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GIT_inf_w_caption_ep5
vishwa27/GIT_inf_w_caption_ep5
GIT_inf_w_caption_ep5 is a image-text-to-text model from vishwa27. Use it for the image-text-to-text task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Image-Text-to-Text
- Library
- transformers
- License
- mit
- Model type
- git
- Access
- Public
- Created
- Mar 1, 2024
- Updated
- Mar 1, 2024
- SHA
- fb5aa193
Try a prompt
Base models
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
GIT_inf_w_caption_ep5
This model is a fine-tuned version of microsoft/git-base on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.0654
- Rouge1: 12.7519
- Rouge2: 7.5439
- Rougel: 11.7555
- Rougelsum: 11.7932
- Gen Len: 217.52
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: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 5
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|---|---|---|---|---|---|---|---|---|
| 0.0748 | 1.0 | 793 | 0.0728 | 12.808 | 6.3869 | 11.7383 | 11.7726 | 218.414 |
| 0.0609 | 2.0 | 1586 | 0.0680 | 11.2577 | 6.0559 | 10.3475 | 10.3572 | 218.404 |
| 0.0502 | 3.0 | 2379 | 0.0653 | 11.9383 | 6.7699 | 10.9829 | 10.9964 | 218.39 |
| 0.0401 | 4.0 | 3172 | 0.0647 | 12.5115 | 7.3787 | 11.4956 | 11.5161 | 218.224 |
| 0.0328 | 5.0 | 3965 | 0.0654 | 12.7519 | 7.5439 | 11.7555 | 11.7932 | 217.52 |
Framework versions
- Transformers 4.38.1
- Pytorch 2.2.1+cu121
- Datasets 2.17.1
- Tokenizers 0.15.2
- Task
- Image-Text-to-Text
- Library
- transformers
- Type
- git
- License
- mit
- Created
- Mar 1, 2024
- Updated
- Mar 1, 2024