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README.md
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license: apache-2.0
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base_model: t5-base
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tags:
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- generated_from_trainer
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model-index:
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- name:
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results: []
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---
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should probably proofread and complete it, then remove this comment. -->
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# task_extractor
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This model is a fine-tuned version of [t5-base](https://huggingface.co/t5-base) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.3190
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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: 4
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- eval_batch_size: 4
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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: 3.0
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 0.7089 | 1.0 | 165 | 0.4873 |
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| 1.1948 | 2.0 | 330 | 0.3530 |
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| 0.6685 | 3.0 | 495 | 0.3190 |
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### Framework versions
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- Transformers 4.35.2
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- Pytorch 2.1.1
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- Datasets 2.15.0
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- Tokenizers 0.15.0
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---
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license: apache-2.0
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base_model: t5-base
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model-index:
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- name: _extractor
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results: []
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---
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This model extracts requests from text
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