End of training
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- model.safetensors +1 -1
README.md
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---
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license: apache-2.0
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base_model: google/mobilebert-uncased
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tags:
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- generated_from_trainer
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metrics:
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- accuracy
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model-index:
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- name: mobilebert_100exs_10timesteps_run0
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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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# mobilebert_100exs_10timesteps_run0
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This model is a fine-tuned version of [google/mobilebert-uncased](https://huggingface.co/google/mobilebert-uncased) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 886719.8125
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- Accuracy: 0.3
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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-06
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- train_batch_size: 16
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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: 16
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|
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| No log | 1.0 | 7 | 3096381.5 | 0.3 |
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| No log | 2.0 | 14 | 2705231.0 | 0.3 |
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| No log | 3.0 | 21 | 2380465.5 | 0.3 |
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| No log | 4.0 | 28 | 2136194.5 | 0.3 |
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| No log | 5.0 | 35 | 1909053.75 | 0.3 |
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| No log | 6.0 | 42 | 1667145.0 | 0.3 |
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| No log | 7.0 | 49 | 1493787.75 | 0.3 |
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| No log | 8.0 | 56 | 1344492.5 | 0.3 |
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| No log | 9.0 | 63 | 1218353.25 | 0.3 |
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| No log | 10.0 | 70 | 1119155.375 | 0.3 |
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| No log | 11.0 | 77 | 1045936.5 | 0.3 |
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| No log | 12.0 | 84 | 987271.5 | 0.3 |
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| No log | 13.0 | 91 | 942506.0 | 0.3 |
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| No log | 14.0 | 98 | 911861.0 | 0.3 |
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| No log | 15.0 | 105 | 893725.875 | 0.3 |
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| No log | 16.0 | 112 | 886719.8125 | 0.3 |
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### Framework versions
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- Transformers 4.37.2
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- Pytorch 2.2.0+cu118
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- Datasets 2.17.1
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- Tokenizers 0.15.2
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model.safetensors
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