diff --git a/README.md b/README.md new file mode 100644 index 0000000..3396f77 --- /dev/null +++ b/README.md @@ -0,0 +1,62 @@ +--- +license: cc-by-sa-4.0 +tags: +- generated_from_trainer +model-index: +- name: layoutlmv2-base-uncased-finetuned-docvqa + results: [] +--- + + + +# layoutlmv2-base-uncased-finetuned-docvqa + +This model is a fine-tuned version of [microsoft/layoutlmv2-base-uncased](https://huggingface.co/microsoft/layoutlmv2-base-uncased) on an unknown dataset. +It achieves the following results on the evaluation set: +- Loss: 1.1940 + +## 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: 5e-05 +- train_batch_size: 8 +- eval_batch_size: 8 +- seed: 250500 +- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 +- lr_scheduler_type: linear +- num_epochs: 2 + +### Training results + +| Training Loss | Epoch | Step | Validation Loss | +|:-------------:|:-----:|:----:|:---------------:| +| 1.463 | 0.27 | 1000 | 1.6272 | +| 0.9447 | 0.53 | 2000 | 1.3646 | +| 0.7725 | 0.8 | 3000 | 1.2560 | +| 0.5762 | 1.06 | 4000 | 1.3582 | +| 0.4382 | 1.33 | 5000 | 1.2490 | +| 0.4515 | 1.59 | 6000 | 1.1860 | +| 0.383 | 1.86 | 7000 | 1.1940 | + + +### Framework versions + +- Transformers 4.12.2 +- Pytorch 1.8.0+cu101 +- Datasets 1.14.0 +- Tokenizers 0.10.3