Downloads · 30 days
9
3% of all-time downloads
GIT_inf_w_bbox_caption_ep5
vishwa27/GIT_inf_w_bbox_caption_ep5
GIT_inf_w_bbox_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. --
All-time downloads
282
Public
Parameters
177M
3.5 GB on disk
Likes
1
Public
Repo makeup
Click a slice to open those files.
.safetensors707 MB · 100%
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
- 00e76b70
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_bbox_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: 0.0748
- Rouge1: 7.4067
- Rouge2: 3.0184
- Rougel: 6.6214
- Rougelsum: 6.6313
- Gen Len: 215.256
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 |
|---|---|---|---|---|---|---|---|---|
| 0.0794 | 1.0 | 777 | 0.0800 | 6.7935 | 2.5273 | 6.016 | 6.0274 | 215.258 |
| 0.0704 | 2.0 | 1554 | 0.0774 | 6.861 | 2.638 | 6.1681 | 6.1833 | 215.258 |
| 0.0637 | 3.0 | 2331 | 0.0761 | 7.1364 | 2.862 | 6.4308 | 6.4446 | 215.258 |
| 0.0595 | 4.0 | 3108 | 0.0750 | 7.2911 | 2.9116 | 6.5386 | 6.5461 | 215.258 |
| 0.0544 | 5.0 | 3885 | 0.0748 | 7.4067 | 3.0184 | 6.6214 | 6.6313 | 215.256 |
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