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metadata
tags:
  - generated_from_trainer
model-index:
  - name: image-caption-generator
    results: []

image-caption-generator

This model is a fine-tuned version of on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.4328

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: 0.0001
  • train_batch_size: 8
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 10
  • mixed_precision_training: Native AMP

Training results

Training Loss Epoch Step Validation Loss
No log 1.0 67 0.2870
No log 2.0 134 0.2818
No log 3.0 201 0.2921
No log 4.0 268 0.3125
No log 5.0 335 0.3431
No log 6.0 402 0.3812
No log 7.0 469 0.3979
0.3841 8.0 536 0.4125
0.3841 9.0 603 0.4289
0.3841 10.0 670 0.4328

Framework versions

  • Transformers 4.16.2
  • Pytorch 1.9.1
  • Datasets 1.18.4
  • Tokenizers 0.11.6