TeeA/ViMATCHA
Browse files- README.md +194 -1
- config.json +1 -1
- model.safetensors +2 -2
- runs/May09_08-48-15_kao-dgxa-e10-u17/events.out.tfevents.1715240900.kao-dgxa-e10-u17.2477901.0 +3 -0
- runs/May09_08-57-13_kao-dgxa-e10-u17/events.out.tfevents.1715241483.kao-dgxa-e10-u17.2626267.0 +3 -0
- runs/May09_09-03-20_kao-dgxa-e10-u17/events.out.tfevents.1715241810.kao-dgxa-e10-u17.2626267.1 +3 -0
- tokenizer.json +0 -0
- tokenizer_config.json +8 -8
- training_args.bin +1 -1
README.md
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# ViMATCHA
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This model is a fine-tuned version of [google/matcha-chartqa](https://huggingface.co/google/matcha-chartqa) on an unknown dataset.
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## Model description
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@@ -38,7 +40,198 @@ The following hyperparameters were used during training:
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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:
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### Framework versions
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# ViMATCHA
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This model is a fine-tuned version of [google/matcha-chartqa](https://huggingface.co/google/matcha-chartqa) on an unknown dataset.
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+
It achieves the following results on the evaluation set:
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+
- Loss: 0.5748
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## Model description
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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: 10
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:------:|:----:|:---------------:|
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| 49 |
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| 3.9077 | 0.1603 | 150 | 3.3649 |
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| 50 |
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| 3.1926 | 0.2137 | 200 | 2.7038 |
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| 51 |
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| 2.5565 | 0.2671 | 250 | 2.1718 |
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| 52 |
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| 2.1552 | 0.3205 | 300 | 1.7380 |
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| 53 |
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| 1.7834 | 0.3739 | 350 | 1.4287 |
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| 54 |
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| 1.428 | 0.4274 | 400 | 1.2302 |
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| 55 |
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| 1.3867 | 0.4808 | 450 | 1.1280 |
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| 56 |
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| 1.1496 | 0.5342 | 500 | 1.0437 |
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| 57 |
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| 1.2414 | 0.5876 | 550 | 0.9901 |
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| 58 |
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| 1.116 | 0.6410 | 600 | 0.9475 |
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| 59 |
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| 1.12 | 0.6944 | 650 | 0.9073 |
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| 60 |
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| 1.0132 | 0.7479 | 700 | 0.8859 |
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| 61 |
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| 0.9954 | 0.8013 | 750 | 0.8638 |
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| 62 |
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| 1.0057 | 0.8547 | 800 | 0.8496 |
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| 63 |
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| 0.9929 | 0.9081 | 850 | 0.8289 |
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| 64 |
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| 0.945 | 0.9615 | 900 | 0.8207 |
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| 65 |
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| 0.866 | 1.0150 | 950 | 0.8059 |
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| 66 |
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| 0.8901 | 1.0684 | 1000 | 0.7944 |
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| 0.8382 | 1.1218 | 1050 | 0.7828 |
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| 68 |
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| 0.946 | 1.1752 | 1100 | 0.7748 |
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| 0.9042 | 1.2286 | 1150 | 0.7662 |
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| 0.8334 | 1.2821 | 1200 | 0.7549 |
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| 71 |
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| 0.8747 | 1.3355 | 1250 | 0.7501 |
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| 0.8224 | 1.3889 | 1300 | 0.7424 |
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| 73 |
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| 0.7998 | 1.4423 | 1350 | 0.7382 |
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| 74 |
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| 0.9022 | 1.4957 | 1400 | 0.7341 |
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| 75 |
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| 0.8297 | 1.5491 | 1450 | 0.7226 |
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| 76 |
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| 0.8014 | 1.6026 | 1500 | 0.7165 |
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| 77 |
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| 0.8423 | 1.6560 | 1550 | 0.7129 |
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| 78 |
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| 0.7286 | 1.7094 | 1600 | 0.7063 |
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| 79 |
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| 0.7361 | 1.7628 | 1650 | 0.7040 |
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| 80 |
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| 0.8203 | 1.8162 | 1700 | 0.6982 |
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| 81 |
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| 0.8103 | 1.8697 | 1750 | 0.6945 |
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| 82 |
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| 0.7251 | 1.9231 | 1800 | 0.6926 |
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| 83 |
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| 0.7193 | 1.9765 | 1850 | 0.6910 |
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| 84 |
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| 0.8133 | 2.0299 | 1900 | 0.6843 |
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| 85 |
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| 0.7545 | 2.0833 | 1950 | 0.6862 |
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| 86 |
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| 0.8025 | 2.1368 | 2000 | 0.6768 |
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| 87 |
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| 0.7421 | 2.1902 | 2050 | 0.6769 |
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| 88 |
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| 0.6899 | 2.2436 | 2100 | 0.6744 |
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| 89 |
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| 0.7607 | 2.2970 | 2150 | 0.6690 |
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| 90 |
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| 0.739 | 2.3504 | 2200 | 0.6652 |
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| 0.7095 | 2.4038 | 2250 | 0.6666 |
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| 0.7392 | 2.4573 | 2300 | 0.6605 |
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| 0.7307 | 2.5107 | 2350 | 0.6560 |
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| 0.685 | 2.5641 | 2400 | 0.6579 |
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| 0.6419 | 2.6175 | 2450 | 0.6499 |
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| 0.6894 | 2.6709 | 2500 | 0.6532 |
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| 0.6288 | 2.7244 | 2550 | 0.6482 |
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| 0.7024 | 2.7778 | 2600 | 0.6471 |
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| 0.7717 | 2.8312 | 2650 | 0.6475 |
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| 0.7389 | 2.8846 | 2700 | 0.6434 |
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| 0.6944 | 2.9380 | 2750 | 0.6406 |
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| 0.6512 | 2.9915 | 2800 | 0.6405 |
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| 103 |
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| 0.7187 | 3.0449 | 2850 | 0.6410 |
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| 0.6676 | 3.0983 | 2900 | 0.6383 |
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| 0.6513 | 3.1517 | 2950 | 0.6359 |
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| 0.5821 | 3.2051 | 3000 | 0.6345 |
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| 0.6642 | 3.2585 | 3050 | 0.6338 |
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| 0.6475 | 3.3120 | 3100 | 0.6311 |
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| 0.6999 | 3.3654 | 3150 | 0.6281 |
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| 0.696 | 3.4188 | 3200 | 0.6329 |
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| 111 |
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| 0.6129 | 3.4722 | 3250 | 0.6263 |
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| 112 |
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| 0.5601 | 3.5256 | 3300 | 0.6257 |
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| 113 |
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| 0.6658 | 3.5791 | 3350 | 0.6209 |
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| 114 |
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| 0.7212 | 3.6325 | 3400 | 0.6217 |
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| 115 |
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| 0.6392 | 3.6859 | 3450 | 0.6178 |
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| 116 |
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| 0.6877 | 3.7393 | 3500 | 0.6202 |
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| 117 |
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| 0.632 | 3.7927 | 3550 | 0.6171 |
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| 118 |
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| 0.6762 | 3.8462 | 3600 | 0.6175 |
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| 119 |
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| 0.6776 | 3.8996 | 3650 | 0.6122 |
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| 120 |
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| 0.6964 | 3.9530 | 3700 | 0.6120 |
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| 121 |
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| 0.6448 | 4.0064 | 3750 | 0.6134 |
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| 122 |
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| 0.6183 | 4.0598 | 3800 | 0.6125 |
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| 123 |
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| 0.6544 | 4.1132 | 3850 | 0.6105 |
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| 124 |
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| 0.6583 | 4.1667 | 3900 | 0.6102 |
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| 125 |
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| 0.6687 | 4.2201 | 3950 | 0.6083 |
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| 126 |
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| 0.6408 | 4.2735 | 4000 | 0.6078 |
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| 127 |
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| 0.6077 | 4.3269 | 4050 | 0.6051 |
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| 128 |
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| 0.5781 | 4.3803 | 4100 | 0.6078 |
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| 129 |
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| 0.645 | 4.4338 | 4150 | 0.6033 |
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| 130 |
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| 0.656 | 4.4872 | 4200 | 0.6044 |
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| 131 |
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| 0.562 | 4.5406 | 4250 | 0.6001 |
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| 132 |
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| 0.6568 | 4.5940 | 4300 | 0.6018 |
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| 133 |
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| 0.6572 | 4.6474 | 4350 | 0.6012 |
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| 134 |
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| 0.5749 | 4.7009 | 4400 | 0.6004 |
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| 135 |
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| 0.5811 | 4.7543 | 4450 | 0.5974 |
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| 136 |
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| 0.5765 | 4.8077 | 4500 | 0.6010 |
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| 137 |
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| 0.6177 | 4.8611 | 4550 | 0.5941 |
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| 138 |
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| 0.5371 | 4.9145 | 4600 | 0.5949 |
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| 139 |
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| 0.5863 | 4.9679 | 4650 | 0.5930 |
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| 140 |
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| 0.6274 | 5.0214 | 4700 | 0.5996 |
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| 141 |
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| 0.592 | 5.0748 | 4750 | 0.5972 |
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| 142 |
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| 0.6286 | 5.1282 | 4800 | 0.5936 |
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| 143 |
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| 0.6056 | 5.1816 | 4850 | 0.5954 |
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| 144 |
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| 0.5697 | 5.2350 | 4900 | 0.5943 |
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| 145 |
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| 0.5562 | 5.2885 | 4950 | 0.5923 |
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| 146 |
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| 0.5173 | 5.3419 | 5000 | 0.5944 |
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| 147 |
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| 0.6037 | 5.3953 | 5050 | 0.5943 |
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| 148 |
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| 0.6125 | 5.4487 | 5100 | 0.5921 |
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| 149 |
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| 0.5729 | 5.5021 | 5150 | 0.5920 |
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| 150 |
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| 0.561 | 5.5556 | 5200 | 0.5908 |
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| 151 |
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| 0.6244 | 5.6090 | 5250 | 0.5877 |
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| 152 |
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| 0.5338 | 5.6624 | 5300 | 0.5876 |
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| 153 |
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| 0.57 | 5.7158 | 5350 | 0.5912 |
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| 154 |
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| 0.555 | 5.7692 | 5400 | 0.5863 |
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| 155 |
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| 0.5914 | 5.8226 | 5450 | 0.5855 |
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| 156 |
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| 0.5785 | 5.8761 | 5500 | 0.5826 |
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| 157 |
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| 0.6014 | 5.9295 | 5550 | 0.5830 |
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| 158 |
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| 0.6192 | 5.9829 | 5600 | 0.5834 |
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| 159 |
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| 0.6025 | 6.0363 | 5650 | 0.5854 |
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| 160 |
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| 0.5327 | 6.0897 | 5700 | 0.5861 |
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| 161 |
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| 0.5958 | 6.1432 | 5750 | 0.5856 |
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| 162 |
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| 0.5319 | 6.1966 | 5800 | 0.5852 |
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| 163 |
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| 0.5722 | 6.25 | 5850 | 0.5848 |
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| 164 |
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| 0.585 | 6.3034 | 5900 | 0.5854 |
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| 165 |
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| 0.5549 | 6.3568 | 5950 | 0.5829 |
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| 166 |
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| 0.5559 | 6.4103 | 6000 | 0.5816 |
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| 167 |
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| 0.5539 | 6.4637 | 6050 | 0.5820 |
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| 168 |
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| 0.5847 | 6.5171 | 6100 | 0.5797 |
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| 169 |
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| 0.5964 | 6.5705 | 6150 | 0.5803 |
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| 170 |
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| 0.5613 | 6.6239 | 6200 | 0.5808 |
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| 171 |
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| 0.5194 | 6.6774 | 6250 | 0.5816 |
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| 172 |
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| 0.5664 | 6.7308 | 6300 | 0.5808 |
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| 173 |
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| 0.5971 | 6.7842 | 6350 | 0.5783 |
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| 174 |
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| 0.4937 | 6.8376 | 6400 | 0.5773 |
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| 175 |
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| 0.577 | 6.8910 | 6450 | 0.5779 |
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| 176 |
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| 0.5422 | 6.9444 | 6500 | 0.5799 |
|
| 177 |
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| 0.4881 | 6.9979 | 6550 | 0.5789 |
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| 178 |
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| 0.5806 | 7.0513 | 6600 | 0.5802 |
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| 179 |
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| 0.5029 | 7.1047 | 6650 | 0.5798 |
|
| 180 |
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| 0.5436 | 7.1581 | 6700 | 0.5782 |
|
| 181 |
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| 0.5298 | 7.2115 | 6750 | 0.5783 |
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| 182 |
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| 0.5947 | 7.2650 | 6800 | 0.5777 |
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| 183 |
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| 0.4975 | 7.3184 | 6850 | 0.5762 |
|
| 184 |
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| 0.5652 | 7.3718 | 6900 | 0.5761 |
|
| 185 |
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| 0.5214 | 7.4252 | 6950 | 0.5793 |
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| 186 |
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| 0.535 | 7.4786 | 7000 | 0.5791 |
|
| 187 |
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| 0.5035 | 7.5321 | 7050 | 0.5774 |
|
| 188 |
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| 0.5004 | 7.5855 | 7100 | 0.5769 |
|
| 189 |
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| 0.6187 | 7.6389 | 7150 | 0.5778 |
|
| 190 |
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| 0.5042 | 7.6923 | 7200 | 0.5770 |
|
| 191 |
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| 0.5116 | 7.7457 | 7250 | 0.5760 |
|
| 192 |
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| 0.5178 | 7.7991 | 7300 | 0.5744 |
|
| 193 |
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| 0.5154 | 7.8526 | 7350 | 0.5748 |
|
| 194 |
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| 0.5641 | 7.9060 | 7400 | 0.5764 |
|
| 195 |
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| 0.536 | 7.9594 | 7450 | 0.5762 |
|
| 196 |
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| 0.5423 | 8.0128 | 7500 | 0.5743 |
|
| 197 |
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| 0.5402 | 8.0662 | 7550 | 0.5755 |
|
| 198 |
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| 0.5559 | 8.1197 | 7600 | 0.5755 |
|
| 199 |
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| 0.4998 | 8.1731 | 7650 | 0.5769 |
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| 200 |
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| 0.5895 | 8.2265 | 7700 | 0.5777 |
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| 201 |
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| 0.5252 | 8.2799 | 7750 | 0.5786 |
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| 202 |
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| 0.4802 | 8.3333 | 7800 | 0.5774 |
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| 203 |
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| 0.5285 | 8.3868 | 7850 | 0.5742 |
|
| 204 |
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| 0.4931 | 8.4402 | 7900 | 0.5740 |
|
| 205 |
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| 0.5126 | 8.4936 | 7950 | 0.5761 |
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| 206 |
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| 0.5376 | 8.5470 | 8000 | 0.5754 |
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| 207 |
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| 0.4825 | 8.6004 | 8050 | 0.5761 |
|
| 208 |
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| 0.509 | 8.6538 | 8100 | 0.5762 |
|
| 209 |
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| 0.4823 | 8.7073 | 8150 | 0.5747 |
|
| 210 |
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| 0.5379 | 8.7607 | 8200 | 0.5733 |
|
| 211 |
+
| 0.5283 | 8.8141 | 8250 | 0.5740 |
|
| 212 |
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| 0.4662 | 8.8675 | 8300 | 0.5743 |
|
| 213 |
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| 0.5325 | 8.9209 | 8350 | 0.5727 |
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| 214 |
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| 0.5628 | 8.9744 | 8400 | 0.5727 |
|
| 215 |
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| 0.4885 | 9.0278 | 8450 | 0.5731 |
|
| 216 |
+
| 0.5187 | 9.0812 | 8500 | 0.5761 |
|
| 217 |
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| 0.5286 | 9.1346 | 8550 | 0.5752 |
|
| 218 |
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| 0.4738 | 9.1880 | 8600 | 0.5744 |
|
| 219 |
+
| 0.4931 | 9.2415 | 8650 | 0.5733 |
|
| 220 |
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| 0.5403 | 9.2949 | 8700 | 0.5751 |
|
| 221 |
+
| 0.4927 | 9.3483 | 8750 | 0.5755 |
|
| 222 |
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| 0.5415 | 9.4017 | 8800 | 0.5743 |
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| 223 |
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| 0.5627 | 9.4551 | 8850 | 0.5746 |
|
| 224 |
+
| 0.468 | 9.5085 | 8900 | 0.5743 |
|
| 225 |
+
| 0.5002 | 9.5620 | 8950 | 0.5751 |
|
| 226 |
+
| 0.4891 | 9.6154 | 9000 | 0.5740 |
|
| 227 |
+
| 0.5456 | 9.6688 | 9050 | 0.5747 |
|
| 228 |
+
| 0.5054 | 9.7222 | 9100 | 0.5747 |
|
| 229 |
+
| 0.5453 | 9.7756 | 9150 | 0.5741 |
|
| 230 |
+
| 0.477 | 9.8291 | 9200 | 0.5745 |
|
| 231 |
+
| 0.4798 | 9.8825 | 9250 | 0.5747 |
|
| 232 |
+
| 0.5003 | 9.9359 | 9300 | 0.5748 |
|
| 233 |
+
| 0.4785 | 9.9893 | 9350 | 0.5748 |
|
| 234 |
+
|
| 235 |
|
| 236 |
### Framework versions
|
| 237 |
|
config.json
CHANGED
|
@@ -15,7 +15,7 @@
|
|
| 15 |
"encoder_hidden_size": 768,
|
| 16 |
"initializer_range": 0.02,
|
| 17 |
"model_type": "pix2struct_text_model",
|
| 18 |
-
"vocab_size":
|
| 19 |
},
|
| 20 |
"tie_word_embeddings": false,
|
| 21 |
"torch_dtype": "float32",
|
|
|
|
| 15 |
"encoder_hidden_size": 768,
|
| 16 |
"initializer_range": 0.02,
|
| 17 |
"model_type": "pix2struct_text_model",
|
| 18 |
+
"vocab_size": 9497
|
| 19 |
},
|
| 20 |
"tie_word_embeddings": false,
|
| 21 |
"torch_dtype": "float32",
|
model.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
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size
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|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
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| 3 |
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runs/May09_08-48-15_kao-dgxa-e10-u17/events.out.tfevents.1715240900.kao-dgxa-e10-u17.2477901.0
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:976f4f49194788a7470d8cf4281429a8ec9693b203bcbbb581a75f187777e63a
|
| 3 |
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size 4802
|
runs/May09_08-57-13_kao-dgxa-e10-u17/events.out.tfevents.1715241483.kao-dgxa-e10-u17.2626267.0
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
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oid sha256:2ee3e6da78c9fe0a43f9176efbd444823f2bf9d7504b288e9cf50e53e0e7b661
|
| 3 |
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size 5419
|
runs/May09_09-03-20_kao-dgxa-e10-u17/events.out.tfevents.1715241810.kao-dgxa-e10-u17.2626267.1
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:c9dd3f9d36d79ac0a8ce6d94e1944aacdc559f54b1d35db21491f392f3b345b9
|
| 3 |
+
size 94323
|
tokenizer.json
CHANGED
|
The diff for this file is too large to render.
See raw diff
|
|
|
tokenizer_config.json
CHANGED
|
@@ -824,23 +824,23 @@
|
|
| 824 |
"single_word": false,
|
| 825 |
"special": true
|
| 826 |
},
|
| 827 |
-
"
|
| 828 |
-
"content": "<
|
| 829 |
"lstrip": false,
|
| 830 |
"normalized": true,
|
| 831 |
"rstrip": false,
|
| 832 |
"single_word": false,
|
| 833 |
"special": false
|
| 834 |
},
|
| 835 |
-
"
|
| 836 |
-
"content": "<
|
| 837 |
"lstrip": false,
|
| 838 |
"normalized": true,
|
| 839 |
"rstrip": false,
|
| 840 |
"single_word": false,
|
| 841 |
"special": false
|
| 842 |
},
|
| 843 |
-
"
|
| 844 |
"content": "<s>",
|
| 845 |
"lstrip": false,
|
| 846 |
"normalized": false,
|
|
@@ -848,7 +848,7 @@
|
|
| 848 |
"single_word": false,
|
| 849 |
"special": true
|
| 850 |
},
|
| 851 |
-
"
|
| 852 |
"content": "<sep>",
|
| 853 |
"lstrip": false,
|
| 854 |
"normalized": false,
|
|
@@ -856,7 +856,7 @@
|
|
| 856 |
"single_word": false,
|
| 857 |
"special": true
|
| 858 |
},
|
| 859 |
-
"
|
| 860 |
"content": "</table>",
|
| 861 |
"lstrip": false,
|
| 862 |
"normalized": true,
|
|
@@ -864,7 +864,7 @@
|
|
| 864 |
"single_word": false,
|
| 865 |
"special": false
|
| 866 |
},
|
| 867 |
-
"
|
| 868 |
"content": "<table>",
|
| 869 |
"lstrip": false,
|
| 870 |
"normalized": true,
|
|
|
|
| 824 |
"single_word": false,
|
| 825 |
"special": true
|
| 826 |
},
|
| 827 |
+
"107": {
|
| 828 |
+
"content": "<row>",
|
| 829 |
"lstrip": false,
|
| 830 |
"normalized": true,
|
| 831 |
"rstrip": false,
|
| 832 |
"single_word": false,
|
| 833 |
"special": false
|
| 834 |
},
|
| 835 |
+
"108": {
|
| 836 |
+
"content": "<col>",
|
| 837 |
"lstrip": false,
|
| 838 |
"normalized": true,
|
| 839 |
"rstrip": false,
|
| 840 |
"single_word": false,
|
| 841 |
"special": false
|
| 842 |
},
|
| 843 |
+
"9493": {
|
| 844 |
"content": "<s>",
|
| 845 |
"lstrip": false,
|
| 846 |
"normalized": false,
|
|
|
|
| 848 |
"single_word": false,
|
| 849 |
"special": true
|
| 850 |
},
|
| 851 |
+
"9494": {
|
| 852 |
"content": "<sep>",
|
| 853 |
"lstrip": false,
|
| 854 |
"normalized": false,
|
|
|
|
| 856 |
"single_word": false,
|
| 857 |
"special": true
|
| 858 |
},
|
| 859 |
+
"9495": {
|
| 860 |
"content": "</table>",
|
| 861 |
"lstrip": false,
|
| 862 |
"normalized": true,
|
|
|
|
| 864 |
"single_word": false,
|
| 865 |
"special": false
|
| 866 |
},
|
| 867 |
+
"9496": {
|
| 868 |
"content": "<table>",
|
| 869 |
"lstrip": false,
|
| 870 |
"normalized": true,
|
training_args.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 5048
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:105aa376ab38a199e85a8cd043d8586c43dd890393a9715442495a94e0c09987
|
| 3 |
size 5048
|