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distilgpt2-starter
Langame/distilgpt2-starter
distilgpt2-starter is a text generation model from Langame. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- gpt2
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Jan 28, 2022
- SHA
- b3661a5e
Try a prompt
Datasets
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. -->
distilgpt2-starter
This model is a fine-tuned version of distilgpt2 on the Langame/starter dataset. It achieves the following results on the evaluation set:
- Loss: 6.0234
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: 5e-05
- train_batch_size: 4
- eval_batch_size: 8
- seed: 42
- distributed_type: multi-GPU
- gradient_accumulation_steps: 2
- total_train_batch_size: 8
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 500.0
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 66.67 | 200 | 3.6445 |
| No log | 133.33 | 400 | 4.5703 |
| 1.0101 | 200.0 | 600 | 5.2109 |
| 1.0101 | 266.67 | 800 | 5.5430 |
| 0.0681 | 333.33 | 1000 | 5.7227 |
| 0.0681 | 400.0 | 1200 | 5.8672 |
| 0.0681 | 466.67 | 1400 | 5.9961 |
Framework versions
- Transformers 4.17.0.dev0
- Pytorch 1.10.0+cu111
- Datasets 1.18.1
- Tokenizers 0.11.0
- Task
- Text Generation
- Library
- transformers
- Type
- gpt2
- License
- apache-2.0
- Created
- Mar 2, 2022
- Updated
- Jan 28, 2022