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Llama-3.1-8B-Instruct-PsyCourse-doc-info-fold4
chchen/Llama-3.1-8B-Instruct-PsyCourse-doc-info-fold4
Llama-3.1-8B-Instruct-PsyCourse-doc-info-fold4 is a machine learning model from chchen. 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
- Feb 21, 2025
- Updated
- Feb 21, 2025
- SHA
- 4d3209f0
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-3.1-8B-Instruct-PsyCourse-doc-info-fold4
This model is a fine-tuned version of meta-llama/Llama-3.1-8B-Instruct on the course-doc-info-train-fold4 dataset. It achieves the following results on the evaluation set:
- Loss: 0.0555
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: 0.0001
- train_batch_size: 1
- eval_batch_size: 1
- seed: 42
- gradient_accumulation_steps: 16
- 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: cosine
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 5.0
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.3067 | 0.3951 | 10 | 0.2625 |
| 0.1562 | 0.7901 | 20 | 0.1434 |
| 0.1025 | 1.1852 | 30 | 0.1035 |
| 0.0838 | 1.5802 | 40 | 0.0844 |
| 0.0674 | 1.9753 | 50 | 0.0735 |
| 0.0542 | 2.3704 | 60 | 0.0656 |
| 0.0556 | 2.7654 | 70 | 0.0617 |
| 0.0508 | 3.1605 | 80 | 0.0581 |
| 0.0499 | 3.5556 | 90 | 0.0569 |
| 0.0528 | 3.9506 | 100 | 0.0556 |
| 0.0452 | 4.3457 | 110 | 0.0557 |
| 0.0448 | 4.7407 | 120 | 0.0555 |
Framework versions
- PEFT 0.12.0
- Transformers 4.46.1
- Pytorch 2.5.1+cu124
- Datasets 3.1.0
- Tokenizers 0.20.3
- Library
- peft
- License
- llama3.1
- Created
- Feb 21, 2025
- Updated
- Feb 21, 2025