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tinyllama-form-gen-v2-15epoch
kalai4u/tinyllama-form-gen-v2-15epoch
tinyllama-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 apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- peft
- License
- apache-2.0
- Access
- Public
- Created
- Jun 15, 2025
- Updated
- Jun 15, 2025
- SHA
- 7e3a3c29
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. -->
tinyllama-form-gen-v2-15epoch
This model is a fine-tuned version of TinyLlama/TinyLlama-1.1B-Chat-v1.0 on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.2239
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 |
|---|---|---|---|
| 0.6428 | 1.0 | 11 | 0.5965 |
| 0.5231 | 2.0 | 22 | 0.4848 |
| 0.4323 | 3.0 | 33 | 0.3889 |
| 0.3284 | 4.0 | 44 | 0.3361 |
| 0.2941 | 5.0 | 55 | 0.3050 |
| 0.2494 | 6.0 | 66 | 0.2824 |
| 0.2379 | 7.0 | 77 | 0.2704 |
| 0.2247 | 8.0 | 88 | 0.2578 |
| 0.1871 | 9.0 | 99 | 0.2466 |
| 0.1724 | 10.0 | 110 | 0.2404 |
| 0.1624 | 11.0 | 121 | 0.2320 |
| 0.1544 | 12.0 | 132 | 0.2295 |
| 0.1492 | 13.0 | 143 | 0.2278 |
| 0.149 | 14.0 | 154 | 0.2250 |
| 0.1514 | 15.0 | 165 | 0.2239 |
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
- apache-2.0
- Created
- Jun 15, 2025
- Updated
- Jun 15, 2025