detr_finetuned
This model is a fine-tuned version of apkonsta/table-transformer-detection-ifrs on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 4914.5493
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: 1e-05
- train_batch_size: 2
- eval_batch_size: 2
- seed: 42
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 10
Training results
Training Loss | Epoch | Step | Validation Loss |
---|---|---|---|
4887.0844 | 0.2381 | 100 | 4915.8008 |
4806.7622 | 0.4762 | 200 | 4915.0762 |
4883.3641 | 0.7143 | 300 | 4914.7651 |
4869.7525 | 0.9524 | 400 | 4914.6387 |
4809.9978 | 1.1905 | 500 | 4914.6133 |
4820.81 | 1.4286 | 600 | 4914.6948 |
4779.5872 | 1.6667 | 700 | 4914.6743 |
5094.1991 | 1.9048 | 800 | 4914.5752 |
4851.7441 | 2.1429 | 900 | 4914.6494 |
4928.8484 | 2.3810 | 1000 | 4914.5767 |
4852.6178 | 2.6190 | 1100 | 4914.5840 |
4855.8131 | 2.8571 | 1200 | 4914.5991 |
4948.5747 | 3.0952 | 1300 | 4914.5967 |
4887.945 | 3.3333 | 1400 | 4914.5645 |
4900.1669 | 3.5714 | 1500 | 4914.5747 |
4937.1328 | 3.8095 | 1600 | 4914.5571 |
4792.3219 | 4.0476 | 1700 | 4914.6787 |
4842.8072 | 4.2857 | 1800 | 4914.5640 |
4914.0503 | 4.5238 | 1900 | 4914.6113 |
4892.0153 | 4.7619 | 2000 | 4914.5693 |
4882.0288 | 5.0 | 2100 | 4914.5630 |
4903.9891 | 5.2381 | 2200 | 4914.5679 |
4870.5566 | 5.4762 | 2300 | 4914.5688 |
4919.3287 | 5.7143 | 2400 | 4914.5508 |
4927.9272 | 5.9524 | 2500 | 4914.5488 |
4981.8925 | 6.1905 | 2600 | 4914.5537 |
4864.6322 | 6.4286 | 2700 | 4914.5835 |
4794.4006 | 6.6667 | 2800 | 4914.5820 |
4878.885 | 6.9048 | 2900 | 4914.5488 |
4967.0887 | 7.1429 | 3000 | 4914.5518 |
4937.0766 | 7.3810 | 3100 | 4914.5464 |
4829.3891 | 7.6190 | 3200 | 4914.5493 |
4812.0778 | 7.8571 | 3300 | 4914.5459 |
4823.5034 | 8.0952 | 3400 | 4914.5444 |
4919.2544 | 8.3333 | 3500 | 4914.5474 |
4838.375 | 8.5714 | 3600 | 4914.5581 |
4832.6153 | 8.8095 | 3700 | 4914.5513 |
4787.5813 | 9.0476 | 3800 | 4914.5464 |
4862.2234 | 9.2857 | 3900 | 4914.5464 |
4878.2669 | 9.5238 | 4000 | 4914.5474 |
4933.3856 | 9.7619 | 4100 | 4914.5488 |
4945.8159 | 10.0 | 4200 | 4914.5493 |
Framework versions
- Transformers 4.48.3
- Pytorch 2.5.1+cu124
- Tokenizers 0.21.0
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Base model
microsoft/table-transformer-detection