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End of training

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  1. README.md +69 -0
  2. generation_config.json +7 -0
  3. model.safetensors +1 -1
README.md ADDED
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+ ---
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+ license: mit
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+ base_model: microsoft/git-base
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+ tags:
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+ - generated_from_trainer
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+ metrics:
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+ - rouge
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+ model-index:
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+ - name: GIT_inf_w_caption_ep5
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+ results: []
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+ ---
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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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+
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+ # GIT_inf_w_caption_ep5
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+
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+ This model is a fine-tuned version of [microsoft/git-base](https://huggingface.co/microsoft/git-base) on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.0654
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+ - Rouge1: 12.7519
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+ - Rouge2: 7.5439
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+ - Rougel: 11.7555
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+ - Rougelsum: 11.7932
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+ - Gen Len: 217.52
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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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: 32
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+ - eval_batch_size: 16
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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: 5
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+ - mixed_precision_training: Native AMP
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
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+ |:-------------:|:-----:|:----:|:---------------:|:-------:|:------:|:-------:|:---------:|:-------:|
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+ | 0.0748 | 1.0 | 793 | 0.0728 | 12.808 | 6.3869 | 11.7383 | 11.7726 | 218.414 |
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+ | 0.0609 | 2.0 | 1586 | 0.0680 | 11.2577 | 6.0559 | 10.3475 | 10.3572 | 218.404 |
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+ | 0.0502 | 3.0 | 2379 | 0.0653 | 11.9383 | 6.7699 | 10.9829 | 10.9964 | 218.39 |
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+ | 0.0401 | 4.0 | 3172 | 0.0647 | 12.5115 | 7.3787 | 11.4956 | 11.5161 | 218.224 |
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+ | 0.0328 | 5.0 | 3965 | 0.0654 | 12.7519 | 7.5439 | 11.7555 | 11.7932 | 217.52 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.38.1
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+ - Pytorch 2.2.1+cu121
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+ - Datasets 2.17.1
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+ - Tokenizers 0.15.2
generation_config.json ADDED
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+ {
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+ "_from_model_config": true,
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+ "bos_token_id": 101,
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+ "eos_token_id": 102,
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+ "pad_token_id": 0,
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+ "transformers_version": "4.38.1"
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+ }
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