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babylama-hidden_layers12
Harshatheeswar/babylama-hidden_layers12
babylama-hidden_layers12 is a text generation model from Harshatheeswar. 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
- llama
- Access
- Public
- Created
- Nov 13, 2024
- Updated
- Nov 13, 2024
- SHA
- a3d1708f
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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. -->
babylama-hidden_layers12
This model is a fine-tuned version of Harshatheeswar/babylama-hidden_sizes768 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 3.8091
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: 8
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 8
- total_train_batch_size: 64
- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: cosine
- num_epochs: 5
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 4.1221 | 0.9999 | 5559 | 4.1310 |
| 3.776 | 1.9999 | 11119 | 3.8951 |
| 3.5749 | 2.9998 | 16678 | 3.8044 |
| 3.4408 | 3.9999 | 22238 | 3.7917 |
| 3.3023 | 4.9994 | 27795 | 3.8091 |
Framework versions
- Transformers 4.46.2
- Pytorch 2.5.0+cu121
- Datasets 3.1.0
- Tokenizers 0.20.3
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- Created
- Nov 13, 2024
- Updated
- Nov 13, 2024