Dataset

This model is a fine-tuned version of fsuarez/autotrain-logo-identifier-90194144191 on the imagefolder dataset. It achieves the following results on the evaluation set:

• Loss: 0.6349
• Accuracy: 0.8454

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: 32
• eval_batch_size: 32
• seed: 42
• gradient_accumulation_steps: 4
• total_train_batch_size: 128
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• lr_scheduler_warmup_ratio: 0.1
• num_epochs: 3

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
No log	0.92	6	1.4439	0.6522
2.5328	2.0	13	0.6303	0.8744
2.5328	2.77	18	0.6349	0.8454

Framework versions

• Transformers 4.38.2
• Pytorch 2.2.1+cpu
• Datasets 2.18.0
• Tokenizers 0.15.2