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--- |
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license: mit |
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base_model: gpt2 |
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tags: |
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- generated_from_trainer |
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model-index: |
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- name: gpt2-XYZCompany-500-steps |
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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-XYZCompany-500-steps |
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This model is a question-answer chatbot for XYZCompany. It can answer questions related to the company. It is a fine-tuned version of [gpt2](https://huggingface.co./gpt2) on XYZCompany's dataset containing question-answer pairs. |
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It achieves the following results on the evaluation set: |
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- Loss: 0.3300 |
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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: 1e-05 |
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- train_batch_size: 8 |
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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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- lr_scheduler_warmup_steps: 1 |
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- training_steps: 500 |
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### Training results |
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| Training Loss | Epoch | Step | Validation Loss | |
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|:-------------:|:-----:|:----:|:---------------:| |
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| 0.471 | 0.32 | 50 | 0.4135 | |
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| 0.4572 | 0.63 | 100 | 0.3736 | |
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| 0.3903 | 0.95 | 150 | 0.3574 | |
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| 0.3748 | 1.27 | 200 | 0.3474 | |
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| 0.3639 | 1.58 | 250 | 0.3413 | |
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| 0.3515 | 1.9 | 300 | 0.3366 | |
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| 0.3539 | 2.22 | 350 | 0.3337 | |
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| 0.3604 | 2.53 | 400 | 0.3319 | |
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| 0.3579 | 2.85 | 450 | 0.3305 | |
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| 0.3176 | 3.16 | 500 | 0.3300 | |
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### Framework versions |
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- Transformers 4.32.1 |
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- Pytorch 2.1.2 |
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- Datasets 2.17.1 |
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- Tokenizers 0.13.2 |
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