generated_from_trainer

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bart-base-paraphrasing

This model is a fine-tuned version of facebook/bart-base on the None dataset. It achieves the following results on the evaluation set:

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

Training results

Training Loss Epoch Step Validation Loss Rouge1 Rouge2 Rougel Rougelsum Gen Len
1.272100 15 1 0.728453 35.610300 28.460200 33.443200 34.660100 19.957500
0.828400 30 1 0.672391 35.944600 29.183200 33.994800 35.159600 19.961500
0.750400 45 1 0.621431 36.373600 29.659600 34.441700 35.605300 19.977000
0.728900 60 1 0.597063 36.034900 29.380400 34.177700 35.257100 19.970500
0.699800 75 1 0.585529 35.308700 28.488400 33.353300 34.456300 19.971500
0.698900 90 1 0.560137 35.956300 29.453500 34.155300 35.154300 19.970500
0.669100 105 1 0.555273 36.017400 29.399500 34.099400 35.162900 19.972500
0.637600 120 1 0.551375 36.357600 29.783200 34.549300 35.561400 19.976000
0.653500 135 1 0.530873 36.578900 30.080800 34.764800 35.789300 19.970000
0.597800 150 1 0.528142 36.219800 29.791800 34.459700 35.407700 19.974000
0.626600 165 1 0.510571 36.251200 29.698900 34.422100 35.432400 19.972500
0.585100 180 1 0.504067 36.191500 29.743700 34.408400 35.401300 19.969000
0.576700 195 1 0.495318 36.648900 30.248700 34.869300 35.885300 19.974000
0.549200 210 1 0.494409 36.392600 30.035800 34.577200 35.623000 19.972000
0.570000 225 1 0.479456 36.339100 29.928200 34.589300 35.569900 19.965500
0.550600 240 1 0.473431 36.646300 30.312000 34.851800 35.861300 19.964500
0.566200 255 1 0.471991 36.514700 30.070500 34.630700 35.685000 19.968500
0.539100 270 1 0.459127 36.328600 29.984900 34.568200 35.487200 19.968500
0.527300 285 1 0.449097 36.541300 30.132600 34.705300 35.714000 19.968500
0.521300 300 2 0.448960 35.926800 29.508400 34.115800 35.147400 19.973000
0.471900 315 2 0.443209 36.748400 30.365400 34.966500 35.956900 19.968500
0.499300 330 2 0.439178 36.783700 30.461400 35.037900 36.023900 19.968500
0.473100 345 2 0.422886 36.773600 30.514500 35.021000 35.998200 19.973500
0.459500 360 2 0.422479 37.235700 30.945100 35.394200 36.474400 19.970000
0.454900 375 2 0.421957 36.685800 30.390300 34.903800 35.925700 19.968500
0.456400 390 2 0.427490 36.233400 29.811500 34.441800 35.424200 19.971000
0.446300 405 2 0.420770 36.860900 30.457600 35.035000 36.068700 19.968500
0.462600 420 2 0.421138 36.468000 29.979500 34.586800 35.633500 19.971000
0.432000 435 2 0.411133 37.028300 30.761300 35.271100 36.271500 19.971500
0.470200 450 2 0.411541 36.740200 30.499000 34.988000 35.977300 19.968000
0.447200 465 2 0.402041 37.204600 30.997600 35.446300 36.492300 19.960500
0.461100 480 2 0.409818 36.912900 30.706900 35.156600 36.150000 19.966500
0.448500 495 2 0.412397 36.813800 30.550000 35.086000 36.037500 19.965000
0.440700 510 2 0.409341 36.976300 30.703900 35.230000 36.203300 19.968000
0.463100 525 2 0.409853 37.053500 30.862000 35.364300 36.332600 19.971000
0.460100 540 2 0.405348 36.580600 30.349600 34.859000 35.823700 19.966000
0.449700 555 2 0.404055 36.880000 30.500300 34.966900 36.023600 19.973500
0.445900 570 2 0.401167 37.105100 30.894400 35.349100 36.337700 19.969500
0.473600 585 2 0.401274 36.506000 30.272000 34.790700 35.759000 19.971000
0.435400 600 3 0.404944 37.093100 30.850100 35.391800 36.369500 19.971500
0.414500 615 3 0.400146 36.936300 30.789200 35.195400 36.203700 19.966500
0.395000 630 3 0.400189 37.110100 30.915400 35.420800 36.338100 19.966500
0.405000 645 3 0.401724 36.860300 30.623400 35.093600 36.080900 19.969500
0.403400 660 3 0.405606 36.777100 30.546200 35.065500 36.000200 19.969500
0.398700 675 3 0.403438 36.531700 30.283400 34.829400 35.730400 19.969500
0.398900 690 3 0.396970 36.871100 30.672100 35.157400 36.047400 19.970000
0.378900 705 3 0.413375 37.082500 30.848200 35.339000 36.312200 19.966000
0.391600 720 3 0.395604 37.091600 30.925600 35.404200 36.360200 19.969500
0.374400 735 3 0.398041 37.287600 31.112700 35.548900 36.543700 19.969000
0.390600 750 3 0.399400 37.050800 30.844900 35.278000 36.281900 19.969500
0.398800 765 3 0.391213 37.260900 31.090300 35.493200 36.499800 19.961500
0.391300 780 3 0.392255 37.062100 30.859300 35.327400 36.311500 19.968000
0.414400 795 3 0.390236 37.043600 30.738100 35.249800 36.285500 19.968000
0.369700 810 3 0.390666 36.889500 30.710500 35.129200 36.129500 19.968000
0.372800 825 3 0.389744 37.012200 30.853800 35.225400 36.279300 19.966000
0.380400 840 3 0.389610 36.834300 30.671600 35.048900 36.063700 19.966000
0.369000 855 3 0.385031 37.137800 31.043000 35.421100 36.393500 19.964500
0.386700 870 3 0.394869 36.993300 30.773100 35.204100 36.215400 19.966000
0.389100 885 3 0.387872 36.994300 30.764100 35.276000 36.250300 19.969500
0.381400 900 4 0.384406 37.118600 30.899300 35.351600 36.380200 19.969500
0.372500 915 4 0.386666 37.036800 31.053500 35.317800 36.293100 19.966000
0.351100 930 4 0.390876 36.950600 30.806400 35.247800 36.190500 19.963000
0.349200 945 4 0.391693 37.173400 31.020000 35.406700 36.414900 19.966000
0.350500 960 4 0.383120 37.257700 31.094200 35.502400 36.498700 19.966000
0.390000 975 4 0.384534 37.103900 30.999200 35.392100 36.383800 19.966000
0.343500 990 4 0.384099 37.074300 30.941700 35.361400 36.334900 19.969500
0.347800 1005 4 0.387656 37.011900 30.834300 35.252600 36.246700 19.968
0.359200 1020 4 0.385008 37.240300 31.078300 35.499300 36.470500 19.968
0.344100 1035 4 0.384319 37.118000 31.010800 35.419600 36.401000 19.966
0.344200 1050 4 0.390927 36.891900 30.697800 35.141600 36.116600 19.969
0.353900 1065 4 0.384563 36.790300 30.613100 35.060500 36.012600 19.969
0.354300 1080 4 0.380220 37.132800 31.021100 35.420000 36.377800 19.964
0.348800 1095 4 0.381104 37.158700 31.000300 35.437500 36.430800 19.961
0.349900 1110 4 0.385718 37.154600 30.992800 35.406500 36.413500 19.966
0.349200 1125 4 0.382857 37.023900 30.929500 35.318300 36.293200 19.970
0.351800 1140 4 0.380331 37.171800 31.037000 35.480200 36.478400 19.965
0.348700 1155 4 0.384382 37.249000 31.114500 35.577100 36.544200 19.970
0.325800 1170 4 0.382947 37.177400 31.042000 35.460600 36.450300 19.968
0.351700 1185 4 0.379098 37.160700 30.966800 35.463100 36.449000 19.969
0.329400 1200 5 0.379832 37.211700 31.117400 35.520400 36.500100 19.965
0.309000 1215 5 0.383461 37.303500 31.183800 35.599000 36.614000 19.970
0.321000 1230 5 0.380275 37.177500 31.081100 35.462400 36.473800 19.963
0.309200 1245 5 0.381899 37.235800 31.197100 35.568800 36.528000 19.966
0.326700 1260 5 0.381356 37.410200 31.257300 35.671300 36.697000 19.969
0.324700 1275 5 0.378781 37.407900 31.322100 35.681000 36.683100 19.965
0.303200 1290 5 0.381087 37.355700 31.308400 35.665500 36.628000 19.965
0.335000 1305 5 0.380627 37.274800 31.243800 35.603400 36.559800 19.966
0.349300 1320 5 0.376487 37.299100 31.221000 35.611200 36.573400 19.963
0.302400 1335 5 0.380785 37.333500 31.293000 35.679900 36.650200 19.966
0.309400 1350 5 0.381105 37.280400 31.195800 35.611700 36.565100 19.969
0.322900 1365 5 0.379658 37.368200 31.276900 35.680000 36.654900 19.969
0.334700 1380 5 0.381676 37.362700 31.288900 35.680600 36.643600 19.968
0.323700 1395 5 0.379920 37.312300 31.204800 35.614800 36.583400 19.968
0.334700 1410 5 0.379366 37.310300 31.205600 35.636400 36.595200 19.969
0.327300 1425 5 0.378289 37.275400 31.172700 35.575500 36.549500 19.969
0.326400 1440 5 0.378255 37.270000 31.164000 35.582100 36.543800 19.969
0.326600 1455 5 0.377739 37.300000 31.205400 35.621500 36.586100 19.969
0.335700 1470 5 0.377524 37.287400 31.189800 35.608700 36.578000 19.970
0.309600 1485 5 0.377617 37.346600 31.232000 35.649300 36.620700 19.969

Framework versions