update model card README.md
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| 1 |
+
---
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| 2 |
+
tags:
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| 3 |
+
- generated_from_trainer
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| 4 |
+
model-index:
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| 5 |
+
- name: monospace-pixel-small
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| 6 |
+
results: []
|
| 7 |
+
---
|
| 8 |
+
|
| 9 |
+
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
| 10 |
+
should probably proofread and complete it, then remove this comment. -->
|
| 11 |
+
|
| 12 |
+
# monospace-pixel-small
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| 13 |
+
|
| 14 |
+
This model is a fine-tuned version of [](https://huggingface.co/) on the None dataset.
|
| 15 |
+
It achieves the following results on the evaluation set:
|
| 16 |
+
- Loss: 0.2346
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| 17 |
+
|
| 18 |
+
## Model description
|
| 19 |
+
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| 20 |
+
More information needed
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| 21 |
+
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| 22 |
+
## Intended uses & limitations
|
| 23 |
+
|
| 24 |
+
More information needed
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| 25 |
+
|
| 26 |
+
## Training and evaluation data
|
| 27 |
+
|
| 28 |
+
More information needed
|
| 29 |
+
|
| 30 |
+
## Training procedure
|
| 31 |
+
|
| 32 |
+
### Training hyperparameters
|
| 33 |
+
|
| 34 |
+
The following hyperparameters were used during training:
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| 35 |
+
- learning_rate: 0.0003
|
| 36 |
+
- train_batch_size: 64
|
| 37 |
+
- eval_batch_size: 8
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| 38 |
+
- seed: 42
|
| 39 |
+
- distributed_type: multi-GPU
|
| 40 |
+
- num_devices: 8
|
| 41 |
+
- total_train_batch_size: 512
|
| 42 |
+
- total_eval_batch_size: 64
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| 43 |
+
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
| 44 |
+
- lr_scheduler_type: cosine
|
| 45 |
+
- lr_scheduler_warmup_ratio: 0.05
|
| 46 |
+
- training_steps: 500000
|
| 47 |
+
|
| 48 |
+
### Training results
|
| 49 |
+
|
| 50 |
+
| Training Loss | Epoch | Step | Validation Loss |
|
| 51 |
+
|:-------------:|:-----:|:------:|:---------------:|
|
| 52 |
+
| 0.6779 | 0.02 | 1000 | 0.6512 |
|
| 53 |
+
| 0.6505 | 0.05 | 2000 | 0.6479 |
|
| 54 |
+
| 0.6475 | 0.07 | 3000 | 0.6461 |
|
| 55 |
+
| 0.6464 | 0.09 | 4000 | 0.6451 |
|
| 56 |
+
| 0.6455 | 0.12 | 5000 | 0.6444 |
|
| 57 |
+
| 0.6448 | 0.14 | 6000 | 0.6439 |
|
| 58 |
+
| 0.6222 | 0.16 | 7000 | 0.6123 |
|
| 59 |
+
| 0.6019 | 0.19 | 8000 | 0.5873 |
|
| 60 |
+
| 0.5838 | 0.21 | 9000 | 0.5689 |
|
| 61 |
+
| 0.5612 | 0.23 | 10000 | 0.5473 |
|
| 62 |
+
| 0.5428 | 0.26 | 11000 | 0.5301 |
|
| 63 |
+
| 0.527 | 0.28 | 12000 | 0.5141 |
|
| 64 |
+
| 0.5142 | 0.3 | 13000 | 0.5023 |
|
| 65 |
+
| 0.5002 | 0.33 | 14000 | 0.4842 |
|
| 66 |
+
| 0.4852 | 0.35 | 15000 | 0.4707 |
|
| 67 |
+
| 0.4697 | 0.37 | 16000 | 0.4562 |
|
| 68 |
+
| 0.459 | 0.4 | 17000 | 0.4430 |
|
| 69 |
+
| 0.45 | 0.42 | 18000 | 0.4343 |
|
| 70 |
+
| 0.4411 | 0.44 | 19000 | 0.4250 |
|
| 71 |
+
| 0.4322 | 0.47 | 20000 | 0.4133 |
|
| 72 |
+
| 0.4233 | 0.49 | 21000 | 0.4033 |
|
| 73 |
+
| 0.4146 | 0.51 | 22000 | 0.3944 |
|
| 74 |
+
| 0.4077 | 0.54 | 23000 | 0.3865 |
|
| 75 |
+
| 0.4019 | 0.56 | 24000 | 0.3818 |
|
| 76 |
+
| 0.3968 | 0.58 | 25000 | 0.3785 |
|
| 77 |
+
| 0.392 | 0.61 | 26000 | 0.3732 |
|
| 78 |
+
| 0.3869 | 0.63 | 27000 | 0.3670 |
|
| 79 |
+
| 0.3828 | 0.65 | 28000 | 0.3616 |
|
| 80 |
+
| 0.3786 | 0.68 | 29000 | 0.3613 |
|
| 81 |
+
| 0.3751 | 0.7 | 30000 | 0.3555 |
|
| 82 |
+
| 0.3713 | 0.72 | 31000 | 0.3529 |
|
| 83 |
+
| 0.3681 | 0.75 | 32000 | 0.3517 |
|
| 84 |
+
| 0.3656 | 0.77 | 33000 | 0.3477 |
|
| 85 |
+
| 0.3626 | 0.79 | 34000 | 0.3423 |
|
| 86 |
+
| 0.3601 | 0.82 | 35000 | 0.3443 |
|
| 87 |
+
| 0.3577 | 0.84 | 36000 | 0.3400 |
|
| 88 |
+
| 0.3555 | 0.86 | 37000 | 0.3369 |
|
| 89 |
+
| 0.3532 | 0.89 | 38000 | 0.3357 |
|
| 90 |
+
| 0.3514 | 0.91 | 39000 | 0.3329 |
|
| 91 |
+
| 0.3493 | 0.93 | 40000 | 0.3323 |
|
| 92 |
+
| 0.3477 | 0.96 | 41000 | 0.3314 |
|
| 93 |
+
| 0.3459 | 0.98 | 42000 | 0.3256 |
|
| 94 |
+
| 0.3441 | 1.0 | 43000 | 0.3270 |
|
| 95 |
+
| 0.3424 | 1.03 | 44000 | 0.3216 |
|
| 96 |
+
| 0.3408 | 1.05 | 45000 | 0.3245 |
|
| 97 |
+
| 0.3394 | 1.07 | 46000 | 0.3232 |
|
| 98 |
+
| 0.338 | 1.1 | 47000 | 0.3225 |
|
| 99 |
+
| 0.3363 | 1.12 | 48000 | 0.3195 |
|
| 100 |
+
| 0.3353 | 1.14 | 49000 | 0.3167 |
|
| 101 |
+
| 0.3338 | 1.16 | 50000 | 0.3172 |
|
| 102 |
+
| 0.3325 | 1.19 | 51000 | 0.3168 |
|
| 103 |
+
| 0.3316 | 1.21 | 52000 | 0.3141 |
|
| 104 |
+
| 0.3305 | 1.23 | 53000 | 0.3114 |
|
| 105 |
+
| 0.3303 | 1.26 | 54000 | 0.3110 |
|
| 106 |
+
| 0.3284 | 1.28 | 55000 | 0.3112 |
|
| 107 |
+
| 0.3276 | 1.3 | 56000 | 0.3099 |
|
| 108 |
+
| 0.3264 | 1.33 | 57000 | 0.3089 |
|
| 109 |
+
| 0.3256 | 1.35 | 58000 | 0.3104 |
|
| 110 |
+
| 0.3247 | 1.37 | 59000 | 0.3088 |
|
| 111 |
+
| 0.3241 | 1.4 | 60000 | 0.3056 |
|
| 112 |
+
| 0.3229 | 1.42 | 61000 | 0.3048 |
|
| 113 |
+
| 0.3223 | 1.44 | 62000 | 0.3062 |
|
| 114 |
+
| 0.3215 | 1.47 | 63000 | 0.3042 |
|
| 115 |
+
| 0.3208 | 1.49 | 64000 | 0.3029 |
|
| 116 |
+
| 0.3201 | 1.51 | 65000 | 0.3009 |
|
| 117 |
+
| 0.3198 | 1.54 | 66000 | 0.3037 |
|
| 118 |
+
| 0.3187 | 1.56 | 67000 | 0.3021 |
|
| 119 |
+
| 0.3179 | 1.58 | 68000 | 0.2990 |
|
| 120 |
+
| 0.3176 | 1.61 | 69000 | 0.3009 |
|
| 121 |
+
| 0.3169 | 1.63 | 70000 | 0.3002 |
|
| 122 |
+
| 0.3161 | 1.65 | 71000 | 0.2997 |
|
| 123 |
+
| 0.3156 | 1.68 | 72000 | 0.2982 |
|
| 124 |
+
| 0.3148 | 1.7 | 73000 | 0.2982 |
|
| 125 |
+
| 0.3143 | 1.72 | 74000 | 0.2961 |
|
| 126 |
+
| 0.3137 | 1.75 | 75000 | 0.2935 |
|
| 127 |
+
| 0.3132 | 1.77 | 76000 | 0.2974 |
|
| 128 |
+
| 0.313 | 1.79 | 77000 | 0.2965 |
|
| 129 |
+
| 0.3147 | 1.82 | 78000 | 0.2947 |
|
| 130 |
+
| 0.3118 | 1.84 | 79000 | 0.2940 |
|
| 131 |
+
| 0.3113 | 1.86 | 80000 | 0.2935 |
|
| 132 |
+
| 0.3109 | 1.89 | 81000 | 0.2936 |
|
| 133 |
+
| 0.3103 | 1.91 | 82000 | 0.2913 |
|
| 134 |
+
| 0.3102 | 1.93 | 83000 | 0.2955 |
|
| 135 |
+
| 0.3096 | 1.96 | 84000 | 0.2917 |
|
| 136 |
+
| 0.3093 | 1.98 | 85000 | 0.2931 |
|
| 137 |
+
| 0.3084 | 2.0 | 86000 | 0.2907 |
|
| 138 |
+
| 0.3086 | 2.03 | 87000 | 0.2908 |
|
| 139 |
+
| 0.3077 | 2.05 | 88000 | 0.2881 |
|
| 140 |
+
| 0.3087 | 2.07 | 89000 | 0.2878 |
|
| 141 |
+
| 0.3065 | 2.1 | 90000 | 0.2883 |
|
| 142 |
+
| 0.3063 | 2.12 | 91000 | 0.2891 |
|
| 143 |
+
| 0.3057 | 2.14 | 92000 | 0.2866 |
|
| 144 |
+
| 0.3066 | 2.17 | 93000 | 0.2894 |
|
| 145 |
+
| 0.3048 | 2.19 | 94000 | 0.2859 |
|
| 146 |
+
| 0.3051 | 2.21 | 95000 | 0.2881 |
|
| 147 |
+
| 0.3041 | 2.24 | 96000 | 0.2859 |
|
| 148 |
+
| 0.3039 | 2.26 | 97000 | 0.2837 |
|
| 149 |
+
| 0.3032 | 2.28 | 98000 | 0.2860 |
|
| 150 |
+
| 0.3039 | 2.31 | 99000 | 0.2858 |
|
| 151 |
+
| 0.3025 | 2.33 | 100000 | 0.2849 |
|
| 152 |
+
| 0.3023 | 2.35 | 101000 | 0.2857 |
|
| 153 |
+
| 0.3024 | 2.38 | 102000 | 0.2879 |
|
| 154 |
+
| 0.3018 | 2.4 | 103000 | 0.2866 |
|
| 155 |
+
| 0.3015 | 2.42 | 104000 | 0.2861 |
|
| 156 |
+
| 0.301 | 2.45 | 105000 | 0.2853 |
|
| 157 |
+
| 0.3008 | 2.47 | 106000 | 0.2859 |
|
| 158 |
+
| 0.3006 | 2.49 | 107000 | 0.2829 |
|
| 159 |
+
| 0.3003 | 2.52 | 108000 | 0.2835 |
|
| 160 |
+
| 0.2998 | 2.54 | 109000 | 0.2799 |
|
| 161 |
+
| 0.3001 | 2.56 | 110000 | 0.2816 |
|
| 162 |
+
| 0.2991 | 2.59 | 111000 | 0.2831 |
|
| 163 |
+
| 0.2987 | 2.61 | 112000 | 0.2819 |
|
| 164 |
+
| 0.2985 | 2.63 | 113000 | 0.2830 |
|
| 165 |
+
| 0.2981 | 2.66 | 114000 | 0.2824 |
|
| 166 |
+
| 0.2978 | 2.68 | 115000 | 0.2790 |
|
| 167 |
+
| 0.2973 | 2.7 | 116000 | 0.2793 |
|
| 168 |
+
| 0.2977 | 2.73 | 117000 | 0.2807 |
|
| 169 |
+
| 0.2969 | 2.75 | 118000 | 0.2817 |
|
| 170 |
+
| 0.2967 | 2.77 | 119000 | 0.2808 |
|
| 171 |
+
| 0.2965 | 2.8 | 120000 | 0.2787 |
|
| 172 |
+
| 0.2958 | 2.82 | 121000 | 0.2786 |
|
| 173 |
+
| 0.2968 | 2.84 | 122000 | 0.2792 |
|
| 174 |
+
| 0.2956 | 2.87 | 123000 | 0.2779 |
|
| 175 |
+
| 0.2948 | 2.89 | 124000 | 0.2770 |
|
| 176 |
+
| 0.2952 | 2.91 | 125000 | 0.2796 |
|
| 177 |
+
| 0.2943 | 2.94 | 126000 | 0.2771 |
|
| 178 |
+
| 0.2945 | 2.96 | 127000 | 0.2768 |
|
| 179 |
+
| 0.2945 | 2.98 | 128000 | 0.2766 |
|
| 180 |
+
| 0.2944 | 3.01 | 129000 | 0.2760 |
|
| 181 |
+
| 0.2944 | 3.03 | 130000 | 0.2758 |
|
| 182 |
+
| 0.2937 | 3.05 | 131000 | 0.2751 |
|
| 183 |
+
| 0.2935 | 3.08 | 132000 | 0.2737 |
|
| 184 |
+
| 0.2931 | 3.1 | 133000 | 0.2755 |
|
| 185 |
+
| 0.2936 | 3.12 | 134000 | 0.2768 |
|
| 186 |
+
| 0.2934 | 3.15 | 135000 | 0.2776 |
|
| 187 |
+
| 0.2925 | 3.17 | 136000 | 0.2716 |
|
| 188 |
+
| 0.2924 | 3.19 | 137000 | 0.2737 |
|
| 189 |
+
| 0.2931 | 3.22 | 138000 | 0.2753 |
|
| 190 |
+
| 0.2917 | 3.24 | 139000 | 0.2745 |
|
| 191 |
+
| 0.2918 | 3.26 | 140000 | 0.2774 |
|
| 192 |
+
| 0.2914 | 3.29 | 141000 | 0.2756 |
|
| 193 |
+
| 0.2913 | 3.31 | 142000 | 0.2743 |
|
| 194 |
+
| 0.2909 | 3.33 | 143000 | 0.2742 |
|
| 195 |
+
| 0.2911 | 3.36 | 144000 | 0.2735 |
|
| 196 |
+
| 0.2904 | 3.38 | 145000 | 0.2727 |
|
| 197 |
+
| 0.2903 | 3.4 | 146000 | 0.2748 |
|
| 198 |
+
| 0.2899 | 3.43 | 147000 | 0.2698 |
|
| 199 |
+
| 0.2896 | 3.45 | 148000 | 0.2718 |
|
| 200 |
+
| 0.2895 | 3.47 | 149000 | 0.2725 |
|
| 201 |
+
| 0.2892 | 3.49 | 150000 | 0.2716 |
|
| 202 |
+
| 0.2889 | 3.52 | 151000 | 0.2722 |
|
| 203 |
+
| 0.289 | 3.54 | 152000 | 0.2718 |
|
| 204 |
+
| 0.2888 | 3.56 | 153000 | 0.2718 |
|
| 205 |
+
| 0.2887 | 3.59 | 154000 | 0.2725 |
|
| 206 |
+
| 0.2888 | 3.61 | 155000 | 0.2710 |
|
| 207 |
+
| 0.289 | 3.63 | 156000 | 0.2686 |
|
| 208 |
+
| 0.2873 | 3.66 | 157000 | 0.2693 |
|
| 209 |
+
| 0.2876 | 3.68 | 158000 | 0.2717 |
|
| 210 |
+
| 0.2873 | 3.7 | 159000 | 0.2711 |
|
| 211 |
+
| 0.2883 | 3.73 | 160000 | 0.2702 |
|
| 212 |
+
| 0.287 | 3.75 | 161000 | 0.2717 |
|
| 213 |
+
| 0.2868 | 3.77 | 162000 | 0.2690 |
|
| 214 |
+
| 0.2869 | 3.8 | 163000 | 0.2686 |
|
| 215 |
+
| 0.286 | 3.82 | 164000 | 0.2662 |
|
| 216 |
+
| 0.286 | 3.84 | 165000 | 0.2697 |
|
| 217 |
+
| 0.2859 | 3.87 | 166000 | 0.2704 |
|
| 218 |
+
| 0.2858 | 3.89 | 167000 | 0.2678 |
|
| 219 |
+
| 0.2854 | 3.91 | 168000 | 0.2670 |
|
| 220 |
+
| 0.2853 | 3.94 | 169000 | 0.2691 |
|
| 221 |
+
| 0.2849 | 3.96 | 170000 | 0.2683 |
|
| 222 |
+
| 0.2858 | 3.98 | 171000 | 0.2663 |
|
| 223 |
+
| 0.2846 | 4.01 | 172000 | 0.2714 |
|
| 224 |
+
| 0.2846 | 4.03 | 173000 | 0.2669 |
|
| 225 |
+
| 0.2844 | 4.05 | 174000 | 0.2691 |
|
| 226 |
+
| 0.2839 | 4.08 | 175000 | 0.2685 |
|
| 227 |
+
| 0.284 | 4.1 | 176000 | 0.2669 |
|
| 228 |
+
| 0.2835 | 4.12 | 177000 | 0.2660 |
|
| 229 |
+
| 0.2833 | 4.15 | 178000 | 0.2681 |
|
| 230 |
+
| 0.2833 | 4.17 | 179000 | 0.2678 |
|
| 231 |
+
| 0.2839 | 4.19 | 180000 | 0.2671 |
|
| 232 |
+
| 0.2832 | 4.22 | 181000 | 0.2657 |
|
| 233 |
+
| 0.2828 | 4.24 | 182000 | 0.2643 |
|
| 234 |
+
| 0.2825 | 4.26 | 183000 | 0.2665 |
|
| 235 |
+
| 0.2854 | 4.29 | 184000 | 0.2665 |
|
| 236 |
+
| 0.2824 | 4.31 | 185000 | 0.2619 |
|
| 237 |
+
| 0.2819 | 4.33 | 186000 | 0.2657 |
|
| 238 |
+
| 0.2824 | 4.36 | 187000 | 0.2655 |
|
| 239 |
+
| 0.2815 | 4.38 | 188000 | 0.2621 |
|
| 240 |
+
| 0.2814 | 4.4 | 189000 | 0.2638 |
|
| 241 |
+
| 0.2821 | 4.43 | 190000 | 0.2650 |
|
| 242 |
+
| 0.281 | 4.45 | 191000 | 0.2648 |
|
| 243 |
+
| 0.2812 | 4.47 | 192000 | 0.2635 |
|
| 244 |
+
| 0.2809 | 4.5 | 193000 | 0.2629 |
|
| 245 |
+
| 0.2809 | 4.52 | 194000 | 0.2643 |
|
| 246 |
+
| 0.2805 | 4.54 | 195000 | 0.2625 |
|
| 247 |
+
| 0.2806 | 4.57 | 196000 | 0.2639 |
|
| 248 |
+
| 0.2805 | 4.59 | 197000 | 0.2628 |
|
| 249 |
+
| 0.2799 | 4.61 | 198000 | 0.2629 |
|
| 250 |
+
| 0.2802 | 4.64 | 199000 | 0.2624 |
|
| 251 |
+
| 0.2799 | 4.66 | 200000 | 0.2646 |
|
| 252 |
+
| 0.2796 | 4.68 | 201000 | 0.2606 |
|
| 253 |
+
| 0.2796 | 4.71 | 202000 | 0.2641 |
|
| 254 |
+
| 0.2795 | 4.73 | 203000 | 0.2627 |
|
| 255 |
+
| 0.2793 | 4.75 | 204000 | 0.2612 |
|
| 256 |
+
| 0.2789 | 4.78 | 205000 | 0.2591 |
|
| 257 |
+
| 0.2789 | 4.8 | 206000 | 0.2602 |
|
| 258 |
+
| 0.2789 | 4.82 | 207000 | 0.2611 |
|
| 259 |
+
| 0.2787 | 4.85 | 208000 | 0.2650 |
|
| 260 |
+
| 0.2784 | 4.87 | 209000 | 0.2615 |
|
| 261 |
+
| 0.2782 | 4.89 | 210000 | 0.2624 |
|
| 262 |
+
| 0.2783 | 4.92 | 211000 | 0.2621 |
|
| 263 |
+
| 0.2781 | 4.94 | 212000 | 0.2614 |
|
| 264 |
+
| 0.2779 | 4.96 | 213000 | 0.2598 |
|
| 265 |
+
| 0.2776 | 4.99 | 214000 | 0.2595 |
|
| 266 |
+
| 0.2774 | 5.01 | 215000 | 0.2608 |
|
| 267 |
+
| 0.2782 | 5.03 | 216000 | 0.2615 |
|
| 268 |
+
| 0.2779 | 5.06 | 217000 | 0.2626 |
|
| 269 |
+
| 0.2768 | 5.08 | 218000 | 0.2594 |
|
| 270 |
+
| 0.2774 | 5.1 | 219000 | 0.2606 |
|
| 271 |
+
| 0.2767 | 5.13 | 220000 | 0.2606 |
|
| 272 |
+
| 0.2763 | 5.15 | 221000 | 0.2605 |
|
| 273 |
+
| 0.2766 | 5.17 | 222000 | 0.2599 |
|
| 274 |
+
| 0.2763 | 5.2 | 223000 | 0.2582 |
|
| 275 |
+
| 0.2764 | 5.22 | 224000 | 0.2606 |
|
| 276 |
+
| 0.276 | 5.24 | 225000 | 0.2585 |
|
| 277 |
+
| 0.2758 | 5.27 | 226000 | 0.2608 |
|
| 278 |
+
| 0.2761 | 5.29 | 227000 | 0.2606 |
|
| 279 |
+
| 0.2759 | 5.31 | 228000 | 0.2582 |
|
| 280 |
+
| 0.2754 | 5.34 | 229000 | 0.2570 |
|
| 281 |
+
| 0.2753 | 5.36 | 230000 | 0.2596 |
|
| 282 |
+
| 0.2753 | 5.38 | 231000 | 0.2578 |
|
| 283 |
+
| 0.2749 | 5.41 | 232000 | 0.2568 |
|
| 284 |
+
| 0.2749 | 5.43 | 233000 | 0.2575 |
|
| 285 |
+
| 0.2748 | 5.45 | 234000 | 0.2570 |
|
| 286 |
+
| 0.2744 | 5.48 | 235000 | 0.2594 |
|
| 287 |
+
| 0.2748 | 5.5 | 236000 | 0.2592 |
|
| 288 |
+
| 0.2742 | 5.52 | 237000 | 0.2585 |
|
| 289 |
+
| 0.2742 | 5.55 | 238000 | 0.2570 |
|
| 290 |
+
| 0.2743 | 5.57 | 239000 | 0.2567 |
|
| 291 |
+
| 0.274 | 5.59 | 240000 | 0.2570 |
|
| 292 |
+
| 0.2739 | 5.62 | 241000 | 0.2584 |
|
| 293 |
+
| 0.2738 | 5.64 | 242000 | 0.2564 |
|
| 294 |
+
| 0.2737 | 5.66 | 243000 | 0.2559 |
|
| 295 |
+
| 0.2732 | 5.69 | 244000 | 0.2552 |
|
| 296 |
+
| 0.2733 | 5.71 | 245000 | 0.2560 |
|
| 297 |
+
| 0.2733 | 5.73 | 246000 | 0.2555 |
|
| 298 |
+
| 0.2732 | 5.76 | 247000 | 0.2539 |
|
| 299 |
+
| 0.2732 | 5.78 | 248000 | 0.2552 |
|
| 300 |
+
| 0.2729 | 5.8 | 249000 | 0.2535 |
|
| 301 |
+
| 0.2728 | 5.82 | 250000 | 0.2543 |
|
| 302 |
+
| 0.2729 | 5.85 | 251000 | 0.2555 |
|
| 303 |
+
| 0.2723 | 5.87 | 252000 | 0.2528 |
|
| 304 |
+
| 0.2722 | 5.89 | 253000 | 0.2557 |
|
| 305 |
+
| 0.2722 | 5.92 | 254000 | 0.2576 |
|
| 306 |
+
| 0.2718 | 5.94 | 255000 | 0.2552 |
|
| 307 |
+
| 0.2715 | 5.96 | 256000 | 0.2557 |
|
| 308 |
+
| 0.2725 | 5.99 | 257000 | 0.2527 |
|
| 309 |
+
| 0.2717 | 6.01 | 258000 | 0.2517 |
|
| 310 |
+
| 0.272 | 6.03 | 259000 | 0.2557 |
|
| 311 |
+
| 0.2717 | 6.06 | 260000 | 0.2546 |
|
| 312 |
+
| 0.2709 | 6.08 | 261000 | 0.2549 |
|
| 313 |
+
| 0.2708 | 6.1 | 262000 | 0.2543 |
|
| 314 |
+
| 0.2719 | 6.13 | 263000 | 0.2540 |
|
| 315 |
+
| 0.2706 | 6.15 | 264000 | 0.2522 |
|
| 316 |
+
| 0.2705 | 6.17 | 265000 | 0.2552 |
|
| 317 |
+
| 0.2708 | 6.2 | 266000 | 0.2525 |
|
| 318 |
+
| 0.2704 | 6.22 | 267000 | 0.2517 |
|
| 319 |
+
| 0.2701 | 6.24 | 268000 | 0.2536 |
|
| 320 |
+
| 0.2704 | 6.27 | 269000 | 0.2539 |
|
| 321 |
+
| 0.2702 | 6.29 | 270000 | 0.2548 |
|
| 322 |
+
| 0.2698 | 6.31 | 271000 | 0.2508 |
|
| 323 |
+
| 0.2703 | 6.34 | 272000 | 0.2518 |
|
| 324 |
+
| 0.2693 | 6.36 | 273000 | 0.2533 |
|
| 325 |
+
| 0.2698 | 6.38 | 274000 | 0.2530 |
|
| 326 |
+
| 0.2697 | 6.41 | 275000 | 0.2507 |
|
| 327 |
+
| 0.2691 | 6.43 | 276000 | 0.2510 |
|
| 328 |
+
| 0.2691 | 6.45 | 277000 | 0.2523 |
|
| 329 |
+
| 0.2689 | 6.48 | 278000 | 0.2522 |
|
| 330 |
+
| 0.2688 | 6.5 | 279000 | 0.2515 |
|
| 331 |
+
| 0.2686 | 6.52 | 280000 | 0.2516 |
|
| 332 |
+
| 0.2686 | 6.55 | 281000 | 0.2526 |
|
| 333 |
+
| 0.2686 | 6.57 | 282000 | 0.2530 |
|
| 334 |
+
| 0.2681 | 6.59 | 283000 | 0.2523 |
|
| 335 |
+
| 0.2683 | 6.62 | 284000 | 0.2518 |
|
| 336 |
+
| 0.268 | 6.64 | 285000 | 0.2508 |
|
| 337 |
+
| 0.2683 | 6.66 | 286000 | 0.2502 |
|
| 338 |
+
| 0.2681 | 6.69 | 287000 | 0.2507 |
|
| 339 |
+
| 0.2681 | 6.71 | 288000 | 0.2518 |
|
| 340 |
+
| 0.2679 | 6.73 | 289000 | 0.2504 |
|
| 341 |
+
| 0.2675 | 6.76 | 290000 | 0.2505 |
|
| 342 |
+
| 0.2679 | 6.78 | 291000 | 0.2502 |
|
| 343 |
+
| 0.2675 | 6.8 | 292000 | 0.2517 |
|
| 344 |
+
| 0.2672 | 6.83 | 293000 | 0.2517 |
|
| 345 |
+
| 0.2673 | 6.85 | 294000 | 0.2483 |
|
| 346 |
+
| 0.2671 | 6.87 | 295000 | 0.2483 |
|
| 347 |
+
| 0.2669 | 6.9 | 296000 | 0.2523 |
|
| 348 |
+
| 0.2666 | 6.92 | 297000 | 0.2494 |
|
| 349 |
+
| 0.2664 | 6.94 | 298000 | 0.2497 |
|
| 350 |
+
| 0.2953 | 6.97 | 299000 | 0.6473 |
|
| 351 |
+
| 0.6483 | 6.99 | 300000 | 0.6471 |
|
| 352 |
+
| 0.6477 | 7.01 | 301000 | 0.6461 |
|
| 353 |
+
| 0.6471 | 7.04 | 302000 | 0.6455 |
|
| 354 |
+
| 0.4659 | 7.06 | 303000 | 0.2599 |
|
| 355 |
+
| 0.2707 | 7.08 | 304000 | 0.2535 |
|
| 356 |
+
| 0.2681 | 7.11 | 305000 | 0.2525 |
|
| 357 |
+
| 0.2678 | 7.13 | 306000 | 0.2504 |
|
| 358 |
+
| 0.267 | 7.15 | 307000 | 0.2485 |
|
| 359 |
+
| 0.2663 | 7.18 | 308000 | 0.2510 |
|
| 360 |
+
| 0.266 | 7.2 | 309000 | 0.2499 |
|
| 361 |
+
| 0.2658 | 7.22 | 310000 | 0.2481 |
|
| 362 |
+
| 0.2656 | 7.25 | 311000 | 0.2481 |
|
| 363 |
+
| 0.2653 | 7.27 | 312000 | 0.2519 |
|
| 364 |
+
| 0.2652 | 7.29 | 313000 | 0.2483 |
|
| 365 |
+
| 0.2654 | 7.32 | 314000 | 0.2468 |
|
| 366 |
+
| 0.2653 | 7.34 | 315000 | 0.2493 |
|
| 367 |
+
| 0.265 | 7.36 | 316000 | 0.2473 |
|
| 368 |
+
| 0.2646 | 7.39 | 317000 | 0.2479 |
|
| 369 |
+
| 0.2647 | 7.41 | 318000 | 0.2483 |
|
| 370 |
+
| 0.2645 | 7.43 | 319000 | 0.2484 |
|
| 371 |
+
| 0.2642 | 7.46 | 320000 | 0.2467 |
|
| 372 |
+
| 0.2643 | 7.48 | 321000 | 0.2483 |
|
| 373 |
+
| 0.2643 | 7.5 | 322000 | 0.2488 |
|
| 374 |
+
| 0.2638 | 7.53 | 323000 | 0.2484 |
|
| 375 |
+
| 0.2636 | 7.55 | 324000 | 0.2478 |
|
| 376 |
+
| 0.2633 | 7.57 | 325000 | 0.2480 |
|
| 377 |
+
| 0.2633 | 7.6 | 326000 | 0.2482 |
|
| 378 |
+
| 0.2637 | 7.62 | 327000 | 0.2486 |
|
| 379 |
+
| 0.2634 | 7.64 | 328000 | 0.2464 |
|
| 380 |
+
| 0.2631 | 7.67 | 329000 | 0.2453 |
|
| 381 |
+
| 0.2631 | 7.69 | 330000 | 0.2482 |
|
| 382 |
+
| 0.263 | 7.71 | 331000 | 0.2436 |
|
| 383 |
+
| 0.2631 | 7.74 | 332000 | 0.2457 |
|
| 384 |
+
| 0.2629 | 7.76 | 333000 | 0.2470 |
|
| 385 |
+
| 0.2626 | 7.78 | 334000 | 0.2488 |
|
| 386 |
+
| 0.2626 | 7.81 | 335000 | 0.2465 |
|
| 387 |
+
| 0.2623 | 7.83 | 336000 | 0.2481 |
|
| 388 |
+
| 0.2624 | 7.85 | 337000 | 0.2449 |
|
| 389 |
+
| 0.2623 | 7.88 | 338000 | 0.2460 |
|
| 390 |
+
| 0.2626 | 7.9 | 339000 | 0.2447 |
|
| 391 |
+
| 0.262 | 7.92 | 340000 | 0.2456 |
|
| 392 |
+
| 0.2624 | 7.95 | 341000 | 0.2436 |
|
| 393 |
+
| 0.2618 | 7.97 | 342000 | 0.2451 |
|
| 394 |
+
| 0.2617 | 7.99 | 343000 | 0.2431 |
|
| 395 |
+
| 0.2614 | 8.02 | 344000 | 0.2446 |
|
| 396 |
+
| 0.2617 | 8.04 | 345000 | 0.2446 |
|
| 397 |
+
| 0.2612 | 8.06 | 346000 | 0.2443 |
|
| 398 |
+
| 0.261 | 8.08 | 347000 | 0.2445 |
|
| 399 |
+
| 0.261 | 8.11 | 348000 | 0.2460 |
|
| 400 |
+
| 0.261 | 8.13 | 349000 | 0.2420 |
|
| 401 |
+
| 0.2608 | 8.15 | 350000 | 0.2434 |
|
| 402 |
+
| 0.2607 | 8.18 | 351000 | 0.2465 |
|
| 403 |
+
| 0.261 | 8.2 | 352000 | 0.2440 |
|
| 404 |
+
| 0.2605 | 8.22 | 353000 | 0.2437 |
|
| 405 |
+
| 0.2605 | 8.25 | 354000 | 0.2444 |
|
| 406 |
+
| 0.2603 | 8.27 | 355000 | 0.2447 |
|
| 407 |
+
| 0.2599 | 8.29 | 356000 | 0.2416 |
|
| 408 |
+
| 0.2601 | 8.32 | 357000 | 0.2435 |
|
| 409 |
+
| 0.26 | 8.34 | 358000 | 0.2428 |
|
| 410 |
+
| 0.26 | 8.36 | 359000 | 0.2448 |
|
| 411 |
+
| 0.2596 | 8.39 | 360000 | 0.2432 |
|
| 412 |
+
| 0.2596 | 8.41 | 361000 | 0.2435 |
|
| 413 |
+
| 0.2595 | 8.43 | 362000 | 0.2439 |
|
| 414 |
+
| 0.2593 | 8.46 | 363000 | 0.2452 |
|
| 415 |
+
| 0.2593 | 8.48 | 364000 | 0.2412 |
|
| 416 |
+
| 0.2592 | 8.5 | 365000 | 0.2430 |
|
| 417 |
+
| 0.2587 | 8.53 | 366000 | 0.2405 |
|
| 418 |
+
| 0.2591 | 8.55 | 367000 | 0.2447 |
|
| 419 |
+
| 0.2586 | 8.57 | 368000 | 0.2428 |
|
| 420 |
+
| 0.259 | 8.6 | 369000 | 0.2415 |
|
| 421 |
+
| 0.2588 | 8.62 | 370000 | 0.2388 |
|
| 422 |
+
| 0.2585 | 8.64 | 371000 | 0.2436 |
|
| 423 |
+
| 0.2582 | 8.67 | 372000 | 0.2406 |
|
| 424 |
+
| 0.2583 | 8.69 | 373000 | 0.2428 |
|
| 425 |
+
| 0.2585 | 8.71 | 374000 | 0.2433 |
|
| 426 |
+
| 0.2578 | 8.74 | 375000 | 0.2411 |
|
| 427 |
+
| 0.2582 | 8.76 | 376000 | 0.2427 |
|
| 428 |
+
| 0.258 | 8.78 | 377000 | 0.2417 |
|
| 429 |
+
| 0.2576 | 8.81 | 378000 | 0.2399 |
|
| 430 |
+
| 0.2574 | 8.83 | 379000 | 0.2415 |
|
| 431 |
+
| 0.2579 | 8.85 | 380000 | 0.2417 |
|
| 432 |
+
| 0.2573 | 8.88 | 381000 | 0.2407 |
|
| 433 |
+
| 0.2575 | 8.9 | 382000 | 0.2418 |
|
| 434 |
+
| 0.2573 | 8.92 | 383000 | 0.2398 |
|
| 435 |
+
| 0.2573 | 8.95 | 384000 | 0.2400 |
|
| 436 |
+
| 0.2569 | 8.97 | 385000 | 0.2390 |
|
| 437 |
+
| 0.2572 | 8.99 | 386000 | 0.2373 |
|
| 438 |
+
| 0.2566 | 9.02 | 387000 | 0.2406 |
|
| 439 |
+
| 0.2565 | 9.04 | 388000 | 0.2388 |
|
| 440 |
+
| 0.2566 | 9.06 | 389000 | 0.2398 |
|
| 441 |
+
| 0.2564 | 9.09 | 390000 | 0.2411 |
|
| 442 |
+
| 0.2566 | 9.11 | 391000 | 0.2374 |
|
| 443 |
+
| 0.2564 | 9.13 | 392000 | 0.2417 |
|
| 444 |
+
| 0.2565 | 9.16 | 393000 | 0.2408 |
|
| 445 |
+
| 0.2566 | 9.18 | 394000 | 0.2391 |
|
| 446 |
+
| 0.2561 | 9.2 | 395000 | 0.2375 |
|
| 447 |
+
| 0.2562 | 9.23 | 396000 | 0.2393 |
|
| 448 |
+
| 0.256 | 9.25 | 397000 | 0.2419 |
|
| 449 |
+
| 0.2561 | 9.27 | 398000 | 0.2420 |
|
| 450 |
+
| 0.2554 | 9.3 | 399000 | 0.2418 |
|
| 451 |
+
| 0.2559 | 9.32 | 400000 | 0.2379 |
|
| 452 |
+
| 0.2555 | 9.34 | 401000 | 0.2394 |
|
| 453 |
+
| 0.2553 | 9.37 | 402000 | 0.2388 |
|
| 454 |
+
| 0.2553 | 9.39 | 403000 | 0.2373 |
|
| 455 |
+
| 0.2553 | 9.41 | 404000 | 0.2365 |
|
| 456 |
+
| 0.2555 | 9.44 | 405000 | 0.2398 |
|
| 457 |
+
| 0.2553 | 9.46 | 406000 | 0.2392 |
|
| 458 |
+
| 0.255 | 9.48 | 407000 | 0.2371 |
|
| 459 |
+
| 0.2548 | 9.51 | 408000 | 0.2382 |
|
| 460 |
+
| 0.2548 | 9.53 | 409000 | 0.2374 |
|
| 461 |
+
| 0.2548 | 9.55 | 410000 | 0.2390 |
|
| 462 |
+
| 0.2547 | 9.58 | 411000 | 0.2395 |
|
| 463 |
+
| 0.2544 | 9.6 | 412000 | 0.2367 |
|
| 464 |
+
| 0.2548 | 9.62 | 413000 | 0.2361 |
|
| 465 |
+
| 0.2545 | 9.65 | 414000 | 0.2389 |
|
| 466 |
+
| 0.2547 | 9.67 | 415000 | 0.2401 |
|
| 467 |
+
| 0.2545 | 9.69 | 416000 | 0.2389 |
|
| 468 |
+
| 0.2543 | 9.72 | 417000 | 0.2375 |
|
| 469 |
+
| 0.2543 | 9.74 | 418000 | 0.2396 |
|
| 470 |
+
| 0.2541 | 9.76 | 419000 | 0.2385 |
|
| 471 |
+
| 0.2541 | 9.79 | 420000 | 0.2357 |
|
| 472 |
+
| 0.2539 | 9.81 | 421000 | 0.2378 |
|
| 473 |
+
| 0.254 | 9.83 | 422000 | 0.2355 |
|
| 474 |
+
| 0.2537 | 9.86 | 423000 | 0.2358 |
|
| 475 |
+
| 0.2536 | 9.88 | 424000 | 0.2361 |
|
| 476 |
+
| 0.2534 | 9.9 | 425000 | 0.2385 |
|
| 477 |
+
| 0.2534 | 9.93 | 426000 | 0.2372 |
|
| 478 |
+
| 0.2535 | 9.95 | 427000 | 0.2362 |
|
| 479 |
+
| 0.2535 | 9.97 | 428000 | 0.2361 |
|
| 480 |
+
| 0.2532 | 10.0 | 429000 | 0.2369 |
|
| 481 |
+
| 0.2533 | 10.02 | 430000 | 0.2366 |
|
| 482 |
+
| 0.2529 | 10.04 | 431000 | 0.2381 |
|
| 483 |
+
| 0.2532 | 10.07 | 432000 | 0.2370 |
|
| 484 |
+
| 0.253 | 10.09 | 433000 | 0.2379 |
|
| 485 |
+
| 0.2531 | 10.11 | 434000 | 0.2394 |
|
| 486 |
+
| 0.2528 | 10.14 | 435000 | 0.2357 |
|
| 487 |
+
| 0.253 | 10.16 | 436000 | 0.2384 |
|
| 488 |
+
| 0.2525 | 10.18 | 437000 | 0.2387 |
|
| 489 |
+
| 0.2526 | 10.21 | 438000 | 0.2344 |
|
| 490 |
+
| 0.2527 | 10.23 | 439000 | 0.2362 |
|
| 491 |
+
| 0.2528 | 10.25 | 440000 | 0.2371 |
|
| 492 |
+
| 0.2525 | 10.28 | 441000 | 0.2355 |
|
| 493 |
+
| 0.2521 | 10.3 | 442000 | 0.2365 |
|
| 494 |
+
| 0.2523 | 10.32 | 443000 | 0.2356 |
|
| 495 |
+
| 0.2523 | 10.35 | 444000 | 0.2366 |
|
| 496 |
+
| 0.2519 | 10.37 | 445000 | 0.2352 |
|
| 497 |
+
| 0.2523 | 10.39 | 446000 | 0.2358 |
|
| 498 |
+
| 0.2521 | 10.41 | 447000 | 0.2341 |
|
| 499 |
+
| 0.2519 | 10.44 | 448000 | 0.2375 |
|
| 500 |
+
| 0.2519 | 10.46 | 449000 | 0.2350 |
|
| 501 |
+
| 0.2519 | 10.48 | 450000 | 0.2356 |
|
| 502 |
+
| 0.2518 | 10.51 | 451000 | 0.2345 |
|
| 503 |
+
| 0.252 | 10.53 | 452000 | 0.2365 |
|
| 504 |
+
| 0.2517 | 10.55 | 453000 | 0.2377 |
|
| 505 |
+
| 0.2516 | 10.58 | 454000 | 0.2362 |
|
| 506 |
+
| 0.2517 | 10.6 | 455000 | 0.2354 |
|
| 507 |
+
| 0.2515 | 10.62 | 456000 | 0.2340 |
|
| 508 |
+
| 0.2515 | 10.65 | 457000 | 0.2348 |
|
| 509 |
+
| 0.2517 | 10.67 | 458000 | 0.2370 |
|
| 510 |
+
| 0.2514 | 10.69 | 459000 | 0.2341 |
|
| 511 |
+
| 0.2514 | 10.72 | 460000 | 0.2361 |
|
| 512 |
+
| 0.2513 | 10.74 | 461000 | 0.2357 |
|
| 513 |
+
| 0.2516 | 10.76 | 462000 | 0.2352 |
|
| 514 |
+
| 0.2511 | 10.79 | 463000 | 0.2325 |
|
| 515 |
+
| 0.2515 | 10.81 | 464000 | 0.2364 |
|
| 516 |
+
| 0.2509 | 10.83 | 465000 | 0.2379 |
|
| 517 |
+
| 0.2511 | 10.86 | 466000 | 0.2361 |
|
| 518 |
+
| 0.2513 | 10.88 | 467000 | 0.2350 |
|
| 519 |
+
| 0.2509 | 10.9 | 468000 | 0.2350 |
|
| 520 |
+
| 0.2512 | 10.93 | 469000 | 0.2339 |
|
| 521 |
+
| 0.2508 | 10.95 | 470000 | 0.2333 |
|
| 522 |
+
| 0.2508 | 10.97 | 471000 | 0.2342 |
|
| 523 |
+
| 0.2508 | 11.0 | 472000 | 0.2346 |
|
| 524 |
+
| 0.2509 | 11.02 | 473000 | 0.2332 |
|
| 525 |
+
| 0.2506 | 11.04 | 474000 | 0.2351 |
|
| 526 |
+
| 0.2506 | 11.07 | 475000 | 0.2317 |
|
| 527 |
+
| 0.2508 | 11.09 | 476000 | 0.2339 |
|
| 528 |
+
| 0.2506 | 11.11 | 477000 | 0.2343 |
|
| 529 |
+
| 0.2506 | 11.14 | 478000 | 0.2336 |
|
| 530 |
+
| 0.2508 | 11.16 | 479000 | 0.2331 |
|
| 531 |
+
| 0.2507 | 11.18 | 480000 | 0.2337 |
|
| 532 |
+
| 0.2506 | 11.21 | 481000 | 0.2345 |
|
| 533 |
+
| 0.2505 | 11.23 | 482000 | 0.2329 |
|
| 534 |
+
| 0.2505 | 11.25 | 483000 | 0.2361 |
|
| 535 |
+
| 0.2505 | 11.28 | 484000 | 0.2341 |
|
| 536 |
+
| 0.2503 | 11.3 | 485000 | 0.2339 |
|
| 537 |
+
| 0.2505 | 11.32 | 486000 | 0.2341 |
|
| 538 |
+
| 0.2505 | 11.35 | 487000 | 0.2334 |
|
| 539 |
+
| 0.2504 | 11.37 | 488000 | 0.2337 |
|
| 540 |
+
| 0.2504 | 11.39 | 489000 | 0.2356 |
|
| 541 |
+
| 0.2506 | 11.42 | 490000 | 0.2319 |
|
| 542 |
+
| 0.2503 | 11.44 | 491000 | 0.2337 |
|
| 543 |
+
| 0.2501 | 11.46 | 492000 | 0.2318 |
|
| 544 |
+
| 0.2505 | 11.49 | 493000 | 0.2325 |
|
| 545 |
+
| 0.2504 | 11.51 | 494000 | 0.2338 |
|
| 546 |
+
| 0.2503 | 11.53 | 495000 | 0.2317 |
|
| 547 |
+
| 0.2502 | 11.56 | 496000 | 0.2340 |
|
| 548 |
+
| 0.25 | 11.58 | 497000 | 0.2341 |
|
| 549 |
+
| 0.2502 | 11.6 | 498000 | 0.2324 |
|
| 550 |
+
| 0.2504 | 11.63 | 499000 | 0.2360 |
|
| 551 |
+
| 0.2501 | 11.65 | 500000 | 0.2346 |
|
| 552 |
+
|
| 553 |
+
|
| 554 |
+
### Framework versions
|
| 555 |
+
|
| 556 |
+
- Transformers 4.17.0
|
| 557 |
+
- Pytorch 1.11.0
|
| 558 |
+
- Datasets 2.5.0
|
| 559 |
+
- Tokenizers 0.12.1
|