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llama-lora-Paiwan-summarization
aslinguist/llama-lora-Paiwan-summarization
llama-lora-Paiwan-summarization is a machine learning model from aslinguist. 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 llama3.1.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- peft
- License
- llama3.1
- Access
- Public
- Created
- Apr 25, 2025
- Updated
- Apr 25, 2025
- SHA
- 3564127f
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. -->
llama-lora-Paiwan-summarization
This model is a fine-tuned version of meta-llama/Llama-3.1-8B-Instruct on the None dataset. It achieves the following results on the evaluation set:
- Loss: 2.8863
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: 0.001
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 16
- optimizer: Use 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: 20
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 1.0 | 9 | 3.1561 |
| 3.4715 | 2.0 | 18 | 2.9315 |
| 2.886 | 3.0 | 27 | 2.7974 |
| 2.5873 | 4.0 | 36 | 2.7141 |
| 2.3277 | 5.0 | 45 | 2.6736 |
| 2.1141 | 6.0 | 54 | 2.6551 |
| 1.8659 | 7.0 | 63 | 2.7040 |
| 1.6632 | 8.0 | 72 | 2.7634 |
| 1.4296 | 9.0 | 81 | 2.8863 |
Framework versions
- PEFT 0.15.0
- Transformers 4.51.2
- Pytorch 2.2.2+cu118
- Datasets 3.5.0
- Tokenizers 0.21.1
- Library
- peft
- License
- llama3.1
- Created
- Apr 25, 2025
- Updated
- Apr 25, 2025