t5-small-finetuned-thai-informal-to-formal
This model is a fine-tuned version of t5-small on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.3091
- Bleu: 20.5964
- Gen Len: 19.9981
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:
- learning_rate: 2e-05
- train_batch_size: 32
- eval_batch_size: 32
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 300
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
|---|---|---|---|---|---|
| 2.2862 | 1.0 | 1011 | 2.2028 | 31.6678 | 20.0 |
| 2.1228 | 2.0 | 2022 | 2.0339 | 32.3643 | 20.0 |
| 2.0581 | 3.0 | 3033 | 1.9386 | 32.3784 | 20.0 |
| 1.9714 | 4.0 | 4044 | 1.8899 | 31.9728 | 20.0 |
| 1.9169 | 5.0 | 5055 | 1.8318 | 32.1064 | 20.0 |
| 1.8969 | 6.0 | 6066 | 1.8005 | 31.4324 | 20.0 |
| 1.8486 | 7.0 | 7077 | 1.7813 | 31.7758 | 20.0 |
| 1.802 | 8.0 | 8088 | 1.7464 | 31.9055 | 20.0 |
| 1.7654 | 9.0 | 9099 | 1.7352 | 31.9598 | 20.0 |
| 1.7439 | 10.0 | 10110 | 1.7009 | 32.1696 | 20.0 |
| 1.7603 | 11.0 | 11121 | 1.6873 | 31.8118 | 20.0 |
| 1.7288 | 12.0 | 12132 | 1.6678 | 31.5711 | 20.0 |
| 1.7004 | 13.0 | 13143 | 1.6482 | 31.4575 | 20.0 |
| 1.6851 | 14.0 | 14154 | 1.6374 | 31.9579 | 20.0 |
| 1.6497 | 15.0 | 15165 | 1.6290 | 31.4299 | 20.0 |
| 1.656 | 16.0 | 16176 | 1.6130 | 31.2145 | 20.0 |
| 1.6423 | 17.0 | 17187 | 1.5931 | 31.365 | 20.0 |
| 1.6024 | 18.0 | 18198 | 1.5797 | 31.2247 | 20.0 |
| 1.6064 | 19.0 | 19209 | 1.5736 | 31.1535 | 20.0 |
| 1.5974 | 20.0 | 20220 | 1.5609 | 31.431 | 20.0 |
| 1.5961 | 21.0 | 21231 | 1.5578 | 30.9905 | 20.0 |
| 1.5621 | 22.0 | 22242 | 1.5466 | 30.8979 | 20.0 |
| 1.5307 | 23.0 | 23253 | 1.5285 | 31.277 | 20.0 |
| 1.5359 | 24.0 | 24264 | 1.5370 | 31.4321 | 20.0 |
| 1.5558 | 25.0 | 25275 | 1.5215 | 31.2769 | 20.0 |
| 1.513 | 26.0 | 26286 | 1.5173 | 30.9782 | 19.9997 |
| 1.5241 | 27.0 | 27297 | 1.5105 | 30.6717 | 20.0 |
| 1.5133 | 28.0 | 28308 | 1.4973 | 30.3152 | 20.0 |
| 1.4713 | 29.0 | 29319 | 1.4927 | 30.276 | 19.9997 |
| 1.478 | 30.0 | 30330 | 1.4887 | 30.1004 | 19.9989 |
| 1.4572 | 31.0 | 31341 | 1.4845 | 29.8939 | 19.9983 |
| 1.4485 | 32.0 | 32352 | 1.4653 | 30.0169 | 19.9986 |
| 1.4404 | 33.0 | 33363 | 1.4648 | 28.9061 | 19.9989 |
| 1.4408 | 34.0 | 34374 | 1.4586 | 29.598 | 19.9994 |
| 1.4296 | 35.0 | 35385 | 1.4585 | 28.9821 | 19.9981 |
| 1.408 | 36.0 | 36396 | 1.4517 | 29.6025 | 19.9986 |
| 1.4004 | 37.0 | 37407 | 1.4456 | 27.8564 | 19.9992 |
| 1.3991 | 38.0 | 38418 | 1.4411 | 28.8947 | 19.9994 |
| 1.401 | 39.0 | 39429 | 1.4309 | 27.6809 | 19.9994 |
| 1.391 | 40.0 | 40440 | 1.4278 | 29.1687 | 19.9994 |
| 1.3709 | 41.0 | 41451 | 1.4217 | 28.2947 | 19.9989 |
| 1.3726 | 42.0 | 42462 | 1.4247 | 27.2108 | 19.9983 |
| 1.3702 | 43.0 | 43473 | 1.4144 | 25.9973 | 19.9981 |
| 1.3636 | 44.0 | 44484 | 1.4163 | 26.0146 | 19.9953 |
| 1.3673 | 45.0 | 45495 | 1.4118 | 25.8126 | 19.9978 |
| 1.3539 | 46.0 | 46506 | 1.4076 | 25.5185 | 19.9981 |
| 1.3434 | 47.0 | 47517 | 1.4023 | 26.2123 | 19.9947 |
| 1.3428 | 48.0 | 48528 | 1.4008 | 25.8932 | 19.9955 |
| 1.3325 | 49.0 | 49539 | 1.4003 | 25.7762 | 19.9969 |
| 1.3258 | 50.0 | 50550 | 1.3896 | 24.8206 | 19.9961 |
| 1.3151 | 51.0 | 51561 | 1.3852 | 24.4683 | 19.9978 |
| 1.3035 | 52.0 | 52572 | 1.3843 | 24.9821 | 19.9992 |
| 1.2931 | 53.0 | 53583 | 1.3847 | 24.715 | 19.9989 |
| 1.2707 | 54.0 | 54594 | 1.3776 | 24.4374 | 19.9986 |
| 1.2792 | 55.0 | 55605 | 1.3801 | 23.7683 | 19.9967 |
| 1.284 | 56.0 | 56616 | 1.3781 | 23.6961 | 19.9975 |
| 1.2664 | 57.0 | 57627 | 1.3680 | 23.6677 | 19.9975 |
| 1.2783 | 58.0 | 58638 | 1.3695 | 23.3193 | 19.9986 |
| 1.2762 | 59.0 | 59649 | 1.3741 | 22.613 | 19.9972 |
| 1.2759 | 60.0 | 60660 | 1.3629 | 23.9067 | 19.9964 |
| 1.2618 | 61.0 | 61671 | 1.3687 | 23.7587 | 19.9967 |
| 1.2614 | 62.0 | 62682 | 1.3613 | 23.2615 | 19.9975 |
| 1.2455 | 63.0 | 63693 | 1.3623 | 23.8722 | 19.9986 |
| 1.1977 | 64.0 | 64704 | 1.3528 | 23.1421 | 19.9981 |
| 1.2199 | 65.0 | 65715 | 1.3520 | 22.6977 | 19.9975 |
| 1.2368 | 66.0 | 66726 | 1.3552 | 23.2495 | 19.9989 |
| 1.2087 | 67.0 | 67737 | 1.3404 | 22.6422 | 19.9989 |
| 1.214 | 68.0 | 68748 | 1.3499 | 21.979 | 19.9972 |
| 1.2322 | 69.0 | 69759 | 1.3453 | 22.1766 | 19.9978 |
| 1.2028 | 70.0 | 70770 | 1.3402 | 21.8311 | 19.9975 |
| 1.2163 | 71.0 | 71781 | 1.3399 | 22.1417 | 19.9989 |
| 1.1769 | 72.0 | 72792 | 1.3446 | 22.253 | 19.9972 |
| 1.221 | 73.0 | 73803 | 1.3413 | 22.1546 | 19.9986 |
| 1.1768 | 74.0 | 74814 | 1.3335 | 21.8914 | 19.9972 |
| 1.1829 | 75.0 | 75825 | 1.3323 | 21.7763 | 19.9947 |
| 1.1687 | 76.0 | 76836 | 1.3344 | 21.4495 | 19.9964 |
| 1.1873 | 77.0 | 77847 | 1.3337 | 21.7655 | 19.9964 |
| 1.1807 | 78.0 | 78858 | 1.3308 | 21.4564 | 19.9967 |
| 1.1735 | 79.0 | 79869 | 1.3282 | 21.233 | 19.9967 |
| 1.1693 | 80.0 | 80880 | 1.3240 | 21.0794 | 19.9955 |
| 1.1714 | 81.0 | 81891 | 1.3262 | 21.1856 | 19.9969 |
| 1.154 | 82.0 | 82902 | 1.3282 | 20.5583 | 19.9964 |
| 1.1572 | 83.0 | 83913 | 1.3229 | 20.9262 | 19.995 |
| 1.1473 | 84.0 | 84924 | 1.3233 | 20.5432 | 19.995 |
| 1.1315 | 85.0 | 85935 | 1.3227 | 20.4939 | 19.9942 |
| 1.1567 | 86.0 | 86946 | 1.3203 | 21.3354 | 19.9964 |
| 1.1485 | 87.0 | 87957 | 1.3211 | 20.9952 | 19.9939 |
| 1.1313 | 88.0 | 88968 | 1.3202 | 20.1199 | 19.9961 |
| 1.1428 | 89.0 | 89979 | 1.3188 | 20.414 | 19.9925 |
| 1.1374 | 90.0 | 90990 | 1.3220 | 20.003 | 19.993 |
| 1.1274 | 91.0 | 92001 | 1.3153 | 20.7172 | 19.9953 |
| 1.1174 | 92.0 | 93012 | 1.3126 | 20.5997 | 19.9953 |
| 1.1155 | 93.0 | 94023 | 1.3131 | 20.0402 | 19.993 |
| 1.1167 | 94.0 | 95034 | 1.3140 | 20.219 | 19.9905 |
| 1.1301 | 95.0 | 96045 | 1.3142 | 19.8332 | 19.9922 |
| 1.0975 | 96.0 | 97056 | 1.3096 | 19.6051 | 19.9942 |
| 1.1025 | 97.0 | 98067 | 1.3148 | 20.4323 | 19.993 |
| 1.0932 | 98.0 | 99078 | 1.3134 | 20.0839 | 19.9942 |
| 1.0871 | 99.0 | 100089 | 1.3071 | 20.0202 | 19.9939 |
| 1.102 | 100.0 | 101100 | 1.3091 | 20.0454 | 19.9947 |
| 1.0969 | 101.0 | 102111 | 1.3090 | 19.4474 | 19.9947 |
| 1.0988 | 102.0 | 103122 | 1.3117 | 20.1905 | 19.9922 |
| 1.0816 | 103.0 | 104133 | 1.3048 | 20.3346 | 19.9928 |
| 1.0809 | 104.0 | 105144 | 1.3058 | 20.323 | 19.9953 |
| 1.0861 | 105.0 | 106155 | 1.3052 | 20.6984 | 19.9944 |
| 1.0907 | 106.0 | 107166 | 1.3076 | 20.3413 | 19.9947 |
| 1.0747 | 107.0 | 108177 | 1.3050 | 20.3362 | 19.9955 |
| 1.0839 | 108.0 | 109188 | 1.3060 | 20.5379 | 19.9936 |
| 1.0755 | 109.0 | 110199 | 1.3071 | 20.3886 | 19.9939 |
| 1.0463 | 110.0 | 111210 | 1.3058 | 19.9524 | 19.9953 |
| 1.0644 | 111.0 | 112221 | 1.3033 | 19.7226 | 19.9972 |
| 1.0771 | 112.0 | 113232 | 1.3089 | 19.9861 | 19.9958 |
| 1.0819 | 113.0 | 114243 | 1.3031 | 20.5527 | 19.9942 |
| 1.0483 | 114.0 | 115254 | 1.3063 | 20.0048 | 19.9978 |
| 1.04 | 115.0 | 116265 | 1.3020 | 20.2327 | 19.9969 |
| 1.0574 | 116.0 | 117276 | 1.3025 | 19.6818 | 19.995 |
| 1.0356 | 117.0 | 118287 | 1.3077 | 20.1054 | 19.9967 |
| 1.0525 | 118.0 | 119298 | 1.3022 | 20.14 | 19.9967 |
| 1.0409 | 119.0 | 120309 | 1.2983 | 19.7657 | 19.9972 |
| 1.0431 | 120.0 | 121320 | 1.2945 | 20.1315 | 19.9975 |
| 1.0419 | 121.0 | 122331 | 1.3035 | 19.8364 | 19.9972 |
| 1.0411 | 122.0 | 123342 | 1.2951 | 20.204 | 19.9981 |
| 1.0396 | 123.0 | 124353 | 1.3019 | 20.6711 | 19.9955 |
| 1.0424 | 124.0 | 125364 | 1.2950 | 20.6527 | 19.9969 |
| 1.0203 | 125.0 | 126375 | 1.3008 | 20.4314 | 19.9972 |
| 1.0351 | 126.0 | 127386 | 1.3008 | 20.0237 | 19.9978 |
| 1.0424 | 127.0 | 128397 | 1.2993 | 20.3024 | 19.9983 |
| 1.0165 | 128.0 | 129408 | 1.2960 | 20.1769 | 19.9978 |
| 1.0216 | 129.0 | 130419 | 1.2977 | 19.8483 | 19.9972 |
| 1.0207 | 130.0 | 131430 | 1.2939 | 20.0639 | 19.9969 |
| 1.0119 | 131.0 | 132441 | 1.2985 | 19.731 | 19.9972 |
| 0.9965 | 132.0 | 133452 | 1.3006 | 19.5983 | 19.9969 |
| 1.0034 | 133.0 | 134463 | 1.2974 | 19.6943 | 19.9989 |
| 1.0241 | 134.0 | 135474 | 1.3015 | 20.0083 | 19.9981 |
| 1.0181 | 135.0 | 136485 | 1.2982 | 19.6057 | 19.9989 |
| 1.0112 | 136.0 | 137496 | 1.2931 | 19.3408 | 19.9986 |
| 0.9927 | 137.0 | 138507 | 1.2999 | 19.5222 | 19.9983 |
| 1.0134 | 138.0 | 139518 | 1.2909 | 19.42 | 19.9989 |
| 0.9921 | 139.0 | 140529 | 1.2951 | 19.8604 | 19.9989 |
| 0.9891 | 140.0 | 141540 | 1.2916 | 20.0752 | 19.9989 |
| 0.9896 | 141.0 | 142551 | 1.2910 | 19.7536 | 19.9992 |
| 1.0034 | 142.0 | 143562 | 1.2934 | 20.0064 | 19.9986 |
| 0.9718 | 143.0 | 144573 | 1.2973 | 19.9304 | 19.9989 |
| 1.0141 | 144.0 | 145584 | 1.2940 | 20.5053 | 19.9986 |
| 0.99 | 145.0 | 146595 | 1.2980 | 20.0913 | 19.9975 |
| 0.9729 | 146.0 | 147606 | 1.2927 | 19.7229 | 19.9978 |
| 0.9732 | 147.0 | 148617 | 1.2920 | 20.2104 | 19.9975 |
| 0.9778 | 148.0 | 149628 | 1.2947 | 20.1365 | 19.9981 |
| 0.987 | 149.0 | 150639 | 1.3007 | 20.3436 | 19.9972 |
| 0.987 | 150.0 | 151650 | 1.3003 | 20.2827 | 19.9983 |
| 0.9788 | 151.0 | 152661 | 1.2953 | 20.2941 | 19.9972 |
| 0.9899 | 152.0 | 153672 | 1.2951 | 20.5454 | 19.9978 |
| 0.978 | 153.0 | 154683 | 1.2946 | 20.7448 | 19.9969 |
| 0.9614 | 154.0 | 155694 | 1.2975 | 20.5359 | 19.9969 |
| 0.9759 | 155.0 | 156705 | 1.2925 | 20.3661 | 19.9975 |
| 0.9627 | 156.0 | 157716 | 1.2954 | 20.5535 | 19.9969 |
| 0.9692 | 157.0 | 158727 | 1.2930 | 20.1919 | 19.9969 |
| 0.9737 | 158.0 | 159738 | 1.2922 | 20.484 | 19.9972 |
| 0.9642 | 159.0 | 160749 | 1.2952 | 20.5444 | 19.9975 |
| 0.9679 | 160.0 | 161760 | 1.2930 | 20.3731 | 19.9983 |
| 0.9571 | 161.0 | 162771 | 1.2933 | 20.4158 | 19.9978 |
| 0.9542 | 162.0 | 163782 | 1.2937 | 20.4823 | 19.9978 |
| 0.9537 | 163.0 | 164793 | 1.2997 | 20.6457 | 19.9964 |
| 0.951 | 164.0 | 165804 | 1.2982 | 20.0897 | 19.9986 |
| 0.9556 | 165.0 | 166815 | 1.2944 | 20.45 | 19.9986 |
| 0.9534 | 166.0 | 167826 | 1.2961 | 20.2743 | 19.9967 |
| 0.9381 | 167.0 | 168837 | 1.2922 | 19.8311 | 19.9969 |
| 0.9347 | 168.0 | 169848 | 1.2938 | 19.9427 | 19.9978 |
| 0.9514 | 169.0 | 170859 | 1.2968 | 20.2039 | 19.9983 |
| 0.9439 | 170.0 | 171870 | 1.3014 | 19.9784 | 19.9961 |
| 0.9379 | 171.0 | 172881 | 1.3000 | 20.1213 | 19.9964 |
| 0.9326 | 172.0 | 173892 | 1.2930 | 20.0882 | 19.9969 |
| 0.9178 | 173.0 | 174903 | 1.2942 | 20.1997 | 19.9972 |
| 0.9511 | 174.0 | 175914 | 1.2931 | 20.6471 | 19.9969 |
| 0.9438 | 175.0 | 176925 | 1.2945 | 20.7321 | 19.9983 |
| 0.929 | 176.0 | 177936 | 1.2967 | 20.5813 | 19.9964 |
| 0.9343 | 177.0 | 178947 | 1.2940 | 20.2307 | 19.9978 |
| 0.9344 | 178.0 | 179958 | 1.2949 | 20.2401 | 19.9969 |
| 0.9319 | 179.0 | 180969 | 1.2974 | 19.9881 | 19.9972 |
| 0.9286 | 180.0 | 181980 | 1.2974 | 20.2666 | 19.9961 |
| 0.9074 | 181.0 | 182991 | 1.2939 | 20.2549 | 19.9969 |
| 0.93 | 182.0 | 184002 | 1.2990 | 20.0121 | 19.9969 |
| 0.9303 | 183.0 | 185013 | 1.2944 | 20.056 | 19.9978 |
| 0.9259 | 184.0 | 186024 | 1.3003 | 19.9021 | 19.9953 |
| 0.9014 | 185.0 | 187035 | 1.2962 | 20.0381 | 19.9958 |
| 0.9288 | 186.0 | 188046 | 1.2976 | 20.1909 | 19.9947 |
| 0.9086 | 187.0 | 189057 | 1.2969 | 20.2923 | 19.9969 |
| 0.9183 | 188.0 | 190068 | 1.2941 | 20.1649 | 19.9967 |
| 0.9141 | 189.0 | 191079 | 1.3028 | 20.0891 | 19.9958 |
| 0.9264 | 190.0 | 192090 | 1.2935 | 20.0164 | 19.9958 |
| 0.9307 | 191.0 | 193101 | 1.2956 | 19.8606 | 19.9964 |
| 0.9179 | 192.0 | 194112 | 1.2933 | 19.9815 | 19.9961 |
| 0.9123 | 193.0 | 195123 | 1.2977 | 20.1232 | 19.9953 |
| 0.9221 | 194.0 | 196134 | 1.3014 | 20.0674 | 19.995 |
| 0.9195 | 195.0 | 197145 | 1.3031 | 19.9839 | 19.9944 |
| 0.9139 | 196.0 | 198156 | 1.2947 | 20.0344 | 19.9953 |
| 0.9074 | 197.0 | 199167 | 1.2956 | 20.1076 | 19.9961 |
| 0.9149 | 198.0 | 200178 | 1.2963 | 20.0898 | 19.9955 |
| 0.9219 | 199.0 | 201189 | 1.2990 | 20.171 | 19.9964 |
| 0.8989 | 200.0 | 202200 | 1.2983 | 20.1548 | 19.9961 |
| 0.9004 | 201.0 | 203211 | 1.2977 | 20.2135 | 19.9955 |
| 0.9043 | 202.0 | 204222 | 1.3023 | 20.3024 | 19.9964 |
| 0.917 | 203.0 | 205233 | 1.3014 | 20.5967 | 19.9967 |
| 0.9012 | 204.0 | 206244 | 1.3001 | 20.5489 | 19.9961 |
| 0.9136 | 205.0 | 207255 | 1.2963 | 20.5013 | 19.9969 |
| 0.897 | 206.0 | 208266 | 1.3016 | 20.3285 | 19.9969 |
| 0.9036 | 207.0 | 209277 | 1.2981 | 20.3278 | 19.9967 |
| 0.9225 | 208.0 | 210288 | 1.3055 | 20.4756 | 19.9967 |
| 0.8959 | 209.0 | 211299 | 1.2987 | 20.3112 | 19.9972 |
| 0.903 | 210.0 | 212310 | 1.2977 | 20.5512 | 19.9961 |
| 0.9012 | 211.0 | 213321 | 1.3026 | 20.4304 | 19.9964 |
| 0.8906 | 212.0 | 214332 | 1.2998 | 20.4206 | 19.9967 |
| 0.8906 | 213.0 | 215343 | 1.3031 | 20.4499 | 19.9964 |
| 0.9049 | 214.0 | 216354 | 1.3029 | 20.6908 | 19.9958 |
| 0.9034 | 215.0 | 217365 | 1.2980 | 20.3614 | 19.9969 |
| 0.8971 | 216.0 | 218376 | 1.2985 | 20.6196 | 19.9972 |
| 0.885 | 217.0 | 219387 | 1.3019 | 20.584 | 19.9972 |
| 0.8799 | 218.0 | 220398 | 1.3041 | 20.5843 | 19.9967 |
| 0.8805 | 219.0 | 221409 | 1.3035 | 20.5123 | 19.9972 |
| 0.8896 | 220.0 | 222420 | 1.3006 | 20.7331 | 19.9975 |
| 0.8851 | 221.0 | 223431 | 1.2973 | 20.6914 | 19.9975 |
| 0.893 | 222.0 | 224442 | 1.3004 | 20.7484 | 19.9978 |
| 0.8903 | 223.0 | 225453 | 1.3001 | 20.5207 | 19.9981 |
| 0.8924 | 224.0 | 226464 | 1.3026 | 20.6635 | 19.9972 |
| 0.8839 | 225.0 | 227475 | 1.3056 | 20.6999 | 19.9978 |
| 0.8631 | 226.0 | 228486 | 1.3042 | 20.9581 | 19.9967 |
| 0.8677 | 227.0 | 229497 | 1.3037 | 20.8283 | 19.9964 |
| 0.867 | 228.0 | 230508 | 1.3042 | 20.8781 | 19.9978 |
| 0.8878 | 229.0 | 231519 | 1.3035 | 20.6884 | 19.9981 |
| 0.8805 | 230.0 | 232530 | 1.3092 | 20.716 | 19.9975 |
| 0.8769 | 231.0 | 233541 | 1.2988 | 20.6323 | 19.9975 |
| 0.8833 | 232.0 | 234552 | 1.3039 | 20.5529 | 19.9978 |
| 0.8798 | 233.0 | 235563 | 1.3028 | 20.5848 | 19.9981 |
| 0.8694 | 234.0 | 236574 | 1.3037 | 20.4147 | 19.9983 |
| 0.8888 | 235.0 | 237585 | 1.3022 | 20.5179 | 19.9983 |
| 0.8724 | 236.0 | 238596 | 1.3027 | 20.4379 | 19.9978 |
| 0.8864 | 237.0 | 239607 | 1.3024 | 20.3993 | 19.9972 |
| 0.8684 | 238.0 | 240618 | 1.3043 | 20.5063 | 19.9969 |
| 0.8753 | 239.0 | 241629 | 1.3072 | 20.4079 | 19.9969 |
| 0.8734 | 240.0 | 242640 | 1.3026 | 20.5173 | 19.9967 |
| 0.867 | 241.0 | 243651 | 1.3044 | 20.6249 | 19.9972 |
| 0.8671 | 242.0 | 244662 | 1.3094 | 20.6827 | 19.9972 |
| 0.8721 | 243.0 | 245673 | 1.3045 | 20.5017 | 19.9978 |
| 0.8726 | 244.0 | 246684 | 1.3065 | 20.5748 | 19.9967 |
| 0.8741 | 245.0 | 247695 | 1.3063 | 20.5345 | 19.9972 |
| 0.8634 | 246.0 | 248706 | 1.3036 | 20.6084 | 19.9972 |
| 0.8527 | 247.0 | 249717 | 1.3045 | 20.535 | 19.9972 |
| 0.8662 | 248.0 | 250728 | 1.3089 | 20.5306 | 19.9972 |
| 0.8681 | 249.0 | 251739 | 1.3081 | 20.6414 | 19.9967 |
| 0.8711 | 250.0 | 252750 | 1.3061 | 20.6039 | 19.9975 |
| 0.8653 | 251.0 | 253761 | 1.3018 | 20.5632 | 19.9975 |
| 0.8697 | 252.0 | 254772 | 1.3090 | 20.5056 | 19.9978 |
| 0.8655 | 253.0 | 255783 | 1.3082 | 20.5235 | 19.9978 |
| 0.8636 | 254.0 | 256794 | 1.3067 | 20.5607 | 19.9972 |
| 0.8667 | 255.0 | 257805 | 1.3066 | 20.6694 | 19.9964 |
| 0.8596 | 256.0 | 258816 | 1.3073 | 20.617 | 19.9967 |
| 0.8507 | 257.0 | 259827 | 1.3083 | 20.6035 | 19.9964 |
| 0.8677 | 258.0 | 260838 | 1.3077 | 20.6196 | 19.9975 |
| 0.8614 | 259.0 | 261849 | 1.3094 | 20.6928 | 19.9969 |
| 0.8677 | 260.0 | 262860 | 1.3098 | 20.7181 | 19.9969 |
| 0.8628 | 261.0 | 263871 | 1.3065 | 20.679 | 19.9975 |
| 0.8636 | 262.0 | 264882 | 1.3055 | 20.7476 | 19.9975 |
| 0.8624 | 263.0 | 265893 | 1.3065 | 20.7045 | 19.9972 |
| 0.8594 | 264.0 | 266904 | 1.3093 | 20.5442 | 19.9964 |
| 0.8658 | 265.0 | 267915 | 1.3105 | 20.7153 | 19.9972 |
| 0.8476 | 266.0 | 268926 | 1.3076 | 20.677 | 19.9972 |
| 0.858 | 267.0 | 269937 | 1.3091 | 20.6701 | 19.9969 |
| 0.8707 | 268.0 | 270948 | 1.3111 | 20.5985 | 19.9975 |
| 0.8613 | 269.0 | 271959 | 1.3092 | 20.6108 | 19.9975 |
| 0.8497 | 270.0 | 272970 | 1.3070 | 20.5836 | 19.9964 |
| 0.8654 | 271.0 | 273981 | 1.3082 | 20.5806 | 19.9983 |
| 0.8621 | 272.0 | 274992 | 1.3088 | 20.6817 | 19.9975 |
| 0.8619 | 273.0 | 276003 | 1.3090 | 20.5567 | 19.9975 |
| 0.8638 | 274.0 | 277014 | 1.3087 | 20.6233 | 19.9975 |
| 0.8642 | 275.0 | 278025 | 1.3092 | 20.667 | 19.9967 |
| 0.8498 | 276.0 | 279036 | 1.3069 | 20.6295 | 19.9969 |
| 0.8572 | 277.0 | 280047 | 1.3107 | 20.6376 | 19.9969 |
| 0.8543 | 278.0 | 281058 | 1.3114 | 20.6473 | 19.9964 |
| 0.8453 | 279.0 | 282069 | 1.3105 | 20.6931 | 19.9967 |
| 0.8575 | 280.0 | 283080 | 1.3077 | 20.691 | 19.9972 |
| 0.8492 | 281.0 | 284091 | 1.3101 | 20.7528 | 19.9969 |
| 0.8519 | 282.0 | 285102 | 1.3094 | 20.6812 | 19.9981 |
| 0.8431 | 283.0 | 286113 | 1.3114 | 20.6608 | 19.9969 |
| 0.8546 | 284.0 | 287124 | 1.3093 | 20.6336 | 19.9981 |
| 0.86 | 285.0 | 288135 | 1.3108 | 20.6077 | 19.9967 |
| 0.8674 | 286.0 | 289146 | 1.3096 | 20.6742 | 19.9978 |
| 0.8493 | 287.0 | 290157 | 1.3106 | 20.6674 | 19.9981 |
| 0.8521 | 288.0 | 291168 | 1.3099 | 20.5915 | 19.9981 |
| 0.856 | 289.0 | 292179 | 1.3102 | 20.6448 | 19.9978 |
| 0.8614 | 290.0 | 293190 | 1.3096 | 20.6515 | 19.9981 |
| 0.8628 | 291.0 | 294201 | 1.3108 | 20.6679 | 19.9978 |
| 0.8498 | 292.0 | 295212 | 1.3104 | 20.6623 | 19.9978 |
| 0.8617 | 293.0 | 296223 | 1.3097 | 20.6591 | 19.9978 |
| 0.8563 | 294.0 | 297234 | 1.3098 | 20.6266 | 19.9978 |
| 0.856 | 295.0 | 298245 | 1.3095 | 20.6536 | 19.9978 |
| 0.8493 | 296.0 | 299256 | 1.3095 | 20.6273 | 19.9978 |
| 0.8498 | 297.0 | 300267 | 1.3092 | 20.5942 | 19.9978 |
| 0.8539 | 298.0 | 301278 | 1.3092 | 20.5942 | 19.9978 |
| 0.8608 | 299.0 | 302289 | 1.3091 | 20.5915 | 19.9981 |
| 0.8437 | 300.0 | 303300 | 1.3091 | 20.5964 | 19.9981 |
Framework versions
- Transformers 4.21.0
- Pytorch 1.12.0+cu113
- Datasets 2.4.0
- Tokenizers 0.12.1