486216200688, | |
| "loss": 44.3563, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.0006779507807733159, | |
| "eval_loss": 11.089905738830566, | |
| "eval_runtime": 176.0326, | |
| "eval_samples_per_second": 52.928, | |
| "eval_steps_per_second": 26.467, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.0007231474994915369, | |
| "grad_norm": 0.6647756695747375, | |
| "learning_rate": 0.00019992601792070679, | |
| "loss": 44.3454, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 0.000768344218209758, | |
| "grad_norm": 0.7416101694107056, | |
| "learning_rate": 0.00019989930665413147, | |
| "loss": 44.3249, | |
| "step": 17 | |
| }, | |
| { | |
| "epoch": 0.0008135409369279791, | |
| "grad_norm": 0.6351829171180725, | |
| "learning_rate": 0.00019986848891833845, | |
| "loss": 44.37, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 0.0008587376556462001, | |
| "grad_norm": 0.6839431524276733, | |
| "learning_rate": 0.0001998335659801241, | |
| "loss": 44.3472, | |
| "step": 19 | |
| }, | |
| { | |
| "epoch": 0.0009039343743644211, | |
| "grad_norm": 0.6762228608131409, | |
| "learning_rate": 0.00019979453927503364, | |
| "loss": 44.3507, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.0009039343743644211, | |
| "eval_loss": 11.087591171264648, | |
| "eval_runtime": 176.1534, | |
| "eval_samples_per_second": 52.891, | |
| "eval_steps_per_second": 26.449, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.0009491310930826422, | |
| "grad_norm": 0.7993413209915161, | |
| "learning_rate": 0.00019975141040730207, | |
| "loss": 44.288, | |
| "step": 21 | |
| }, | |
| { | |
| "epoch": 0.0009943278118008632, | |
| "grad_norm": 0.6926490664482117, | |
| "learning_rate": 0.0001997041811497882, | |
| "loss": 44.3672, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 0.0010395245305190844, | |
| "grad_norm": 0.7373084425926208, | |
| "learning_rate": 0.00019965285344390184, | |
| "loss": 44.3927, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 0.0010847212492373054, | |
| "grad_norm": 0.6655643582344055, | |
| "learning_rate": 0.00019959742939952392, | |
| "loss": 44.3481, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 0.0011299179679555265, | |
| "grad_norm": 0.7115928530693054, | |
| "learning_rate": 0.00019953791129491983, | |
| "loss": 44.3368, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.0011299179679555265, | |
| "eval_loss": 11.085227012634277, | |
| "eval_runtime": 175.877, | |
| "eval_samples_per_second": 52.975, | |
| "eval_steps_per_second": 26.49, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.0011751146866737475, | |
| "grad_norm": 0.7096830010414124, | |
| "learning_rate": 0.00019947430157664576, | |
| "loss": 44.3735, | |
| "step": 26 | |
| }, | |
| { | |
| "epoch": 0.0012203114053919684, | |
| "grad_norm": 0.6747312545776367, | |
| "learning_rate": 0.00019940660285944803, | |
| "loss": 44.3323, | |
| "step": 27 | |
| }, | |
| { | |
| "epoch": 0.0012655081241101896, | |
| "grad_norm": 0.7371957302093506, | |
| "learning_rate": 0.00019933481792615583, | |
| "loss": 44.2951, | |
| "step": 28 | |
| }, | |
| { | |
| "epoch": 0.0013107048428284106, | |
| "grad_norm": 0.7316697239875793, | |
| "learning_rate": 0.0001992589497275665, | |
| "loss": 44.3097, | |
| "step": 29 | |
| }, | |
| { | |
| "epoch": 0.0013559015615466317, | |
| "grad_norm": 0.6886783838272095, | |
| "learning_rate": 0.0001991790013823246, | |
| "loss": 44.3137, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.0013559015615466317, | |
| "eval_loss": 11.082609176635742, | |
| "eval_runtime": 176.2695, | |
| "eval_samples_per_second": 52.857, | |
| "eval_steps_per_second": 26.431, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.0014010982802648527, | |
| "grad_norm": 0.7027749419212341, | |
| "learning_rate": 0.00019909497617679348, | |
| "loss": 44.3391, | |
| "step": 31 | |
| }, | |
| { | |
| "epoch": 0.0014462949989830739, | |
| "grad_norm": 0.735598087310791, | |
| "learning_rate": 0.0001990068775649202, | |
| "loss": 44.3645, | |
| "step": 32 | |
| }, | |
| { | |
| "epoch": 0.0014914917177012948, | |
| "grad_norm": 0.7152600288391113, | |
| "learning_rate": 0.00019891470916809362, | |
| "loss": 44.3478, | |
| "step": 33 | |
| }, | |
| { | |
| "epoch": 0.001536688436419516, | |
| "grad_norm": 0.6983291506767273, | |
| "learning_rate": 0.00019881847477499557, | |
| "loss": 44.3252, | |
| "step": 34 | |
| }, | |
| { | |
| "epoch": 0.001581885155137737, | |
| "grad_norm": 0.6892045140266418, | |
| "learning_rate": 0.00019871817834144504, | |
| "loss": 44.2998, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 0.001581885155137737, | |
| "eval_loss": 11.079712867736816, | |
| "eval_runtime": 176.1378, | |
| "eval_samples_per_second": 52.896, | |
| "eval_steps_per_second": 26.451, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 0.0016270818738559581, | |
| "grad_norm": 0.7166262865066528, | |
| "learning_rate": 0.0001986138239902355, | |
| "loss": 44.3485, | |
| "step": 36 | |
| }, | |
| { | |
| "epoch": 0.001672278592574179, | |
| "grad_norm": 0.7545002102851868, | |
| "learning_rate": 0.0001985054160109657, | |
| "loss": 44.2613, | |
| "step": 37 | |
| }, | |
| { | |
| "epoch": 0.0017174753112924003, | |
| "grad_norm": 0.7944263219833374, | |
| "learning_rate": 0.00019839295885986296, | |
| "loss": 44.2665, | |
| "step": 38 | |
| }, | |
| { | |
| "epoch": 0.0017626720300106212, | |
| "grad_norm": 0.7216903567314148, | |
| "learning_rate": 0.0001982764571596004, | |
| "loss": 44.3546, | |
| "step": 39 | |
| }, | |
| { | |
| "epoch": 0.0018078687487288422, | |
| "grad_norm": 0.7492774128913879, | |
| "learning_rate": 0.00019815591569910654, | |
| "loss": 44.3223, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.0018078687487288422, | |
| "eval_loss": 11.076553344726562, | |
| "eval_runtime": 176.1866, | |
| "eval_samples_per_second": 52.881, | |
| "eval_steps_per_second": 26.444, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.0018530654674470634, | |
| "grad_norm": 0.8118460774421692, | |
| "learning_rate": 0.00019803133943336874, | |
| "loss": 44.3122, | |
| "step": 41 | |
| }, | |
| { | |
| "epoch": 0.0018982621861652843, | |
| "grad_norm": 0.7527559399604797, | |
| "learning_rate": 0.0001979027334832293, | |
| "loss": 44.3061, | |
| "step": 42 | |
| }, | |
| { | |
| "epoch": 0.0019434589048835055, | |
| "grad_norm": 0.7425262331962585, | |
| "learning_rate": 0.00019777010313517518, | |
| "loss": 44.2408, | |
| "step": 43 | |
| }, | |
| { | |
| "epoch": 0.0019886556236017264, | |
| "grad_norm": 0.753101646900177, | |
| "learning_rate": 0.00019763345384112043, | |
| "loss": 44.3362, | |
| "step": 44 | |
| }, | |
| { | |
| "epoch": 0.0020338523423199476, | |
| "grad_norm": 0.767737090587616, | |
| "learning_rate": 0.00019749279121818235, | |
| "loss": 44.2864, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 0.0020338523423199476, | |
| "eval_loss": 11.072389602661133, | |
| "eval_runtime": 175.9667, | |
| "eval_samples_per_second": 52.948, | |
| "eval_steps_per_second": 26.477, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 0.002079049061038169, | |
| "grad_norm": 0.7275786995887756, | |
| "learning_rate": 0.00019734812104845047, | |
| "loss": 44.3542, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 0.0021242457797563895, | |
| "grad_norm": 0.6908650994300842, | |
| "learning_rate": 0.00019719944927874881, | |
| "loss": 44.3377, | |
| "step": 47 | |
| }, | |
| { | |
| "epoch": 0.0021694424984746107, | |
| "grad_norm": 0.7260599136352539, | |
| "learning_rate": 0.0001970467820203915, | |
| "loss": 44.2621, | |
| "step": 48 | |
| }, | |
| { | |
| "epoch": 0.002214639217192832, | |
| "grad_norm": 0.7138715982437134, | |
| "learning_rate": 0.00019689012554893154, | |
| "loss": 44.2338, | |
| "step": 49 | |
| }, | |
| { | |
| "epoch": 0.002259835935911053, | |
| "grad_norm": 0.7867954969406128, | |
| "learning_rate": 0.00019672948630390294, | |
| "loss": 44.3044, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.002259835935911053, | |
| "eval_loss": 11.067892074584961, | |
| "eval_runtime": 176.5244, | |
| "eval_samples_per_second": 52.78, | |
| "eval_steps_per_second": 26.393, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.002305032654629274, | |
| "grad_norm": 0.7787512540817261, | |
| "learning_rate": 0.00019656487088855592, | |
| "loss": 44.2918, | |
| "step": 51 | |
| }, | |
| { | |
| "epoch": 0.002350229373347495, | |
| "grad_norm": 0.7184544801712036, | |
| "learning_rate": 0.00019639628606958533, | |
| "loss": 44.2751, | |
| "step": 52 | |
| }, | |
| { | |
| "epoch": 0.002395426092065716, | |
| "grad_norm": 0.7348573803901672, | |
| "learning_rate": 0.0001962237387768529, | |
| "loss": 44.246, | |
| "step": 53 | |
| }, | |
| { | |
| "epoch": 0.002440622810783937, | |
| "grad_norm": 0.7713965773582458, | |
| "learning_rate": 0.00019604723610310194, | |
| "loss": 44.3292, | |
| "step": 54 | |
| }, | |
| { | |
| "epoch": 0.002485819529502158, | |
| "grad_norm": 0.8040369749069214, | |
| "learning_rate": 0.00019586678530366606, | |
| "loss": 44.2155, | |
| "step": 55 | |
| }, | |
| { | |
| "epoch": 0.002485819529502158, | |
| "eval_loss": 11.062650680541992, | |
| "eval_runtime": 176.278, | |
| "eval_samples_per_second": 52.854, | |
| "eval_steps_per_second": 26.43, | |
| "step": 55 | |
| }, | |
| { | |
| "epoch": 0.0025310162482203792, | |
| "grad_norm": 0.7459877133369446, | |
| "learning_rate": 0.00019568239379617088, | |
| "loss": 44.2188, | |
| "step": 56 | |
| }, | |
| { | |
| "epoch": 0.0025762129669386004, | |
| "grad_norm": 0.8008533716201782, | |
| "learning_rate": 0.00019549406916022905, | |
| "loss": 44.226, | |
| "step": 57 | |
| }, | |
| { | |
| "epoch": 0.002621409685656821, | |
| "grad_norm": 0.7918010354042053, | |
| "learning_rate": 0.00019530181913712872, | |
| "loss": 44.287, | |
| "step": 58 | |
| }, | |
| { | |
| "epoch": 0.0026666064043750423, | |
| "grad_norm": 0.7287217974662781, | |
| "learning_rate": 0.00019510565162951537, | |
| "loss": 44.2581, | |
| "step": 59 | |
| }, | |
| { | |
| "epoch": 0.0027118031230932635, | |
| "grad_norm": 0.7925474643707275, | |
| "learning_rate": 0.00019490557470106686, | |
| "loss": 44.2277, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.0027118031230932635, | |
| "eval_loss": 11.05736255645752, | |
| "eval_runtime": 176.2465, | |
| "eval_samples_per_second": 52.863, | |
| "eval_steps_per_second": 26.435, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.0027569998418114847, | |
| "grad_norm": 0.8553807735443115, | |
| "learning_rate": 0.00019470159657616215, | |
| "loss": 44.2439, | |
| "step": 61 | |
| }, | |
| { | |
| "epoch": 0.0028021965605297054, | |
| "grad_norm": 0.7586395740509033, | |
| "learning_rate": 0.00019449372563954293, | |
| "loss": 44.1943, | |
| "step": 62 | |
| }, | |
| { | |
| "epoch": 0.0028473932792479266, | |
| "grad_norm": 0.7628232836723328, | |
| "learning_rate": 0.0001942819704359693, | |
| "loss": 44.2594, | |
| "step": 63 | |
| }, | |
| { | |
| "epoch": 0.0028925899979661478, | |
| "grad_norm": 0.718551754951477, | |
| "learning_rate": 0.00019406633966986828, | |
| "loss": 44.2302, | |
| "step": 64 | |
| }, | |
| { | |
| "epoch": 0.002937786716684369, | |
| "grad_norm": 0.7625423073768616, | |
| "learning_rate": 0.00019384684220497605, | |
| "loss": 44.1989, | |
| "step": 65 | |
| }, | |
| { | |
| "epoch": 0.002937786716684369, | |
| "eval_loss": 11.051901817321777, | |
| "eval_runtime": 176.1759, | |
| "eval_samples_per_second": 52.885, | |
| "eval_steps_per_second": 26.445, | |
| "step": 65 | |
| }, | |
| { | |
| "epoch": 0.0029829834354025897, | |
| "grad_norm": 0.7891851663589478, | |
| "learning_rate": 0.00019362348706397373, | |
| "loss": 44.2199, | |
| "step": 66 | |
| }, | |
| { | |
| "epoch": 0.003028180154120811, | |
| "grad_norm": 0.6770808100700378, | |
| "learning_rate": 0.00019339628342811632, | |
| "loss": 44.1689, | |
| "step": 67 | |
| }, | |
| { | |
| "epoch": 0.003073376872839032, | |
| "grad_norm": 0.7498692870140076, | |
| "learning_rate": 0.0001931652406368554, | |
| "loss": 44.1741, | |
| "step": 68 | |
| }, | |
| { | |
| "epoch": 0.0031185735915572528, | |
| "grad_norm": 0.7661782503128052, | |
| "learning_rate": 0.0001929303681874552, | |
| "loss": 44.2123, | |
| "step": 69 | |
| }, | |
| { | |
| "epoch": 0.003163770310275474, | |
| "grad_norm": 0.6438837647438049, | |
| "learning_rate": 0.0001926916757346022, | |
| "loss": 44.1718, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.003163770310275474, | |
| "eval_loss": 11.046669960021973, | |
| "eval_runtime": 176.3634, | |
| "eval_samples_per_second": 52.828, | |
| "eval_steps_per_second": 26.417, | |
| "step": 70 | |
| } | |
| ], | |
| "logging_steps": 1, | |
| "max_steps": 500, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 1, | |
| "save_steps": 10, | |
| "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": 735471206400.0, | |
| "train_batch_size": 2, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |