Model save
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README.md
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---
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license: mit
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base_model: microsoft/deberta-v3-base
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tags:
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- generated_from_trainer
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model-index:
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- name: deberta-v3-base-1107
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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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# deberta-v3-base-1107
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This model is a fine-tuned version of [microsoft/deberta-v3-base](https://huggingface.co/microsoft/deberta-v3-base) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.7920
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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: 32
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- eval_batch_size: 32
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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 |
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|:-------------:|:-----:|:----:|:---------------:|
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| 1.126 | 1.0 | 1828 | 1.2865 |
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| 0.6696 | 2.0 | 3656 | 1.0488 |
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| 0.4698 | 3.0 | 5484 | 0.8405 |
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| 0.3476 | 4.0 | 7312 | 0.8501 |
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| 0.2697 | 5.0 | 9140 | 0.7920 |
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### Framework versions
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- Transformers 4.35.0
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- Pytorch 2.1.0+cu118
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- Datasets 2.14.6
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- Tokenizers 0.14.1
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runs/Nov07_06-08-22_c99b621f7564/events.out.tfevents.1699339933.c99b621f7564.213.1
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version https://git-lfs.github.com/spec/v1
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oid sha256:9cc108b7b8c7f0ef3c6b11e2b9399498501fb784535d383d46af8993eef1337a
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size 359
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