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blip-image-captioning-base-kag100
SOSI1004/blip-image-captioning-base-kag100
blip-image-captioning-base-kag100 is a image-text-to-text model from SOSI1004. 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 bsd-3-clause.
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
- bsd-3-clause
- Model type
- blip
- Access
- Public
- Created
- May 8, 2024
- Updated
- May 13, 2024
- SHA
- bcba2d2c
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. -->
blip-image-captioning-base-kag100
This model is a fine-tuned version of Salesforce/blip-image-captioning-base on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.1444
- Wer Score: 0.7172
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: 1
- eval_batch_size: 1
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer Score |
|---|---|---|---|---|
| 0.8613 | 0.9259 | 500 | 0.1123 | 0.7625 |
| 0.079 | 1.8519 | 1000 | 0.1131 | 0.7234 |
| 0.055 | 2.7778 | 1500 | 0.1228 | 0.7312 |
| 0.0389 | 3.7037 | 2000 | 0.1313 | 0.7531 |
| 0.0277 | 4.6296 | 2500 | 0.1360 | 0.7469 |
| 0.0205 | 5.5556 | 3000 | 0.1367 | 0.7188 |
| 0.0167 | 6.4815 | 3500 | 0.1410 | 0.7188 |
| 0.0154 | 7.4074 | 4000 | 0.1405 | 0.7188 |
| 0.0145 | 8.3333 | 4500 | 0.1435 | 0.7172 |
| 0.0137 | 9.2593 | 5000 | 0.1444 | 0.7172 |
Framework versions
- Transformers 4.40.2
- Pytorch 2.2.1+cu121
- Datasets 2.19.1
- Tokenizers 0.19.1
- Task
- Image-Text-to-Text
- Library
- transformers
- Type
- blip
- License
- bsd-3-clause
- Created
- May 8, 2024
- Updated
- May 13, 2024