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--- |
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license: apache-2.0 |
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tags: |
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- generated_from_trainer |
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model-index: |
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- name: tinygram |
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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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# tinygram |
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This model is a fine-tuned version of [google/t5-efficient-tiny-nh32](https://huggingface.co/google/t5-efficient-tiny-nh32) on an unknown dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 0.4318 |
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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: 2e-05 |
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- train_batch_size: 16 |
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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: 10 |
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### Training results |
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| Training Loss | Epoch | Step | Validation Loss | |
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|:-------------:|:-----:|:-----:|:---------------:| |
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| 1.4129 | 1.0 | 1875 | 0.7042 | |
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| 0.8989 | 2.0 | 3750 | 0.5567 | |
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| 0.7689 | 3.0 | 5625 | 0.5098 | |
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| 0.7041 | 4.0 | 7500 | 0.4821 | |
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| 0.6824 | 5.0 | 9375 | 0.4634 | |
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| 0.6456 | 6.0 | 11250 | 0.4511 | |
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| 0.6241 | 7.0 | 13125 | 0.4440 | |
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| 0.6194 | 8.0 | 15000 | 0.4364 | |
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| 0.609 | 9.0 | 16875 | 0.4328 | |
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| 0.6042 | 10.0 | 18750 | 0.4318 | |
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### Framework versions |
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- Transformers 4.25.1 |
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- Pytorch 1.13.0+cu116 |
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- Datasets 2.8.0 |
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- Tokenizers 0.13.2 |
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