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--- |
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language: |
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- bm |
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base_model: oza75/bambara-vqvae |
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tags: |
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- generated_from_trainer |
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model-index: |
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- name: bambara-vqvae |
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results: [] |
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--- |
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You |
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should probably proofread and complete it, then remove this comment. --> |
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# bambara-vqvae |
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This model is a fine-tuned version of [oza75/bambara-vqvae](https://huggingface.co/oza75/bambara-vqvae) on the oza75/bambara-tts dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 0.2141 |
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- Mse: 0.0388 |
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- Snr: 21.6232 |
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## Model description |
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More information needed |
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## Intended uses & limitations |
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More information needed |
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## Training and evaluation data |
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More information needed |
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## Training procedure |
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### Training hyperparameters |
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The following hyperparameters were used during training: |
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- learning_rate: 5e-05 |
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- train_batch_size: 128 |
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- eval_batch_size: 64 |
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- seed: 42 |
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
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- lr_scheduler_type: linear |
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- num_epochs: 1 |
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### Training results |
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| Training Loss | Epoch | Step | Validation Loss | Mse | Snr | |
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|:-------------:|:-------:|:-----:|:---------------:|:------:|:-------:| |
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| 0.5677 | 0.4630 | 100 | 0.6122 | 0.0440 | 21.0825 | |
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| 0.5558 | 0.9259 | 200 | 0.5925 | 0.0444 | 21.0412 | |
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| 0.5579 | 1.3889 | 300 | 0.6126 | 0.0445 | 21.0335 | |
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| 0.5711 | 1.8519 | 400 | 0.6078 | 0.0430 | 21.1782 | |
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| 0.5698 | 2.3148 | 500 | 0.5475 | 0.0447 | 21.0131 | |
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| 0.5427 | 2.7778 | 600 | 0.5879 | 0.0440 | 21.0778 | |
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| 0.4864 | 3.2407 | 700 | 0.5822 | 0.0459 | 20.8911 | |
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| 0.5086 | 3.7037 | 800 | 0.4969 | 0.0450 | 20.9817 | |
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| 0.5224 | 4.1667 | 900 | 0.5290 | 0.0441 | 21.0634 | |
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| 0.5091 | 4.6296 | 1000 | 0.5169 | 0.0434 | 21.1327 | |
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| 0.5162 | 5.0926 | 1100 | 0.4908 | 0.0474 | 20.7552 | |
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| 0.4982 | 5.5556 | 1200 | 0.4993 | 0.0428 | 21.1959 | |
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| 0.4894 | 6.0185 | 1300 | 0.4267 | 0.0428 | 21.1945 | |
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| 0.4727 | 6.4815 | 1400 | 0.5009 | 0.0435 | 21.1285 | |
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| 0.4879 | 6.9444 | 1500 | 0.5038 | 0.0455 | 20.9315 | |
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| 0.467 | 7.4074 | 1600 | 0.4557 | 0.0450 | 20.9773 | |
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| 0.483 | 7.8704 | 1700 | 0.5395 | 0.0425 | 21.2259 | |
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| 0.4668 | 8.3333 | 1800 | 0.4553 | 0.0442 | 21.0575 | |
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| 0.4824 | 8.7963 | 1900 | 0.4558 | 0.0434 | 21.1353 | |
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| 0.4797 | 9.2593 | 2000 | 0.4364 | 0.0448 | 20.9965 | |
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| 0.4618 | 9.7222 | 2100 | 0.4926 | 0.0451 | 20.9719 | |
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| 0.4408 | 10.1852 | 2200 | 0.4168 | 0.0433 | 21.1472 | |
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| 0.4493 | 10.6481 | 2300 | 0.4842 | 0.0447 | 21.0089 | |
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| 0.4456 | 11.1111 | 2400 | 0.4067 | 0.0438 | 21.1018 | |
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| 0.4347 | 11.5741 | 2500 | 0.4760 | 0.0419 | 21.2927 | |
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| 0.4337 | 12.0370 | 2600 | 0.3838 | 0.0442 | 21.0568 | |
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| 0.4383 | 12.5 | 2700 | 0.4358 | 0.0457 | 20.9107 | |
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| 0.4156 | 12.9630 | 2800 | 0.4855 | 0.0438 | 21.0949 | |
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| 0.415 | 13.4259 | 2900 | 0.4486 | 0.0443 | 21.0527 | |
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| 0.4311 | 13.8889 | 3000 | 0.4502 | 0.0430 | 21.1770 | |
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| 0.412 | 14.3519 | 3100 | 0.4045 | 0.0438 | 21.0983 | |
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| 0.4229 | 14.8148 | 3200 | 0.4118 | 0.0454 | 20.9410 | |
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| 0.3895 | 15.2778 | 3300 | 0.3951 | 0.0434 | 21.1407 | |
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| 0.404 | 15.7407 | 3400 | 0.3730 | 0.0456 | 20.9207 | |
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| 0.4044 | 16.2037 | 3500 | 0.4251 | 0.0442 | 21.0600 | |
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| 0.3991 | 16.6667 | 3600 | 0.4125 | 0.0431 | 21.1651 | |
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| 0.3822 | 17.1296 | 3700 | 0.4440 | 0.0443 | 21.0530 | |
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| 0.3808 | 17.5926 | 3800 | 0.3842 | 0.0429 | 21.1915 | |
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| 0.3753 | 18.0556 | 3900 | 0.3789 | 0.0439 | 21.0840 | |
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| 0.3896 | 18.5185 | 4000 | 0.3899 | 0.0444 | 21.0411 | |
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| 0.3648 | 18.9815 | 4100 | 0.3431 | 0.0428 | 21.2004 | |
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| 0.3742 | 19.4444 | 4200 | 0.3637 | 0.0441 | 21.0636 | |
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| 0.3748 | 19.9074 | 4300 | 0.3774 | 0.0437 | 21.1046 | |
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| 0.3645 | 20.3704 | 4400 | 0.3855 | 0.0451 | 20.9709 | |
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| 0.3651 | 20.8333 | 4500 | 0.3881 | 0.0438 | 21.0954 | |
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| 0.35 | 21.2963 | 4600 | 0.3600 | 0.0425 | 21.2300 | |
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| 0.3541 | 21.7593 | 4700 | 0.3662 | 0.0452 | 20.9625 | |
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| 0.3552 | 22.2222 | 4800 | 0.3795 | 0.0422 | 21.2598 | |
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| 0.3434 | 22.6852 | 4900 | 0.3424 | 0.0433 | 21.1513 | |
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| 0.3426 | 23.1481 | 5000 | 0.3621 | 0.0416 | 21.3237 | |
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| 0.3508 | 23.6111 | 5100 | 0.3624 | 0.0426 | 21.2155 | |
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| 0.3333 | 24.0741 | 5200 | 0.3563 | 0.0439 | 21.0870 | |
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| 0.3403 | 24.5370 | 5300 | 0.3678 | 0.0425 | 21.2243 | |
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| 0.3459 | 25.0 | 5400 | 0.3455 | 0.0433 | 21.1425 | |
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| 0.3335 | 25.4630 | 5500 | 0.3450 | 0.0424 | 21.2427 | |
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| 0.3395 | 25.9259 | 5600 | 0.3615 | 0.0439 | 21.0848 | |
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| 0.3358 | 26.3889 | 5700 | 0.3193 | 0.0438 | 21.0945 | |
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| 0.3264 | 26.8519 | 5800 | 0.3410 | 0.0435 | 21.1323 | |
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| 0.3298 | 27.3148 | 5900 | 0.3294 | 0.0443 | 21.0527 | |
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| 0.3189 | 27.7778 | 6000 | 0.3193 | 0.0435 | 21.1289 | |
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| 0.3309 | 28.2407 | 6100 | 0.3255 | 0.0424 | 21.2416 | |
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| 0.3137 | 28.7037 | 6200 | 0.3374 | 0.0445 | 21.0272 | |
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| 0.3158 | 29.1667 | 6300 | 0.3200 | 0.0445 | 21.0245 | |
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| 0.3176 | 29.6296 | 6400 | 0.3351 | 0.0427 | 21.2113 | |
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| 0.3166 | 30.0926 | 6500 | 0.2949 | 0.0420 | 21.2784 | |
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| 0.3095 | 30.5556 | 6600 | 0.3173 | 0.0422 | 21.2565 | |
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| 0.3202 | 31.0185 | 6700 | 0.3052 | 0.0424 | 21.2393 | |
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| 0.315 | 31.4815 | 6800 | 0.3197 | 0.0428 | 21.1954 | |
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| 0.3118 | 31.9444 | 6900 | 0.3006 | 0.0434 | 21.1332 | |
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| 0.3002 | 32.4074 | 7000 | 0.3322 | 0.0433 | 21.1481 | |
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| 0.3143 | 32.8704 | 7100 | 0.2918 | 0.0410 | 21.3850 | |
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| 0.3057 | 33.3333 | 7200 | 0.3166 | 0.0403 | 21.4642 | |
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| 0.2924 | 33.7963 | 7300 | 0.3248 | 0.0417 | 21.3092 | |
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| 0.3006 | 34.2593 | 7400 | 0.3126 | 0.0431 | 21.1718 | |
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| 0.2967 | 34.7222 | 7500 | 0.2866 | 0.0398 | 21.5149 | |
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| 0.2848 | 35.1852 | 7600 | 0.2854 | 0.0415 | 21.3295 | |
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| 0.3027 | 35.6481 | 7700 | 0.2809 | 0.0427 | 21.2067 | |
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| 0.2888 | 36.1111 | 7800 | 0.2841 | 0.0426 | 21.2207 | |
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| 0.2858 | 36.5741 | 7900 | 0.2796 | 0.0428 | 21.1980 | |
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| 0.2897 | 37.0370 | 8000 | 0.2703 | 0.0414 | 21.3461 | |
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| 0.2924 | 37.5 | 8100 | 0.2895 | 0.0426 | 21.2142 | |
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| 0.2796 | 37.9630 | 8200 | 0.2977 | 0.0430 | 21.1760 | |
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| 0.2751 | 38.4259 | 8300 | 0.2916 | 0.0416 | 21.3194 | |
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| 0.2808 | 38.8889 | 8400 | 0.2970 | 0.0421 | 21.2747 | |
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| 0.2784 | 39.3519 | 8500 | 0.2800 | 0.0427 | 21.2095 | |
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| 0.2821 | 39.8148 | 8600 | 0.2929 | 0.0412 | 21.3627 | |
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| 0.2774 | 40.2778 | 8700 | 0.2743 | 0.0414 | 21.3445 | |
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| 0.2843 | 40.7407 | 8800 | 0.3020 | 0.0415 | 21.3325 | |
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| 0.2724 | 41.2037 | 8900 | 0.2810 | 0.0421 | 21.2651 | |
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| 0.2739 | 41.6667 | 9000 | 0.2781 | 0.0421 | 21.2719 | |
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| 0.2672 | 42.1296 | 9100 | 0.2675 | 0.0411 | 21.3770 | |
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| 0.2722 | 42.5926 | 9200 | 0.2751 | 0.0422 | 21.2586 | |
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| 0.2719 | 43.0556 | 9300 | 0.2752 | 0.0418 | 21.2978 | |
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| 0.2659 | 43.5185 | 9400 | 0.2788 | 0.0413 | 21.3577 | |
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| 0.2698 | 43.9815 | 9500 | 0.2866 | 0.0410 | 21.3812 | |
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| 0.263 | 44.4444 | 9600 | 0.2839 | 0.0415 | 21.3324 | |
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| 0.2659 | 44.9074 | 9700 | 0.2675 | 0.0410 | 21.3832 | |
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| 0.2616 | 45.3704 | 9800 | 0.2753 | 0.0406 | 21.4219 | |
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| 0.2663 | 45.8333 | 9900 | 0.2597 | 0.0421 | 21.2660 | |
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| 0.2637 | 46.2963 | 10000 | 0.2565 | 0.0408 | 21.4025 | |
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| 0.2588 | 46.7593 | 10100 | 0.2651 | 0.0411 | 21.3746 | |
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| 0.2541 | 47.2222 | 10200 | 0.2614 | 0.0417 | 21.3115 | |
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| 0.2615 | 47.6852 | 10300 | 0.2843 | 0.0421 | 21.2659 | |
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| 0.251 | 48.1481 | 10400 | 0.2354 | 0.0414 | 21.3444 | |
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| 0.2567 | 48.6111 | 10500 | 0.2662 | 0.0407 | 21.4188 | |
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| 0.2537 | 49.0741 | 10600 | 0.2670 | 0.0413 | 21.3502 | |
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| 0.2556 | 49.5370 | 10700 | 0.2425 | 0.0408 | 21.4062 | |
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| 0.2526 | 50.0 | 10800 | 0.2658 | 0.0414 | 21.3399 | |
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| 0.2545 | 50.4630 | 10900 | 0.2506 | 0.0407 | 21.4211 | |
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| 0.2551 | 50.9259 | 11000 | 0.2530 | 0.0418 | 21.3017 | |
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| 0.247 | 51.3889 | 11100 | 0.2532 | 0.0426 | 21.2180 | |
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| 0.2501 | 51.8519 | 11200 | 0.2638 | 0.0410 | 21.3860 | |
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| 0.2469 | 52.3148 | 11300 | 0.2457 | 0.0417 | 21.3151 | |
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| 0.245 | 52.7778 | 11400 | 0.2527 | 0.0405 | 21.4325 | |
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| 0.2425 | 53.2407 | 11500 | 0.2599 | 0.0411 | 21.3752 | |
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| 0.2437 | 53.7037 | 11600 | 0.2586 | 0.0409 | 21.3962 | |
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| 0.2456 | 54.1667 | 11700 | 0.2496 | 0.0420 | 21.2753 | |
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| 0.2469 | 54.6296 | 11800 | 0.2473 | 0.0401 | 21.4771 | |
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| 0.2493 | 55.0926 | 11900 | 0.2473 | 0.0407 | 21.4180 | |
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| 0.2454 | 55.5556 | 12000 | 0.2513 | 0.0414 | 21.3473 | |
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| 0.2418 | 56.0185 | 12100 | 0.2440 | 0.0410 | 21.3820 | |
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| 0.245 | 56.4815 | 12200 | 0.2472 | 0.0404 | 21.4448 | |
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| 0.2413 | 56.9444 | 12300 | 0.2430 | 0.0407 | 21.4160 | |
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| 0.2402 | 57.4074 | 12400 | 0.2421 | 0.0415 | 21.3321 | |
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| 0.2383 | 57.8704 | 12500 | 0.2464 | 0.0398 | 21.5081 | |
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| 0.2398 | 58.3333 | 12600 | 0.2301 | 0.0415 | 21.3292 | |
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| 0.2386 | 58.7963 | 12700 | 0.2586 | 0.0406 | 21.4287 | |
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| 0.2355 | 59.2593 | 12800 | 0.2364 | 0.0407 | 21.4137 | |
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| 0.2381 | 59.7222 | 12900 | 0.2384 | 0.0416 | 21.3241 | |
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| 0.2363 | 60.1852 | 13000 | 0.2400 | 0.0398 | 21.5170 | |
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| 0.2312 | 60.6481 | 13100 | 0.2390 | 0.0411 | 21.3759 | |
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| 0.2284 | 61.1111 | 13200 | 0.2502 | 0.0410 | 21.3851 | |
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| 0.233 | 61.5741 | 13300 | 0.2240 | 0.0400 | 21.4947 | |
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| 0.2359 | 62.0370 | 13400 | 0.2356 | 0.0402 | 21.4751 | |
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| 0.231 | 62.5 | 13500 | 0.2389 | 0.0404 | 21.4448 | |
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| 0.2308 | 62.9630 | 13600 | 0.2338 | 0.0406 | 21.4281 | |
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| 0.2305 | 63.4259 | 13700 | 0.2371 | 0.0403 | 21.4601 | |
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| 0.227 | 63.8889 | 13800 | 0.2455 | 0.0403 | 21.4540 | |
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| 0.231 | 64.3519 | 13900 | 0.2442 | 0.0399 | 21.5027 | |
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| 0.2317 | 64.8148 | 14000 | 0.2345 | 0.0404 | 21.4498 | |
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| 0.2266 | 65.2778 | 14100 | 0.2347 | 0.0402 | 21.4754 | |
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| 0.2301 | 65.7407 | 14200 | 0.2238 | 0.0403 | 21.4640 | |
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| 0.2324 | 66.2037 | 14300 | 0.2400 | 0.0400 | 21.4867 | |
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| 0.2289 | 66.6667 | 14400 | 0.2342 | 0.0398 | 21.5156 | |
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| 0.2286 | 67.1296 | 14500 | 0.2391 | 0.0405 | 21.4362 | |
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| 0.2234 | 67.5926 | 14600 | 0.2335 | 0.0400 | 21.4898 | |
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| 0.2203 | 68.0556 | 14700 | 0.2336 | 0.0404 | 21.4517 | |
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| 0.2271 | 68.5185 | 14800 | 0.2267 | 0.0405 | 21.4390 | |
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| 0.2279 | 68.9815 | 14900 | 0.2380 | 0.0407 | 21.4177 | |
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| 0.2171 | 69.4444 | 15000 | 0.2306 | 0.0390 | 21.5992 | |
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| 0.225 | 69.9074 | 15100 | 0.2250 | 0.0394 | 21.5567 | |
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| 0.2245 | 70.3704 | 15200 | 0.2351 | 0.0399 | 21.5079 | |
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| 0.2236 | 70.8333 | 15300 | 0.2331 | 0.0396 | 21.5340 | |
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| 0.2262 | 71.2963 | 15400 | 0.2295 | 0.0403 | 21.4613 | |
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| 0.223 | 71.7593 | 15500 | 0.2324 | 0.0394 | 21.5539 | |
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| 0.2154 | 72.2222 | 15600 | 0.2328 | 0.0396 | 21.5315 | |
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| 0.2248 | 72.6852 | 15700 | 0.2198 | 0.0396 | 21.5363 | |
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| 0.2168 | 73.1481 | 15800 | 0.2250 | 0.0398 | 21.5182 | |
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| 0.2222 | 73.6111 | 15900 | 0.2250 | 0.0389 | 21.6151 | |
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| 0.2279 | 74.0741 | 16000 | 0.2286 | 0.0399 | 21.4977 | |
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| 0.2141 | 74.5370 | 16100 | 0.2199 | 0.0395 | 21.5449 | |
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| 0.2162 | 75.0 | 16200 | 0.2320 | 0.0397 | 21.5226 | |
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| 0.217 | 75.4630 | 16300 | 0.2314 | 0.0396 | 21.5307 | |
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| 0.2186 | 75.9259 | 16400 | 0.2230 | 0.0402 | 21.4689 | |
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| 0.2169 | 76.3889 | 16500 | 0.2285 | 0.0392 | 21.5767 | |
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| 0.2168 | 76.8519 | 16600 | 0.2272 | 0.0390 | 21.6016 | |
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| 0.2201 | 77.3148 | 16700 | 0.2123 | 0.0405 | 21.4343 | |
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| 0.2227 | 77.7778 | 16800 | 0.2242 | 0.0403 | 21.4561 | |
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| 0.2142 | 78.2407 | 16900 | 0.2145 | 0.0395 | 21.5514 | |
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| 0.2175 | 78.7037 | 17000 | 0.2179 | 0.0389 | 21.6143 | |
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| 0.2154 | 79.1667 | 17100 | 0.2159 | 0.0396 | 21.5385 | |
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| 0.2171 | 79.6296 | 17200 | 0.2298 | 0.0394 | 21.5541 | |
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| 0.2155 | 80.0926 | 17300 | 0.2270 | 0.0396 | 21.5338 | |
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| 0.2149 | 80.5556 | 17400 | 0.2239 | 0.0393 | 21.5645 | |
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| 0.2116 | 81.0185 | 17500 | 0.2237 | 0.0393 | 21.5681 | |
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| 0.212 | 81.4815 | 17600 | 0.2264 | 0.0394 | 21.5598 | |
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| 0.2184 | 81.9444 | 17700 | 0.2141 | 0.0393 | 21.5686 | |
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| 0.21 | 82.4074 | 17800 | 0.2199 | 0.0393 | 21.5683 | |
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| 0.211 | 82.8704 | 17900 | 0.2262 | 0.0385 | 21.6539 | |
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| 0.2181 | 83.3333 | 18000 | 0.2167 | 0.0398 | 21.5153 | |
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| 0.2111 | 83.7963 | 18100 | 0.2228 | 0.0390 | 21.5982 | |
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| 0.2113 | 84.2593 | 18200 | 0.2233 | 0.0389 | 21.6100 | |
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| 0.213 | 84.7222 | 18300 | 0.2261 | 0.0392 | 21.5813 | |
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| 0.2123 | 85.1852 | 18400 | 0.2200 | 0.0392 | 21.5826 | |
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| 0.214 | 85.6481 | 18500 | 0.2216 | 0.0394 | 21.5544 | |
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| 0.2125 | 86.1111 | 18600 | 0.2156 | 0.0390 | 21.6009 | |
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| 0.2139 | 86.5741 | 18700 | 0.2151 | 0.0390 | 21.5976 | |
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| 0.2124 | 87.0370 | 18800 | 0.2175 | 0.0389 | 21.6161 | |
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| 0.21 | 87.5 | 18900 | 0.2181 | 0.0387 | 21.6363 | |
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| 0.2098 | 87.9630 | 19000 | 0.2215 | 0.0389 | 21.6166 | |
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| 0.2074 | 88.4259 | 19100 | 0.2116 | 0.0388 | 21.6255 | |
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| 0.2096 | 88.8889 | 19200 | 0.2203 | 0.0388 | 21.6220 | |
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| 0.2076 | 89.3519 | 19300 | 0.2134 | 0.0386 | 21.6458 | |
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| 0.2058 | 89.8148 | 19400 | 0.2168 | 0.0390 | 21.6004 | |
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| 0.2118 | 90.2778 | 19500 | 0.2133 | 0.0390 | 21.6052 | |
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| 0.2098 | 90.7407 | 19600 | 0.2206 | 0.0385 | 21.6544 | |
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| 0.2131 | 91.2037 | 19700 | 0.2187 | 0.0389 | 21.6142 | |
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| 0.2106 | 91.6667 | 19800 | 0.2154 | 0.0386 | 21.6431 | |
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| 0.2085 | 92.1296 | 19900 | 0.2153 | 0.0394 | 21.5610 | |
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| 0.2112 | 92.5926 | 20000 | 0.2134 | 0.0390 | 21.5981 | |
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| 0.2121 | 93.0556 | 20100 | 0.2161 | 0.0390 | 21.6019 | |
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| 0.215 | 93.5185 | 20200 | 0.2132 | 0.0391 | 21.5935 | |
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| 0.2092 | 93.9815 | 20300 | 0.2167 | 0.0388 | 21.6249 | |
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| 0.2135 | 94.4444 | 20400 | 0.2120 | 0.0387 | 21.6370 | |
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| 0.2076 | 94.9074 | 20500 | 0.2132 | 0.0388 | 21.6225 | |
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| 0.2087 | 95.3704 | 20600 | 0.2145 | 0.0388 | 21.6221 | |
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| 0.207 | 95.8333 | 20700 | 0.2147 | 0.0388 | 21.6195 | |
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| 0.2107 | 96.2963 | 20800 | 0.2150 | 0.0391 | 21.5929 | |
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| 0.2118 | 96.7593 | 20900 | 0.2148 | 0.0389 | 21.6133 | |
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| 0.2136 | 97.2222 | 21000 | 0.2164 | 0.0387 | 21.6379 | |
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| 0.2082 | 97.6852 | 21100 | 0.2146 | 0.0388 | 21.6265 | |
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| 0.2102 | 98.1481 | 21200 | 0.2151 | 0.0389 | 21.6096 | |
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| 0.2106 | 98.6111 | 21300 | 0.2144 | 0.0388 | 21.6295 | |
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| 0.2056 | 99.0741 | 21400 | 0.2141 | 0.0387 | 21.6313 | |
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| 0.2104 | 99.5370 | 21500 | 0.2131 | 0.0388 | 21.6204 | |
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| 0.2106 | 100.0 | 21600 | 0.2141 | 0.0388 | 21.6232 | |
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### Framework versions |
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- Transformers 4.41.1 |
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- Pytorch 2.2.0+cu121 |
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- Datasets 2.19.1 |
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- Tokenizers 0.19.1 |
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|
