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Baby-Llama-58M-Seq-2
aakarsh-nair/Baby-Llama-58M-Seq-2
Baby-Llama-58M-Seq-2 is a text generation model from aakarsh-nair. 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
- Sep 7, 2024
- Updated
- Sep 7, 2024
- SHA
- 98d94483
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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. -->
Baby-Llama-58M-Seq-2
This model is a fine-tuned version of on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 10.3647
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: 0.00025
- train_batch_size: 128
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_steps: 200
- num_epochs: 6
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 25.1129 | 1.0 | 1033 | 23.1578 |
| 13.8922 | 2.0 | 2066 | 14.3393 |
| 11.2846 | 3.0 | 3099 | 12.0305 |
| 10.0888 | 4.0 | 4132 | 10.9724 |
| 9.5276 | 5.0 | 5165 | 10.4767 |
| 9.4269 | 6.0 | 6198 | 10.3647 |
Framework versions
- Transformers 4.44.2
- Pytorch 2.4.0+cu121
- Tokenizers 0.19.1
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- Created
- Sep 7, 2024
- Updated
- Sep 7, 2024