diff --git a/README.md b/README.md new file mode 100644 index 0000000000000000000000000000000000000000..629e18bb6de5b05aca56444c7e0b74640d8b317a --- /dev/null +++ b/README.md @@ -0,0 +1,63 @@ +--- +license: apache-2.0 +tags: +- image-classification +- generated_from_trainer +metrics: +- f1 +model-index: +- name: vit_tickers_binaryclf + results: [] +--- + + + +# vit_tickers_binaryclf + +This model is a fine-tuned version of [google/vit-base-patch16-224-in21k](https://huggingface.co/google/vit-base-patch16-224-in21k) on the cord dataset. +It achieves the following results on the evaluation set: +- Loss: 0.0116 +- F1: 0.9991 + +## 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: 0.0002 +- train_batch_size: 16 +- eval_batch_size: 8 +- seed: 42 +- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 +- lr_scheduler_type: linear +- num_epochs: 1 +- mixed_precision_training: Native AMP + +### Training results + +| Training Loss | Epoch | Step | Validation Loss | F1 | +|:-------------:|:-----:|:----:|:---------------:|:------:| +| 0.0026 | 0.28 | 500 | 0.0187 | 0.9982 | +| 0.0186 | 0.56 | 1000 | 0.0116 | 0.9991 | +| 0.0006 | 0.84 | 1500 | 0.0044 | 0.9997 | + + +### Framework versions + +- Transformers 4.21.2 +- Pytorch 1.11.0+cu102 +- Datasets 2.4.0 +- Tokenizers 0.12.1 diff --git a/all_results.json b/all_results.json new file mode 100644 index 0000000000000000000000000000000000000000..27fc10175b439fa92059c713532bd8e6a9184697 --- /dev/null +++ b/all_results.json @@ -0,0 +1,13 @@ +{ + "epoch": 1.0, + "eval_f1": 0.9990915697674418, + "eval_loss": 0.011647290550172329, + "eval_runtime": 80.9842, + "eval_samples_per_second": 69.767, + "eval_steps_per_second": 8.73, + "total_flos": 2.2123963034966016e+18, + "train_loss": 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/dev/null +++ b/vit-base-beans-demo-v5/README.md @@ -0,0 +1,64 @@ +--- +license: apache-2.0 +tags: +- image-classification +- generated_from_trainer +metrics: +- f1 +model-index: +- name: vit-base-beans-demo-v5 + results: [] +--- + + + +# vit-base-beans-demo-v5 + +This model is a fine-tuned version of [google/vit-base-patch16-224-in21k](https://huggingface.co/google/vit-base-patch16-224-in21k) on the rvl-cdip, the cord, the receipts and the coco datasets. +It achieves the following results on the evaluation set: +- Loss: 0.0017 +- F1: 0.9990 + +## 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: 0.0002 +- train_batch_size: 16 +- eval_batch_size: 8 +- seed: 42 +- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 +- lr_scheduler_type: linear +- num_epochs: 1 +- mixed_precision_training: Native AMP + +### Training results + +| Training Loss | Epoch | Step | Validation Loss | F1 | +|:-------------:|:-----:|:----:|:---------------:|:------:| +| 0.0033 | 0.23 | 100 | 0.0032 | 1.0 | +| 0.0017 | 0.45 | 200 | 0.0018 | 1.0 | +| 0.0012 | 0.68 | 300 | 0.0020 | 0.9990 | +| 0.001 | 0.91 | 400 | 0.0017 | 0.9990 | + + +### Framework versions + +- Transformers 4.21.2 +- Pytorch 1.11.0+cu102 +- Datasets 2.4.0 +- Tokenizers 0.12.1 diff --git a/vit-base-beans-demo-v5/all_results.json b/vit-base-beans-demo-v5/all_results.json new file mode 100644 index 0000000000000000000000000000000000000000..2fa98a19ff7ddbd0b0aebd2231ec66fa671e2799 --- /dev/null +++ b/vit-base-beans-demo-v5/all_results.json @@ -0,0 +1,13 @@ +{ + "epoch": 1.0, + "eval_f1": 0.9990009990009989, + "eval_loss": 0.0017420644871890545, + "eval_runtime": 30.428, + "eval_samples_per_second": 37.794, + "eval_steps_per_second": 4.732, + "total_flos": 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