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--- |
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license: apache-2.0 |
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base_model: google/flan-t5-base |
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tags: |
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- generated_from_trainer |
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metrics: |
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- f1 |
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model-index: |
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- name: flan-t5-base-tobacco-vaping-sentiment |
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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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# flan-t5-base-tobacco-vaping-sentiment |
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This model is a fine-tuned version of [google/flan-t5-base](https://huggingface.co/google/flan-t5-base) on the None dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 0.0042 |
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- F1: 99.8333 |
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- Gen Len: 2.3317 |
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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: 0.0003 |
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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: 5 |
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### Training results |
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| Training Loss | Epoch | Step | Validation Loss | F1 | Gen Len | |
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|:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:| |
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| 0.014 | 1.0 | 675 | 0.0119 | 99.6662 | 2.335 | |
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| 0.0065 | 2.0 | 1350 | 0.0042 | 99.8333 | 2.3317 | |
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| 0.0 | 3.0 | 2025 | 0.0017 | 99.8333 | 2.3317 | |
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| 0.0 | 4.0 | 2700 | 0.0017 | 99.8333 | 2.3317 | |
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| 0.0 | 5.0 | 3375 | 0.0017 | 99.8333 | 2.3317 | |
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### Framework versions |
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- Transformers 4.42.4 |
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- Pytorch 1.12.1+cu116 |
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- Datasets 2.20.0 |
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- Tokenizers 0.19.1 |
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