MahsaShahidi
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README.md
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@@ -11,36 +11,6 @@ should probably proofread and complete it, then remove this comment. -->
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# Persian-Image-Captioning
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This model is a fine-tuned version of [Vision Encoder Decoder](https://huggingface.co/docs/transformers/model_doc/vision-encoder-decoder) on coco-flickr-farsi.
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It achieves the following results on the evaluation set:
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- Loss: 2.4300
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 4e-05
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- train_batch_size: 8
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- eval_batch_size: 8
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs: 2
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- mixed_precision_training: Native AMP
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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| 3.4861 | 0.24 | 3500 | 2.9843 |
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| 2.8854 | 0.47 | 7000 | 2.7656 |
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| 2.701 | 0.71 | 10500 | 2.6337 |
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| 2.6279 | 0.95 | 14000 | 2.5680 |
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| 2.4782 | 1.19 | 17500 | 2.5179 |
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| 2.4321 | 1.42 | 21000 | 2.4838 |
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| 2.3876 | 1.66 | 24500 | 2.4513 |
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| 2.3854 | 1.9 | 28000 | 2.4300 |
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### Framework versions
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# Persian-Image-Captioning
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This model is a fine-tuned version of [Vision Encoder Decoder](https://huggingface.co/docs/transformers/model_doc/vision-encoder-decoder) on coco-flickr-farsi.
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### Framework versions
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