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SOSI1004/
blip-image-captioning-base-kag100

Name: blip-image-captioning-base-kag100
Availability: InStock

generated_from_trainer

Salesforce/blip-image-captioning-base

finetune

bsd-3-clause

endpoints_compatible

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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

SOSI1004/blip-image-captioning-base-kag100

blip-image-captioning-base-kag100

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

SOSI1004/
blip-image-captioning-base-kag100