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datamix-treatment-12l
Yanjo/datamix-treatment-12l
datamix-treatment-12l is a text generation model from Yanjo. 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
- Sep 23, 2024
- Updated
- Sep 23, 2024
- SHA
- 55d39927
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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. -->
datamix-treatment-12l
This model is a fine-tuned version of on the None dataset. It achieves the following results on the evaluation set:
- Loss: 6.6002
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: 2
- eval_batch_size: 2
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 100
- num_epochs: 1
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 7.3611 | 0.1010 | 500 | 7.2894 |
| 7.1006 | 0.2020 | 1000 | 7.0496 |
| 6.8657 | 0.3030 | 1500 | 6.9105 |
| 6.9066 | 0.4040 | 2000 | 6.8204 |
| 6.7658 | 0.5051 | 2500 | 6.7608 |
| 6.8033 | 0.6061 | 3000 | 6.6947 |
| 6.6107 | 0.7071 | 3500 | 6.6542 |
| 6.6699 | 0.8081 | 4000 | 6.6237 |
| 6.6169 | 0.9091 | 4500 | 6.6002 |
Framework versions
- Transformers 4.44.2
- Pytorch 2.0.1
- Datasets 3.0.0
- Tokenizers 0.19.1
- Task
- Text Generation
- Library
- transformers
- Type
- gpt2
- Created
- Sep 23, 2024
- Updated
- Sep 23, 2024