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Llama-3-8B-sft-lora-en-tw
Monsia/Llama-3-8B-sft-lora-en-tw
Llama-3-8B-sft-lora-en-tw is a machine learning model from Monsia. 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.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- peft
- License
- llama3
- Access
- Public
- Created
- Sep 3, 2024
- Updated
- Sep 4, 2024
- SHA
- 2ca14d98
Base models
Datasets
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-3-8B-sft-lora-en-tw
This model is a fine-tuned version of meta-llama/Meta-Llama-3-8B-Instruct on the generator dataset. It achieves the following results on the evaluation set:
- Loss: 1.6918
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: 2e-05
- train_batch_size: 1
- eval_batch_size: 1
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- num_epochs: 15
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 2.0752 | 1.0 | 161 | 2.0532 |
| 1.9732 | 2.0 | 322 | 1.9112 |
| 1.8481 | 3.0 | 483 | 1.8377 |
| 1.7678 | 4.0 | 644 | 1.7926 |
| 1.7318 | 5.0 | 805 | 1.7617 |
| 1.6638 | 6.0 | 966 | 1.7381 |
| 1.6334 | 7.0 | 1127 | 1.7235 |
| 1.6117 | 8.0 | 1288 | 1.7130 |
| 1.6084 | 9.0 | 1449 | 1.7019 |
| 1.6187 | 10.0 | 1610 | 1.6975 |
| 1.6255 | 11.0 | 1771 | 1.6941 |
| 1.5094 | 12.0 | 1932 | 1.6934 |
| 1.5754 | 13.0 | 2093 | 1.6908 |
| 1.5813 | 14.0 | 2254 | 1.6916 |
| 1.5725 | 15.0 | 2415 | 1.6918 |
Framework versions
- PEFT 0.12.0
- Transformers 4.44.2
- Pytorch 2.3.0+cu121
- Datasets 2.21.0
- Tokenizers 0.19.1
- Library
- peft
- License
- llama3
- Created
- Sep 3, 2024
- Updated
- Sep 4, 2024