metadata

license: apache-2.0
base_model: facebook/deit-base-patch16-224
tags:
  - generated_from_trainer
model-index:
  - name: deit-base-patch16-224-finetuned-dangerousSpiders
    results: []

deit-base-patch16-224-finetuned-dangerousSpiders

This model is a fine-tuned version of facebook/deit-base-patch16-224 on an unknown dataset. It achieves the following results on the evaluation set:

eval_loss: 0.1957
eval_accuracy: 0.915
eval_precision: 0.8899
eval_recall: 0.9510
eval_f1: 0.9194
eval_runtime: 5.3671
eval_samples_per_second: 37.264
eval_steps_per_second: 2.422
step: 0

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: 16
eval_batch_size: 16
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 64
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.1
num_epochs: 2

Framework versions

Transformers 4.33.2
Pytorch 2.2.0.dev20230921
Datasets 2.14.5
Tokenizers 0.13.3