End of training
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README.md
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---
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license: bsd-3-clause
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base_model: Salesforce/blip-image-captioning-base
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tags:
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- generated_from_trainer
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model-index:
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- name: blip-image-captioning-base-kag100
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# blip-image-captioning-base-kag100
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This model is a fine-tuned version of [Salesforce/blip-image-captioning-base](https://huggingface.co/Salesforce/blip-image-captioning-base) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.1348
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- Wer Score: 0.6810
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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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: 5e-05
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- train_batch_size: 1
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- eval_batch_size: 1
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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: 10
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Wer Score |
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|:-------------:|:------:|:----:|:---------------:|:---------:|
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| 0.8536 | 0.9259 | 500 | 0.1085 | 0.6764 |
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| 0.0769 | 1.8519 | 1000 | 0.1131 | 0.6641 |
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| 0.0536 | 2.7778 | 1500 | 0.1201 | 0.6949 |
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| 0.0384 | 3.7037 | 2000 | 0.1268 | 0.6687 |
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| 0.0265 | 4.6296 | 2500 | 0.1289 | 0.6934 |
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| 0.0194 | 5.5556 | 3000 | 0.1319 | 0.6810 |
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| 0.0161 | 6.4815 | 3500 | 0.1332 | 0.6749 |
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| 0.0139 | 7.4074 | 4000 | 0.1342 | 0.6656 |
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| 0.0124 | 8.3333 | 4500 | 0.1352 | 0.6795 |
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| 0.0108 | 9.2593 | 5000 | 0.1348 | 0.6810 |
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### Framework versions
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- Transformers 4.40.1
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- Pytorch 2.2.1+cu121
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- Datasets 2.19.1
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- Tokenizers 0.19.1
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generation_config.json
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{
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"_from_model_config": true,
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"bos_token_id": 30522,
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"eos_token_id": 2,
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"pad_token_id": 0,
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"transformers_version": "4.40.1"
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}
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model.safetensors
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size 989717056
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runs/May08_13-18-37_9f38360247bf/events.out.tfevents.1715174318.9f38360247bf.6087.0
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size
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size 10477
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