End of training
Browse files- README.md +72 -0
- model.safetensors +1 -1
README.md
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---
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library_name: transformers
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license: mit
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base_model: openai-community/gpt2
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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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- f1
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model-index:
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- name: gpt2-classifier
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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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# gpt2-classifier
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This model is a fine-tuned version of [openai-community/gpt2](https://huggingface.co/openai-community/gpt2) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.3035
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- Accuracy: 0.8660
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- F1: 0.7584
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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: 32
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- eval_batch_size: 32
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- seed: 42
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- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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- lr_scheduler_type: linear
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- num_epochs: 2
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
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|:-------------:|:------:|:----:|:---------------:|:--------:|:------:|
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| No log | 0 | 0 | 4.5305 | 0.2536 | 0.4046 |
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| No log | 0.2020 | 79 | 0.4243 | 0.8055 | 0.6281 |
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| No log | 0.4041 | 158 | 0.3872 | 0.8213 | 0.6884 |
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| No log | 0.6061 | 237 | 0.3544 | 0.8545 | 0.7363 |
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| No log | 0.8082 | 316 | 0.3220 | 0.8588 | 0.7278 |
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| No log | 1.0102 | 395 | 0.3321 | 0.8516 | 0.7392 |
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| No log | 1.2123 | 474 | 0.3121 | 0.8746 | 0.7655 |
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| 0.4499 | 1.4143 | 553 | 0.2934 | 0.8790 | 0.7717 |
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| 0.4499 | 1.6164 | 632 | 0.3184 | 0.8602 | 0.7544 |
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| 0.4499 | 1.8184 | 711 | 0.3035 | 0.8660 | 0.7584 |
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### Framework versions
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- Transformers 4.54.0
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- Pytorch 2.6.0+cu124
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- Datasets 4.0.0
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- Tokenizers 0.21.2
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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-
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size 497780432
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version https://git-lfs.github.com/spec/v1
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size 497780432
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