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gpt2-XYZCompany-500-steps
van-ng/gpt2-XYZCompany-500-steps
gpt2-XYZCompany-500-steps is a text generation model from van-ng. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- mit
- Model type
- gpt2
- Access
- Public
- Created
- Mar 11, 2024
- Updated
- Mar 12, 2024
- SHA
- 34fe6da2
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Base models
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
gpt2-XYZCompany-500-steps
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 on XYZCompany's dataset containing question-answer pairs. It achieves the following results on the evaluation set:
- Loss: 0.3300
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 1e-05
- train_batch_size: 8
- eval_batch_size: 4
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 1
- training_steps: 500
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.471 | 0.32 | 50 | 0.4135 |
| 0.4572 | 0.63 | 100 | 0.3736 |
| 0.3903 | 0.95 | 150 | 0.3574 |
| 0.3748 | 1.27 | 200 | 0.3474 |
| 0.3639 | 1.58 | 250 | 0.3413 |
| 0.3515 | 1.9 | 300 | 0.3366 |
| 0.3539 | 2.22 | 350 | 0.3337 |
| 0.3604 | 2.53 | 400 | 0.3319 |
| 0.3579 | 2.85 | 450 | 0.3305 |
| 0.3176 | 3.16 | 500 | 0.3300 |
Framework versions
- Transformers 4.32.1
- Pytorch 2.1.2
- Datasets 2.17.1
- Tokenizers 0.13.2
- Task
- Text Generation
- Library
- transformers
- Type
- gpt2
- License
- mit
- Created
- Mar 11, 2024
- Updated
- Mar 12, 2024