margin-element-detector-fm-magical-monster-30

This model is a fine-tuned version of toobiza/margin-element-detector-fm-likely-serenity-27 on an unknown dataset. It achieves the following results on the evaluation set:

• eval_loss: 0.1980
• eval_loss_ce: 0.0099
• eval_loss_bbox: 0.0070
• eval_cardinality_error: 0.0636
• eval_giou: 92.3412
• eval_runtime: 61.1729
• eval_samples_per_second: 14.631
• eval_steps_per_second: 7.324
• epoch: 0.89
• step: 2000

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: 2e-06
• train_batch_size: 4
• eval_batch_size: 2
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 10

Framework versions

• Transformers 4.33.2
• Pytorch 2.1.0+cu118
• Datasets 2.14.6
• Tokenizers 0.13.3