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llama3-form-gen-v2-15epoch
kalai4u/llama3-form-gen-v2-15epoch
llama3-form-gen-v2-15epoch is a machine learning model from kalai4u. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft. The card lists the license as llama3.2.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- peft
- License
- llama3.2
- Access
- Public
- Created
- Jun 15, 2025
- Updated
- Jun 15, 2025
- SHA
- 5abec703
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. -->
llama3-form-gen-v2-15epoch
This model is a fine-tuned version of meta-llama/Llama-3.2-1B-Instruct on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.2826
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: 0.0002
- train_batch_size: 1
- eval_batch_size: 1
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 4
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 15
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.8983 | 1.0 | 10 | 0.8006 |
| 0.7083 | 2.0 | 20 | 0.6559 |
| 0.5713 | 3.0 | 30 | 0.5400 |
| 0.4584 | 4.0 | 40 | 0.4491 |
| 0.3821 | 5.0 | 50 | 0.3926 |
| 0.3351 | 6.0 | 60 | 0.3590 |
| 0.3024 | 7.0 | 70 | 0.3391 |
| 0.2773 | 8.0 | 80 | 0.3233 |
| 0.2614 | 9.0 | 90 | 0.3103 |
| 0.2424 | 10.0 | 100 | 0.3009 |
| 0.2302 | 11.0 | 110 | 0.2941 |
| 0.2199 | 12.0 | 120 | 0.2904 |
| 0.2108 | 13.0 | 130 | 0.2856 |
| 0.2066 | 14.0 | 140 | 0.2834 |
| 0.2034 | 15.0 | 150 | 0.2826 |
Framework versions
- PEFT 0.15.2
- Transformers 4.52.4
- Pytorch 2.6.0+cu124
- Datasets 3.6.0
- Tokenizers 0.21.1
- Library
- peft
- License
- llama3.2
- Created
- Jun 15, 2025
- Updated
- Jun 15, 2025