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gpt2_512_nw
NareshSandrugu/gpt2_512_nw
gpt2_512_nw is a text generation model from NareshSandrugu. Use it when you need the model to write or continue text. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Generation
- Library
- transformers
- Model type
- gpt2
- Access
- Public
- Created
- Dec 30, 2023
- Updated
- Dec 30, 2023
- SHA
- 889235b5
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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_512_nw
This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.7899
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: 0.0005
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 8
- total_train_batch_size: 64
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_steps: 1000
- num_epochs: 4
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 4.2012 | 0.96 | 500 | 2.7336 |
| 2.5917 | 1.92 | 1000 | 2.1248 |
| 2.2084 | 2.88 | 1500 | 1.8910 |
| 1.998 | 3.84 | 2000 | 1.7899 |
Framework versions
- Transformers 4.36.2
- Pytorch 2.1.2+cu121
- Datasets 2.15.0
- Tokenizers 0.15.0
- Task
- Text Generation
- Library
- transformers
- Type
- gpt2
- Created
- Dec 30, 2023
- Updated
- Dec 30, 2023