| { | |
| "best_metric": 0.36784711480140686, | |
| "best_model_checkpoint": "miner_id_24/checkpoint-200", | |
| "epoch": 0.1568627450980392, | |
| "eval_steps": 100, | |
| "global_step": 200, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.000784313725490196, | |
| "grad_norm": 13.154260635375977, | |
| "learning_rate": 7e-06, | |
| "loss": 4.2676, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.000784313725490196, | |
| "eval_loss": 1.2241708040237427, | |
| "eval_runtime": 167.7852, | |
| "eval_samples_per_second": 12.802, | |
| "eval_steps_per_second": 3.201, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.001568627450980392, | |
| "grad_norm": 15.154508590698242, | |
| "learning_rate": 1.4e-05, | |
| "loss": 2.7549, | |
| "step": 2 | |
| }, | |
| { | |
| "epoch": 0.002352941176470588, | |
| "grad_norm": 14.48685073852539, | |
| "learning_rate": 2.1e-05, | |
| "loss": 2.7878, | |
| "step": 3 | |
| }, | |
| { | |
| "epoch": 0.003137254901960784, | |
| "grad_norm": 13.144845008850098, | |
| "learning_rate": 2.8e-05, | |
| "loss": 2.3061, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 0.00392156862745098, | |
| "grad_norm": 9.391257286071777, | |
| "learning_rate": 3.5e-05, | |
| "loss": 1.9517, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.004705882352941176, | |
| "grad_norm": 8.726778984069824, | |
| "learning_rate": 4.2e-05, | |
| "loss": 2.1089, | |
| "step": 6 | |
| }, | |
| { | |
| "epoch": 0.005490196078431373, | |
| "grad_norm": 7.819472789764404, | |
| "learning_rate": 4.899999999999999e-05, | |
| "loss": 1.7353, | |
| "step": 7 | |
| }, | |
| { | |
| "epoch": 0.006274509803921568, | |
| "grad_norm": 7.163968086242676, | |
| "learning_rate": 5.6e-05, | |
| "loss": 1.7352, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.007058823529411765, | |
| "grad_norm": 7.747889995574951, | |
| "learning_rate": 6.3e-05, | |
| "loss": 2.1403, | |
| "step": 9 | |
| }, | |
| { | |
| "epoch": 0.00784313725490196, | |
| "grad_norm": 7.355112075805664, | |
| "learning_rate": 7e-05, | |
| "loss": 1.7824, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.008627450980392156, | |
| "grad_norm": 6.8065619468688965, | |
| "learning_rate": 6.999886445007847e-05, | |
| "loss": 1.7958, | |
| "step": 11 | |
| }, | |
| { | |
| "epoch": 0.009411764705882352, | |
| "grad_norm": 7.497786045074463, | |
| "learning_rate": 6.999545787399811e-05, | |
| "loss": 1.8139, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 0.01019607843137255, | |
| "grad_norm": 8.02735710144043, | |
| "learning_rate": 6.998978049280675e-05, | |
| "loss": 1.7139, | |
| "step": 13 | |
| }, | |
| { | |
| "epoch": 0.010980392156862745, | |
| "grad_norm": 7.836209297180176, | |
| "learning_rate": 6.998183267490152e-05, | |
| "loss": 1.7008, | |
| "step": 14 | |
| }, | |
| { | |
| "epoch": 0.011764705882352941, | |
| "grad_norm": 6.723918914794922, | |
| "learning_rate": 6.997161493600493e-05, | |
| "loss": 1.5095, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.012549019607843137, | |
| "grad_norm": 7.266279220581055, | |
| "learning_rate": 6.995912793913143e-05, | |
| "loss": 1.7114, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 0.013333333333333334, | |
| "grad_norm": 8.910981178283691, | |
| "learning_rate": 6.994437249454433e-05, | |
| "loss": 1.8847, | |
| "step": 17 | |
| }, | |
| { | |
| "epoch": 0.01411764705882353, | |
| "grad_norm": 7.561214923858643, | |
| "learning_rate": 6.992734955970331e-05, | |
| "loss": 1.4478, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 0.014901960784313726, | |
| "grad_norm": 11.097957611083984, | |
| "learning_rate": 6.990806023920219e-05, | |
| "loss": 1.8268, | |
| "step": 19 | |
| }, | |
| { | |
| "epoch": 0.01568627450980392, | |
| "grad_norm": 8.547746658325195, | |
| "learning_rate": 6.988650578469734e-05, | |
| "loss": 1.9715, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.01647058823529412, | |
| "grad_norm": 7.6952643394470215, | |
| "learning_rate": 6.986268759482644e-05, | |
| "loss": 1.3908, | |
| "step": 21 | |
| }, | |
| { | |
| "epoch": 0.017254901960784313, | |
| "grad_norm": 9.783441543579102, | |
| "learning_rate": 6.983660721511769e-05, | |
| "loss": 1.6528, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 0.01803921568627451, | |
| "grad_norm": 8.756048202514648, | |
| "learning_rate": 6.980826633788956e-05, | |
| "loss": 1.3471, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 0.018823529411764704, | |
| "grad_norm": 10.131261825561523, | |
| "learning_rate": 6.977766680214095e-05, | |
| "loss": 1.6056, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 0.0196078431372549, | |
| "grad_norm": 9.784903526306152, | |
| "learning_rate": 6.974481059343188e-05, | |
| "loss": 1.349, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.0203921568627451, | |
| "grad_norm": 10.655691146850586, | |
| "learning_rate": 6.970969984375466e-05, | |
| "loss": 1.0902, | |
| "step": 26 | |
| }, | |
| { | |
| "epoch": 0.021176470588235293, | |
| "grad_norm": 10.72864055633545, | |
| "learning_rate": 6.967233683139552e-05, | |
| "loss": 1.4288, | |
| "step": 27 | |
| }, | |
| { | |
| "epoch": 0.02196078431372549, | |
| "grad_norm": 7.463002681732178, | |
| "learning_rate": 6.963272398078678e-05, | |
| "loss": 1.0672, | |
| "step": 28 | |
| }, | |
| { | |
| "epoch": 0.022745098039215685, | |
| "grad_norm": 11.380589485168457, | |
| "learning_rate": 6.959086386234956e-05, | |
| "loss": 1.3336, | |
| "step": 29 | |
| }, | |
| { | |
| "epoch": 0.023529411764705882, | |
| "grad_norm": 9.633968353271484, | |
| "learning_rate": 6.954675919232694e-05, | |
| "loss": 0.9633, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.02431372549019608, | |
| "grad_norm": 8.88882827758789, | |
| "learning_rate": 6.950041283260778e-05, | |
| "loss": 1.0786, | |
| "step": 31 | |
| }, | |
| { | |
| "epoch": 0.025098039215686273, | |
| "grad_norm": 14.510672569274902, | |
| "learning_rate": 6.945182779054092e-05, | |
| "loss": 1.4122, | |
| "step": 32 | |
| }, | |
| { | |
| "epoch": 0.02588235294117647, | |
| "grad_norm": 15.632862091064453, | |
| "learning_rate": 6.940100721874013e-05, | |
| "loss": 2.0142, | |
| "step": 33 | |
| }, | |
| { | |
| "epoch": 0.02666666666666667, | |
| "grad_norm": 12.684489250183105, | |
| "learning_rate": 6.934795441487947e-05, | |
| "loss": 1.6836, | |
| "step": 34 | |
| }, | |
| { | |
| "epoch": 0.027450980392156862, | |
| "grad_norm": 13.649406433105469, | |
| "learning_rate": 6.929267282147936e-05, | |
| "loss": 1.7083, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 0.02823529411764706, | |
| "grad_norm": 10.714078903198242, | |
| "learning_rate": 6.923516602568319e-05, | |
| "loss": 1.6407, | |
| "step": 36 | |
| }, | |
| { | |
| "epoch": 0.029019607843137254, | |
| "grad_norm": 10.981186866760254, | |
| "learning_rate": 6.917543775902452e-05, | |
| "loss": 1.483, | |
| "step": 37 | |
| }, | |
| { | |
| "epoch": 0.02980392156862745, | |
| "grad_norm": 12.960887908935547, | |
| "learning_rate": 6.911349189718497e-05, | |
| "loss": 1.7072, | |
| "step": 38 | |
| }, | |
| { | |
| "epoch": 0.03058823529411765, | |
| "grad_norm": 11.793508529663086, | |
| "learning_rate": 6.904933245974274e-05, | |
| "loss": 2.088, | |
| "step": 39 | |
| }, | |
| { | |
| "epoch": 0.03137254901960784, | |
| "grad_norm": 14.335042953491211, | |
| "learning_rate": 6.898296360991182e-05, | |
| "loss": 1.5573, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.03215686274509804, | |
| "grad_norm": 19.681434631347656, | |
| "learning_rate": 6.891438965427172e-05, | |
| "loss": 1.7118, | |
| "step": 41 | |
| }, | |
| { | |
| "epoch": 0.03294117647058824, | |
| "grad_norm": 14.27527904510498, | |
| "learning_rate": 6.884361504248818e-05, | |
| "loss": 2.44, | |
| "step": 42 | |
| }, | |
| { | |
| "epoch": 0.03372549019607843, | |
| "grad_norm": 16.58424186706543, | |
| "learning_rate": 6.87706443670243e-05, | |
| "loss": 1.6355, | |
| "step": 43 | |
| }, | |
| { | |
| "epoch": 0.034509803921568626, | |
| "grad_norm": 20.70366096496582, | |
| "learning_rate": 6.869548236284267e-05, | |
| "loss": 2.2336, | |
| "step": 44 | |
| }, | |
| { | |
| "epoch": 0.03529411764705882, | |
| "grad_norm": 13.909195899963379, | |
| "learning_rate": 6.861813390709803e-05, | |
| "loss": 1.6299, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 0.03607843137254902, | |
| "grad_norm": 18.837871551513672, | |
| "learning_rate": 6.853860401882081e-05, | |
| "loss": 2.6585, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 0.03686274509803922, | |
| "grad_norm": 32.49602127075195, | |
| "learning_rate": 6.845689785859151e-05, | |
| "loss": 2.2312, | |
| "step": 47 | |
| }, | |
| { | |
| "epoch": 0.03764705882352941, | |
| "grad_norm": 22.12024688720703, | |
| "learning_rate": 6.837302072820576e-05, | |
| "loss": 2.5807, | |
| "step": 48 | |
| }, | |
| { | |
| "epoch": 0.038431372549019606, | |
| "grad_norm": 32.349609375, | |
| "learning_rate": 6.828697807033038e-05, | |
| "loss": 2.6884, | |
| "step": 49 | |
| }, | |
| { | |
| "epoch": 0.0392156862745098, | |
| "grad_norm": 38.483177185058594, | |
| "learning_rate": 6.819877546815009e-05, | |
| "loss": 3.4595, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.04, | |
| "grad_norm": 11.971654891967773, | |
| "learning_rate": 6.810841864500537e-05, | |
| "loss": 3.9855, | |
| "step": 51 | |
| }, | |
| { | |
| "epoch": 0.0407843137254902, | |
| "grad_norm": 5.677441120147705, | |
| "learning_rate": 6.8015913464021e-05, | |
| "loss": 2.2597, | |
| "step": 52 | |
| }, | |
| { | |
| "epoch": 0.04156862745098039, | |
| "grad_norm": 3.608100652694702, | |
| "learning_rate": 6.79212659277256e-05, | |
| "loss": 1.8872, | |
| "step": 53 | |
| }, | |
| { | |
| "epoch": 0.042352941176470586, | |
| "grad_norm": 3.213096857070923, | |
| "learning_rate": 6.782448217766216e-05, | |
| "loss": 1.4016, | |
| "step": 54 | |
| }, | |
| { | |
| "epoch": 0.043137254901960784, | |
| "grad_norm": 4.3245744705200195, | |
| "learning_rate": 6.772556849398952e-05, | |
| "loss": 1.5969, | |
| "step": 55 | |
| }, | |
| { | |
| "epoch": 0.04392156862745098, | |
| "grad_norm": 4.572765350341797, | |
| "learning_rate": 6.762453129507487e-05, | |
| "loss": 1.5966, | |
| "step": 56 | |
| }, | |
| { | |
| "epoch": 0.04470588235294118, | |
| "grad_norm": 2.8827388286590576, | |
| "learning_rate": 6.752137713707726e-05, | |
| "loss": 1.0312, | |
| "step": 57 | |
| }, | |
| { | |
| "epoch": 0.04549019607843137, | |
| "grad_norm": 3.4303178787231445, | |
| "learning_rate": 6.741611271352217e-05, | |
| "loss": 1.3693, | |
| "step": 58 | |
| }, | |
| { | |
| "epoch": 0.04627450980392157, | |
| "grad_norm": 3.742342948913574, | |
| "learning_rate": 6.730874485486721e-05, | |
| "loss": 1.2792, | |
| "step": 59 | |
| }, | |
| { | |
| "epoch": 0.047058823529411764, | |
| "grad_norm": 3.946136713027954, | |
| "learning_rate": 6.719928052805884e-05, | |
| "loss": 1.4547, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.04784313725490196, | |
| "grad_norm": 3.579709768295288, | |
| "learning_rate": 6.708772683608038e-05, | |
| "loss": 1.265, | |
| "step": 61 | |
| }, | |
| { | |
| "epoch": 0.04862745098039216, | |
| "grad_norm": 3.937344551086426, | |
| "learning_rate": 6.697409101749102e-05, | |
| "loss": 1.475, | |
| "step": 62 | |
| }, | |
| { | |
| "epoch": 0.04941176470588235, | |
| "grad_norm": 4.387577056884766, | |
| "learning_rate": 6.685838044595621e-05, | |
| "loss": 1.5258, | |
| "step": 63 | |
| }, | |
| { | |
| "epoch": 0.05019607843137255, | |
| "grad_norm": 5.537537574768066, | |
| "learning_rate": 6.674060262976909e-05, | |
| "loss": 1.426, | |
| "step": 64 | |
| }, | |
| { | |
| "epoch": 0.050980392156862744, | |
| "grad_norm": 4.949011325836182, | |
| "learning_rate": 6.662076521136337e-05, | |
| "loss": 1.6677, | |
| "step": 65 | |
| }, | |
| { | |
| "epoch": 0.05176470588235294, | |
| "grad_norm": 5.1415114402771, | |
| "learning_rate": 6.649887596681742e-05, | |
| "loss": 1.5576, | |
| "step": 66 | |
| }, | |
| { | |
| "epoch": 0.05254901960784314, | |
| "grad_norm": 4.477947235107422, | |
| "learning_rate": 6.637494280534962e-05, | |
| "loss": 1.4792, | |
| "step": 67 | |
| }, | |
| { | |
| "epoch": 0.05333333333333334, | |
| "grad_norm": 5.3575758934021, | |
| "learning_rate": 6.624897376880523e-05, | |
| "loss": 1.6056, | |
| "step": 68 | |
| }, | |
| { | |
| "epoch": 0.05411764705882353, | |
| "grad_norm": 5.173808574676514, | |
| "learning_rate": 6.612097703113452e-05, | |
| "loss": 1.1905, | |
| "step": 69 | |
| }, | |
| { | |
| "epoch": 0.054901960784313725, | |
| "grad_norm": 5.39131498336792, | |
| "learning_rate": 6.599096089786233e-05, | |
| "loss": 1.5183, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.05568627450980392, | |
| "grad_norm": 6.076783180236816, | |
| "learning_rate": 6.585893380554929e-05, | |
| "loss": 1.0184, | |
| "step": 71 | |
| }, | |
| { | |
| "epoch": 0.05647058823529412, | |
| "grad_norm": 7.40262508392334, | |
| "learning_rate": 6.572490432124416e-05, | |
| "loss": 1.6043, | |
| "step": 72 | |
| }, | |
| { | |
| "epoch": 0.05725490196078432, | |
| "grad_norm": 6.334597587585449, | |
| "learning_rate": 6.558888114192812e-05, | |
| "loss": 1.3284, | |
| "step": 73 | |
| }, | |
| { | |
| "epoch": 0.05803921568627451, | |
| "grad_norm": 6.603546619415283, | |
| "learning_rate": 6.545087309395037e-05, | |
| "loss": 1.4609, | |
| "step": 74 | |
| }, | |
| { | |
| "epoch": 0.058823529411764705, | |
| "grad_norm": 10.423970222473145, | |
| "learning_rate": 6.531088913245535e-05, | |
| "loss": 1.5566, | |
| "step": 75 | |
| }, | |
| { | |
| "epoch": 0.0596078431372549, | |
| "grad_norm": 7.711127758026123, | |
| "learning_rate": 6.516893834080172e-05, | |
| "loss": 1.525, | |
| "step": 76 | |
| }, | |
| { | |
| "epoch": 0.0603921568627451, | |
| "grad_norm": 6.958899974822998, | |
| "learning_rate": 6.502502992997292e-05, | |
| "loss": 1.6027, | |
| "step": 77 | |
| }, | |
| { | |
| "epoch": 0.0611764705882353, | |
| "grad_norm": 8.05106258392334, | |
| "learning_rate": 6.487917323797953e-05, | |
| "loss": 1.5831, | |
| "step": 78 | |
| }, | |
| { | |
| "epoch": 0.06196078431372549, | |
| "grad_norm": 5.530167579650879, | |
| "learning_rate": 6.473137772925323e-05, | |
| "loss": 1.0131, | |
| "step": 79 | |
| }, | |
| { | |
| "epoch": 0.06274509803921569, | |
| "grad_norm": 6.529147624969482, | |
| "learning_rate": 6.458165299403281e-05, | |
| "loss": 1.026, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 0.06352941176470588, | |
| "grad_norm": 4.573212623596191, | |
| "learning_rate": 6.443000874774177e-05, | |
| "loss": 0.6019, | |
| "step": 81 | |
| }, | |
| { | |
| "epoch": 0.06431372549019608, | |
| "grad_norm": 6.415572166442871, | |
| "learning_rate": 6.427645483035793e-05, | |
| "loss": 1.2427, | |
| "step": 82 | |
| }, | |
| { | |
| "epoch": 0.06509803921568627, | |
| "grad_norm": 12.587393760681152, | |
| "learning_rate": 6.412100120577495e-05, | |
| "loss": 0.8412, | |
| "step": 83 | |
| }, | |
| { | |
| "epoch": 0.06588235294117648, | |
| "grad_norm": 8.243964195251465, | |
| "learning_rate": 6.396365796115574e-05, | |
| "loss": 1.4314, | |
| "step": 84 | |
| }, | |
| { | |
| "epoch": 0.06666666666666667, | |
| "grad_norm": 10.298484802246094, | |
| "learning_rate": 6.380443530627796e-05, | |
| "loss": 1.471, | |
| "step": 85 | |
| }, | |
| { | |
| "epoch": 0.06745098039215686, | |
| "grad_norm": 7.470930099487305, | |
| "learning_rate": 6.364334357287154e-05, | |
| "loss": 1.6067, | |
| "step": 86 | |
| }, | |
| { | |
| "epoch": 0.06823529411764706, | |
| "grad_norm": 7.880890846252441, | |
| "learning_rate": 6.348039321394819e-05, | |
| "loss": 1.7093, | |
| "step": 87 | |
| }, | |
| { | |
| "epoch": 0.06901960784313725, | |
| "grad_norm": 8.50384521484375, | |
| "learning_rate": 6.331559480312315e-05, | |
| "loss": 1.5957, | |
| "step": 88 | |
| }, | |
| { | |
| "epoch": 0.06980392156862746, | |
| "grad_norm": 11.584599494934082, | |
| "learning_rate": 6.314895903392917e-05, | |
| "loss": 2.2822, | |
| "step": 89 | |
| }, | |
| { | |
| "epoch": 0.07058823529411765, | |
| "grad_norm": 8.506998062133789, | |
| "learning_rate": 6.298049671912254e-05, | |
| "loss": 1.3157, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 0.07137254901960784, | |
| "grad_norm": 8.96076488494873, | |
| "learning_rate": 6.281021878998139e-05, | |
| "loss": 1.399, | |
| "step": 91 | |
| }, | |
| { | |
| "epoch": 0.07215686274509804, | |
| "grad_norm": 7.781743049621582, | |
| "learning_rate": 6.263813629559657e-05, | |
| "loss": 1.3365, | |
| "step": 92 | |
| }, | |
| { | |
| "epoch": 0.07294117647058823, | |
| "grad_norm": 11.301823616027832, | |
| "learning_rate": 6.246426040215451e-05, | |
| "loss": 1.931, | |
| "step": 93 | |
| }, | |
| { | |
| "epoch": 0.07372549019607844, | |
| "grad_norm": 14.643918991088867, | |
| "learning_rate": 6.228860239221277e-05, | |
| "loss": 1.949, | |
| "step": 94 | |
| }, | |
| { | |
| "epoch": 0.07450980392156863, | |
| "grad_norm": 12.800115585327148, | |
| "learning_rate": 6.21111736639679e-05, | |
| "loss": 1.9397, | |
| "step": 95 | |
| }, | |
| { | |
| "epoch": 0.07529411764705882, | |
| "grad_norm": 15.508123397827148, | |
| "learning_rate": 6.193198573051581e-05, | |
| "loss": 2.5479, | |
| "step": 96 | |
| }, | |
| { | |
| "epoch": 0.07607843137254902, | |
| "grad_norm": 22.137767791748047, | |
| "learning_rate": 6.175105021910468e-05, | |
| "loss": 2.0942, | |
| "step": 97 | |
| }, | |
| { | |
| "epoch": 0.07686274509803921, | |
| "grad_norm": 17.05497169494629, | |
| "learning_rate": 6.156837887038059e-05, | |
| "loss": 2.3568, | |
| "step": 98 | |
| }, | |
| { | |
| "epoch": 0.07764705882352942, | |
| "grad_norm": 18.51692771911621, | |
| "learning_rate": 6.138398353762557e-05, | |
| "loss": 2.4071, | |
| "step": 99 | |
| }, | |
| { | |
| "epoch": 0.0784313725490196, | |
| "grad_norm": 18.45566177368164, | |
| "learning_rate": 6.119787618598853e-05, | |
| "loss": 1.7988, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.0784313725490196, | |
| "eval_loss": 0.4173365831375122, | |
| "eval_runtime": 169.3484, | |
| "eval_samples_per_second": 12.684, | |
| "eval_steps_per_second": 3.171, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.0792156862745098, | |
| "grad_norm": 4.533246040344238, | |
| "learning_rate": 6.101006889170879e-05, | |
| "loss": 3.0858, | |
| "step": 101 | |
| }, | |
| { | |
| "epoch": 0.08, | |
| "grad_norm": 3.2407262325286865, | |
| "learning_rate": 6.0820573841332556e-05, | |
| "loss": 1.9589, | |
| "step": 102 | |
| }, | |
| { | |
| "epoch": 0.08078431372549019, | |
| "grad_norm": 2.6930501461029053, | |
| "learning_rate": 6.062940333092207e-05, | |
| "loss": 1.269, | |
| "step": 103 | |
| }, | |
| { | |
| "epoch": 0.0815686274509804, | |
| "grad_norm": 2.588240146636963, | |
| "learning_rate": 6.043656976525781e-05, | |
| "loss": 1.2504, | |
| "step": 104 | |
| }, | |
| { | |
| "epoch": 0.08235294117647059, | |
| "grad_norm": 3.165269374847412, | |
| "learning_rate": 6.0242085657033506e-05, | |
| "loss": 1.6896, | |
| "step": 105 | |
| }, | |
| { | |
| "epoch": 0.08313725490196078, | |
| "grad_norm": 2.964270830154419, | |
| "learning_rate": 6.004596362604423e-05, | |
| "loss": 1.2404, | |
| "step": 106 | |
| }, | |
| { | |
| "epoch": 0.08392156862745098, | |
| "grad_norm": 3.3895821571350098, | |
| "learning_rate": 5.9848216398367535e-05, | |
| "loss": 1.2462, | |
| "step": 107 | |
| }, | |
| { | |
| "epoch": 0.08470588235294117, | |
| "grad_norm": 3.5753889083862305, | |
| "learning_rate": 5.964885680553763e-05, | |
| "loss": 1.4962, | |
| "step": 108 | |
| }, | |
| { | |
| "epoch": 0.08549019607843138, | |
| "grad_norm": 3.2786760330200195, | |
| "learning_rate": 5.94478977837128e-05, | |
| "loss": 1.5371, | |
| "step": 109 | |
| }, | |
| { | |
| "epoch": 0.08627450980392157, | |
| "grad_norm": 3.7601850032806396, | |
| "learning_rate": 5.9245352372835974e-05, | |
| "loss": 1.1844, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 0.08705882352941176, | |
| "grad_norm": 3.1973512172698975, | |
| "learning_rate": 5.9041233715788624e-05, | |
| "loss": 1.1938, | |
| "step": 111 | |
| }, | |
| { | |
| "epoch": 0.08784313725490196, | |
| "grad_norm": 3.321074962615967, | |
| "learning_rate": 5.88355550575379e-05, | |
| "loss": 1.3623, | |
| "step": 112 | |
| }, | |
| { | |
| "epoch": 0.08862745098039215, | |
| "grad_norm": 3.9187910556793213, | |
| "learning_rate": 5.862832974427716e-05, | |
| "loss": 1.2505, | |
| "step": 113 | |
| }, | |
| { | |
| "epoch": 0.08941176470588236, | |
| "grad_norm": 3.5713284015655518, | |
| "learning_rate": 5.8419571222560034e-05, | |
| "loss": 1.2605, | |
| "step": 114 | |
| }, | |
| { | |
| "epoch": 0.09019607843137255, | |
| "grad_norm": 3.8370423316955566, | |
| "learning_rate": 5.8209293038427824e-05, | |
| "loss": 1.1408, | |
| "step": 115 | |
| }, | |
| { | |
| "epoch": 0.09098039215686274, | |
| "grad_norm": 4.057117938995361, | |
| "learning_rate": 5.7997508836530576e-05, | |
| "loss": 1.4296, | |
| "step": 116 | |
| }, | |
| { | |
| "epoch": 0.09176470588235294, | |
| "grad_norm": 5.31479024887085, | |
| "learning_rate": 5.778423235924163e-05, | |
| "loss": 1.3345, | |
| "step": 117 | |
| }, | |
| { | |
| "epoch": 0.09254901960784313, | |
| "grad_norm": 4.572357177734375, | |
| "learning_rate": 5.7569477445765964e-05, | |
| "loss": 1.1513, | |
| "step": 118 | |
| }, | |
| { | |
| "epoch": 0.09333333333333334, | |
| "grad_norm": 5.681028366088867, | |
| "learning_rate": 5.735325803124217e-05, | |
| "loss": 1.4338, | |
| "step": 119 | |
| }, | |
| { | |
| "epoch": 0.09411764705882353, | |
| "grad_norm": 4.767769813537598, | |
| "learning_rate": 5.71355881458382e-05, | |
| "loss": 1.3424, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 0.09490196078431372, | |
| "grad_norm": 6.746960639953613, | |
| "learning_rate": 5.6916481913840975e-05, | |
| "loss": 1.3405, | |
| "step": 121 | |
| }, | |
| { | |
| "epoch": 0.09568627450980392, | |
| "grad_norm": 4.564548492431641, | |
| "learning_rate": 5.669595355273991e-05, | |
| "loss": 1.2797, | |
| "step": 122 | |
| }, | |
| { | |
| "epoch": 0.09647058823529411, | |
| "grad_norm": 4.359226703643799, | |
| "learning_rate": 5.64740173723043e-05, | |
| "loss": 1.006, | |
| "step": 123 | |
| }, | |
| { | |
| "epoch": 0.09725490196078432, | |
| "grad_norm": 5.169023036956787, | |
| "learning_rate": 5.625068777365489e-05, | |
| "loss": 1.1459, | |
| "step": 124 | |
| }, | |
| { | |
| "epoch": 0.09803921568627451, | |
| "grad_norm": 5.223190784454346, | |
| "learning_rate": 5.6025979248329255e-05, | |
| "loss": 1.2089, | |
| "step": 125 | |
| }, | |
| { | |
| "epoch": 0.0988235294117647, | |
| "grad_norm": 6.859619617462158, | |
| "learning_rate": 5.579990637734161e-05, | |
| "loss": 0.9527, | |
| "step": 126 | |
| }, | |
| { | |
| "epoch": 0.0996078431372549, | |
| "grad_norm": 4.413240432739258, | |
| "learning_rate": 5.557248383023655e-05, | |
| "loss": 0.9772, | |
| "step": 127 | |
| }, | |
| { | |
| "epoch": 0.1003921568627451, | |
| "grad_norm": 6.224684238433838, | |
| "learning_rate": 5.5343726364137276e-05, | |
| "loss": 1.0011, | |
| "step": 128 | |
| }, | |
| { | |
| "epoch": 0.1011764705882353, | |
| "grad_norm": 5.601330280303955, | |
| "learning_rate": 5.511364882278793e-05, | |
| "loss": 1.249, | |
| "step": 129 | |
| }, | |
| { | |
| "epoch": 0.10196078431372549, | |
| "grad_norm": 5.103614807128906, | |
| "learning_rate": 5.488226613559045e-05, | |
| "loss": 1.1634, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 0.1027450980392157, | |
| "grad_norm": 7.077230453491211, | |
| "learning_rate": 5.464959331663583e-05, | |
| "loss": 1.5048, | |
| "step": 131 | |
| }, | |
| { | |
| "epoch": 0.10352941176470588, | |
| "grad_norm": 5.399044990539551, | |
| "learning_rate": 5.4415645463729855e-05, | |
| "loss": 1.0851, | |
| "step": 132 | |
| }, | |
| { | |
| "epoch": 0.10431372549019607, | |
| "grad_norm": 7.850146770477295, | |
| "learning_rate": 5.4180437757413455e-05, | |
| "loss": 1.1617, | |
| "step": 133 | |
| }, | |
| { | |
| "epoch": 0.10509803921568628, | |
| "grad_norm": 5.438139915466309, | |
| "learning_rate": 5.394398545997759e-05, | |
| "loss": 0.9825, | |
| "step": 134 | |
| }, | |
| { | |
| "epoch": 0.10588235294117647, | |
| "grad_norm": 5.945227146148682, | |
| "learning_rate": 5.370630391447303e-05, | |
| "loss": 1.165, | |
| "step": 135 | |
| }, | |
| { | |
| "epoch": 0.10666666666666667, | |
| "grad_norm": 7.722451686859131, | |
| "learning_rate": 5.346740854371464e-05, | |
| "loss": 1.9443, | |
| "step": 136 | |
| }, | |
| { | |
| "epoch": 0.10745098039215686, | |
| "grad_norm": 7.847848892211914, | |
| "learning_rate": 5.322731484928068e-05, | |
| "loss": 1.4477, | |
| "step": 137 | |
| }, | |
| { | |
| "epoch": 0.10823529411764705, | |
| "grad_norm": 8.356393814086914, | |
| "learning_rate": 5.29860384105069e-05, | |
| "loss": 1.6004, | |
| "step": 138 | |
| }, | |
| { | |
| "epoch": 0.10901960784313726, | |
| "grad_norm": 8.85940170288086, | |
| "learning_rate": 5.2743594883475664e-05, | |
| "loss": 1.4381, | |
| "step": 139 | |
| }, | |
| { | |
| "epoch": 0.10980392156862745, | |
| "grad_norm": 8.563812255859375, | |
| "learning_rate": 5.2499999999999995e-05, | |
| "loss": 1.5443, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 0.11058823529411765, | |
| "grad_norm": 8.796785354614258, | |
| "learning_rate": 5.225526956660281e-05, | |
| "loss": 1.5716, | |
| "step": 141 | |
| }, | |
| { | |
| "epoch": 0.11137254901960784, | |
| "grad_norm": 11.239343643188477, | |
| "learning_rate": 5.200941946349121e-05, | |
| "loss": 2.2336, | |
| "step": 142 | |
| }, | |
| { | |
| "epoch": 0.11215686274509803, | |
| "grad_norm": 10.173134803771973, | |
| "learning_rate": 5.176246564352607e-05, | |
| "loss": 1.8621, | |
| "step": 143 | |
| }, | |
| { | |
| "epoch": 0.11294117647058824, | |
| "grad_norm": 7.808456897735596, | |
| "learning_rate": 5.1514424131186865e-05, | |
| "loss": 1.3717, | |
| "step": 144 | |
| }, | |
| { | |
| "epoch": 0.11372549019607843, | |
| "grad_norm": 11.386785507202148, | |
| "learning_rate": 5.12653110215319e-05, | |
| "loss": 1.9377, | |
| "step": 145 | |
| }, | |
| { | |
| "epoch": 0.11450980392156863, | |
| "grad_norm": 11.134692192077637, | |
| "learning_rate": 5.101514247915384e-05, | |
| "loss": 2.1051, | |
| "step": 146 | |
| }, | |
| { | |
| "epoch": 0.11529411764705882, | |
| "grad_norm": 11.531853675842285, | |
| "learning_rate": 5.0763934737130886e-05, | |
| "loss": 2.1194, | |
| "step": 147 | |
| }, | |
| { | |
| "epoch": 0.11607843137254902, | |
| "grad_norm": 12.823151588439941, | |
| "learning_rate": 5.0511704095973445e-05, | |
| "loss": 2.008, | |
| "step": 148 | |
| }, | |
| { | |
| "epoch": 0.11686274509803922, | |
| "grad_norm": 14.165589332580566, | |
| "learning_rate": 5.0258466922566345e-05, | |
| "loss": 2.579, | |
| "step": 149 | |
| }, | |
| { | |
| "epoch": 0.11764705882352941, | |
| "grad_norm": 22.23053741455078, | |
| "learning_rate": 5.000423964910689e-05, | |
| "loss": 2.1285, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.11843137254901961, | |
| "grad_norm": 3.6735522747039795, | |
| "learning_rate": 4.974903877203852e-05, | |
| "loss": 3.2373, | |
| "step": 151 | |
| }, | |
| { | |
| "epoch": 0.1192156862745098, | |
| "grad_norm": 2.631013870239258, | |
| "learning_rate": 4.949288085098041e-05, | |
| "loss": 1.7498, | |
| "step": 152 | |
| }, | |
| { | |
| "epoch": 0.12, | |
| "grad_norm": 2.442901372909546, | |
| "learning_rate": 4.9235782507653006e-05, | |
| "loss": 1.7117, | |
| "step": 153 | |
| }, | |
| { | |
| "epoch": 0.1207843137254902, | |
| "grad_norm": 2.393778085708618, | |
| "learning_rate": 4.897776042479934e-05, | |
| "loss": 1.3329, | |
| "step": 154 | |
| }, | |
| { | |
| "epoch": 0.12156862745098039, | |
| "grad_norm": 2.4069385528564453, | |
| "learning_rate": 4.8718831345102625e-05, | |
| "loss": 1.3254, | |
| "step": 155 | |
| }, | |
| { | |
| "epoch": 0.1223529411764706, | |
| "grad_norm": 2.7312748432159424, | |
| "learning_rate": 4.845901207009978e-05, | |
| "loss": 1.1983, | |
| "step": 156 | |
| }, | |
| { | |
| "epoch": 0.12313725490196079, | |
| "grad_norm": 2.8144845962524414, | |
| "learning_rate": 4.819831945909121e-05, | |
| "loss": 1.1755, | |
| "step": 157 | |
| }, | |
| { | |
| "epoch": 0.12392156862745098, | |
| "grad_norm": 3.241198778152466, | |
| "learning_rate": 4.793677042804688e-05, | |
| "loss": 1.1232, | |
| "step": 158 | |
| }, | |
| { | |
| "epoch": 0.12470588235294118, | |
| "grad_norm": 3.7568423748016357, | |
| "learning_rate": 4.767438194850858e-05, | |
| "loss": 1.4093, | |
| "step": 159 | |
| }, | |
| { | |
| "epoch": 0.12549019607843137, | |
| "grad_norm": 3.8611888885498047, | |
| "learning_rate": 4.741117104648874e-05, | |
| "loss": 1.3189, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 0.12627450980392158, | |
| "grad_norm": 3.7197554111480713, | |
| "learning_rate": 4.71471548013656e-05, | |
| "loss": 1.4241, | |
| "step": 161 | |
| }, | |
| { | |
| "epoch": 0.12705882352941175, | |
| "grad_norm": 3.673598527908325, | |
| "learning_rate": 4.688235034477495e-05, | |
| "loss": 1.2979, | |
| "step": 162 | |
| }, | |
| { | |
| "epoch": 0.12784313725490196, | |
| "grad_norm": 3.9346017837524414, | |
| "learning_rate": 4.6616774859498493e-05, | |
| "loss": 1.4983, | |
| "step": 163 | |
| }, | |
| { | |
| "epoch": 0.12862745098039216, | |
| "grad_norm": 3.7387478351593018, | |
| "learning_rate": 4.635044557834889e-05, | |
| "loss": 1.5969, | |
| "step": 164 | |
| }, | |
| { | |
| "epoch": 0.12941176470588237, | |
| "grad_norm": 4.286586284637451, | |
| "learning_rate": 4.6083379783051544e-05, | |
| "loss": 1.1618, | |
| "step": 165 | |
| }, | |
| { | |
| "epoch": 0.13019607843137254, | |
| "grad_norm": 3.6195132732391357, | |
| "learning_rate": 4.581559480312316e-05, | |
| "loss": 1.3013, | |
| "step": 166 | |
| }, | |
| { | |
| "epoch": 0.13098039215686275, | |
| "grad_norm": 3.9469423294067383, | |
| "learning_rate": 4.554710801474736e-05, | |
| "loss": 1.2563, | |
| "step": 167 | |
| }, | |
| { | |
| "epoch": 0.13176470588235295, | |
| "grad_norm": 3.9838595390319824, | |
| "learning_rate": 4.527793683964708e-05, | |
| "loss": 1.084, | |
| "step": 168 | |
| }, | |
| { | |
| "epoch": 0.13254901960784313, | |
| "grad_norm": 4.2628021240234375, | |
| "learning_rate": 4.5008098743954114e-05, | |
| "loss": 1.1541, | |
| "step": 169 | |
| }, | |
| { | |
| "epoch": 0.13333333333333333, | |
| "grad_norm": 4.49942684173584, | |
| "learning_rate": 4.473761123707584e-05, | |
| "loss": 1.4258, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 0.13411764705882354, | |
| "grad_norm": 5.674098968505859, | |
| "learning_rate": 4.4466491870558936e-05, | |
| "loss": 1.8754, | |
| "step": 171 | |
| }, | |
| { | |
| "epoch": 0.1349019607843137, | |
| "grad_norm": 5.979763984680176, | |
| "learning_rate": 4.419475823695054e-05, | |
| "loss": 1.3147, | |
| "step": 172 | |
| }, | |
| { | |
| "epoch": 0.13568627450980392, | |
| "grad_norm": 4.832103252410889, | |
| "learning_rate": 4.392242796865676e-05, | |
| "loss": 1.2014, | |
| "step": 173 | |
| }, | |
| { | |
| "epoch": 0.13647058823529412, | |
| "grad_norm": 4.375277996063232, | |
| "learning_rate": 4.364951873679843e-05, | |
| "loss": 1.1941, | |
| "step": 174 | |
| }, | |
| { | |
| "epoch": 0.13725490196078433, | |
| "grad_norm": 4.7891526222229, | |
| "learning_rate": 4.337604825006452e-05, | |
| "loss": 1.1638, | |
| "step": 175 | |
| }, | |
| { | |
| "epoch": 0.1380392156862745, | |
| "grad_norm": 5.445965766906738, | |
| "learning_rate": 4.310203425356301e-05, | |
| "loss": 1.054, | |
| "step": 176 | |
| }, | |
| { | |
| "epoch": 0.1388235294117647, | |
| "grad_norm": 4.09723424911499, | |
| "learning_rate": 4.282749452766945e-05, | |
| "loss": 0.6077, | |
| "step": 177 | |
| }, | |
| { | |
| "epoch": 0.1396078431372549, | |
| "grad_norm": 5.525692939758301, | |
| "learning_rate": 4.255244688687321e-05, | |
| "loss": 1.0198, | |
| "step": 178 | |
| }, | |
| { | |
| "epoch": 0.1403921568627451, | |
| "grad_norm": 5.302620887756348, | |
| "learning_rate": 4.227690917862157e-05, | |
| "loss": 0.9727, | |
| "step": 179 | |
| }, | |
| { | |
| "epoch": 0.1411764705882353, | |
| "grad_norm": 4.293851375579834, | |
| "learning_rate": 4.200089928216155e-05, | |
| "loss": 0.7823, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 0.1419607843137255, | |
| "grad_norm": 6.371180057525635, | |
| "learning_rate": 4.1724435107379795e-05, | |
| "loss": 1.2332, | |
| "step": 181 | |
| }, | |
| { | |
| "epoch": 0.14274509803921567, | |
| "grad_norm": 7.856477737426758, | |
| "learning_rate": 4.14475345936404e-05, | |
| "loss": 1.3729, | |
| "step": 182 | |
| }, | |
| { | |
| "epoch": 0.14352941176470588, | |
| "grad_norm": 4.569979190826416, | |
| "learning_rate": 4.1170215708620915e-05, | |
| "loss": 0.8416, | |
| "step": 183 | |
| }, | |
| { | |
| "epoch": 0.14431372549019608, | |
| "grad_norm": 6.07737398147583, | |
| "learning_rate": 4.089249644714634e-05, | |
| "loss": 1.4574, | |
| "step": 184 | |
| }, | |
| { | |
| "epoch": 0.1450980392156863, | |
| "grad_norm": 6.413763523101807, | |
| "learning_rate": 4.0614394830021604e-05, | |
| "loss": 1.5253, | |
| "step": 185 | |
| }, | |
| { | |
| "epoch": 0.14588235294117646, | |
| "grad_norm": 5.022174835205078, | |
| "learning_rate": 4.0335928902862086e-05, | |
| "loss": 0.9277, | |
| "step": 186 | |
| }, | |
| { | |
| "epoch": 0.14666666666666667, | |
| "grad_norm": 7.028177261352539, | |
| "learning_rate": 4.005711673492274e-05, | |
| "loss": 1.6335, | |
| "step": 187 | |
| }, | |
| { | |
| "epoch": 0.14745098039215687, | |
| "grad_norm": 7.276490211486816, | |
| "learning_rate": 3.977797641792561e-05, | |
| "loss": 1.3358, | |
| "step": 188 | |
| }, | |
| { | |
| "epoch": 0.14823529411764705, | |
| "grad_norm": 8.936336517333984, | |
| "learning_rate": 3.9498526064885806e-05, | |
| "loss": 1.8587, | |
| "step": 189 | |
| }, | |
| { | |
| "epoch": 0.14901960784313725, | |
| "grad_norm": 9.971092224121094, | |
| "learning_rate": 3.92187838089363e-05, | |
| "loss": 1.9026, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 0.14980392156862746, | |
| "grad_norm": 8.014878273010254, | |
| "learning_rate": 3.893876780215119e-05, | |
| "loss": 1.6085, | |
| "step": 191 | |
| }, | |
| { | |
| "epoch": 0.15058823529411763, | |
| "grad_norm": 9.771968841552734, | |
| "learning_rate": 3.865849621436787e-05, | |
| "loss": 1.8793, | |
| "step": 192 | |
| }, | |
| { | |
| "epoch": 0.15137254901960784, | |
| "grad_norm": 11.60059928894043, | |
| "learning_rate": 3.8377987232008025e-05, | |
| "loss": 1.8012, | |
| "step": 193 | |
| }, | |
| { | |
| "epoch": 0.15215686274509804, | |
| "grad_norm": 9.739047050476074, | |
| "learning_rate": 3.809725905689754e-05, | |
| "loss": 1.9012, | |
| "step": 194 | |
| }, | |
| { | |
| "epoch": 0.15294117647058825, | |
| "grad_norm": 12.654723167419434, | |
| "learning_rate": 3.781632990508541e-05, | |
| "loss": 2.3507, | |
| "step": 195 | |
| }, | |
| { | |
| "epoch": 0.15372549019607842, | |
| "grad_norm": 11.12818717956543, | |
| "learning_rate": 3.7535218005661685e-05, | |
| "loss": 1.877, | |
| "step": 196 | |
| }, | |
| { | |
| "epoch": 0.15450980392156863, | |
| "grad_norm": 13.460821151733398, | |
| "learning_rate": 3.7253941599574675e-05, | |
| "loss": 2.0457, | |
| "step": 197 | |
| }, | |
| { | |
| "epoch": 0.15529411764705883, | |
| "grad_norm": 16.934213638305664, | |
| "learning_rate": 3.6972518938447306e-05, | |
| "loss": 2.5687, | |
| "step": 198 | |
| }, | |
| { | |
| "epoch": 0.156078431372549, | |
| "grad_norm": 17.341718673706055, | |
| "learning_rate": 3.6690968283392746e-05, | |
| "loss": 2.6656, | |
| "step": 199 | |
| }, | |
| { | |
| "epoch": 0.1568627450980392, | |
| "grad_norm": 13.909801483154297, | |
| "learning_rate": 3.640930790382953e-05, | |
| "loss": 2.0502, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.1568627450980392, | |
| "eval_loss": 0.36784711480140686, | |
| "eval_runtime": 169.7291, | |
| "eval_samples_per_second": 12.655, | |
| "eval_steps_per_second": 3.164, | |
| "step": 200 | |
| } | |
| ], | |
| "logging_steps": 1, | |
| "max_steps": 400, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 1, | |
| "save_steps": 100, | |
| "stateful_callbacks": { | |
| "EarlyStoppingCallback": { | |
| "args": { | |
| "early_stopping_patience": 4, | |
| "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": 3.030141694503813e+17, | |
| "train_batch_size": 8, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |