Computer Vision
Collection
Dhivehi Computer Vision: Image classification, OCR, image-to-text, and text-to-image models for Thaana content
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16 items
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Updated
This model is a fine-tuned version of facebook/nougat-small on an unknown dataset. It achieves the following results on the evaluation set:
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The following hyperparameters were used during training:
Training Loss | Epoch | Step | Validation Loss |
---|---|---|---|
4.9984 | 0.1915 | 500 | 0.7656 |
4.4373 | 0.3830 | 1000 | 0.6860 |
4.1498 | 0.5746 | 1500 | 0.6523 |
4.0507 | 0.7661 | 2000 | 0.6342 |
4.04 | 0.9576 | 2500 | 0.6209 |
3.9678 | 1.1490 | 3000 | 0.6135 |
3.9341 | 1.3405 | 3500 | 0.6075 |
3.8322 | 1.5320 | 4000 | 0.6028 |
3.864 | 1.7236 | 4500 | 0.6002 |
3.8866 | 1.9151 | 5000 | 0.5972 |
3.8513 | 2.1065 | 5500 | 0.5944 |
3.7987 | 2.2980 | 6000 | 0.5930 |
3.85 | 2.4895 | 6500 | 0.5911 |
3.7525 | 2.6811 | 7000 | 0.5901 |
3.8161 | 2.8726 | 7500 | 0.5884 |
3.774 | 3.0640 | 8000 | 0.5879 |
3.8582 | 3.2555 | 8500 | 0.5869 |
3.8049 | 3.4470 | 9000 | 0.5855 |
3.7704 | 3.6385 | 9500 | 0.5855 |
3.8524 | 3.8301 | 10000 | 0.5844 |
3.7806 | 4.0215 | 10500 | 0.5839 |
3.7578 | 4.2130 | 11000 | 0.5834 |
3.7702 | 4.4045 | 11500 | 0.5829 |
3.7018 | 4.5960 | 12000 | 0.5827 |
3.7466 | 4.7875 | 12500 | 0.5816 |
3.7695 | 4.9791 | 13000 | 0.5816 |
3.8066 | 5.1705 | 13500 | 0.5811 |
3.7632 | 5.3620 | 14000 | 0.5813 |
3.7906 | 5.5535 | 14500 | 0.5801 |
3.7567 | 5.7450 | 15000 | 0.5805 |
3.7465 | 5.9365 | 15500 | 0.5802 |
3.7318 | 6.1279 | 16000 | 0.5797 |
3.7349 | 6.3195 | 16500 | 0.5792 |
3.724 | 6.5110 | 17000 | 0.5795 |
3.7208 | 6.7025 | 17500 | 0.5793 |
3.7877 | 6.8940 | 18000 | 0.5788 |
3.8067 | 7.0854 | 18500 | 0.5788 |
3.7721 | 7.2769 | 19000 | 0.5782 |
3.7535 | 7.4685 | 19500 | 0.5781 |
3.7339 | 7.6600 | 20000 | 0.5778 |
3.7472 | 7.8515 | 20500 | 0.5784 |
3.7907 | 8.0429 | 21000 | 0.5780 |
3.7457 | 8.2344 | 21500 | 0.5778 |
3.7464 | 8.4259 | 22000 | 0.5777 |
3.7859 | 8.6175 | 22500 | 0.5771 |
3.7792 | 8.8090 | 23000 | 0.5775 |
3.4678 | 9.0004 | 23500 | 0.5773 |
3.734 | 9.1919 | 24000 | 0.5769 |
3.7741 | 9.3834 | 24500 | 0.5770 |
3.8595 | 9.5749 | 25000 | 0.5766 |
3.7799 | 9.7665 | 25500 | 0.5767 |
3.6788 | 9.9580 | 26000 | 0.5768 |
3.7228 | 10.1494 | 26500 | 0.5766 |
3.7604 | 10.3409 | 27000 | 0.5763 |
3.7169 | 10.5324 | 27500 | 0.5765 |
3.731 | 10.7240 | 28000 | 0.5765 |
3.7575 | 10.9155 | 28500 | 0.5760 |
3.9147 | 11.1069 | 29000 | 0.5759 |
3.6776 | 11.2984 | 29500 | 0.5762 |
3.7124 | 11.4899 | 30000 | 0.5763 |
3.7571 | 11.6814 | 30500 | 0.5761 |
Base model
facebook/nougat-small