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Llama-3.1-8B-Instruct-PsyCourse-doc-info-fold9
chchen/Llama-3.1-8B-Instruct-PsyCourse-doc-info-fold9
Llama-3.1-8B-Instruct-PsyCourse-doc-info-fold9 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 22, 2025
- Updated
- Feb 22, 2025
- SHA
- d5a1e9fb
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-fold9
This model is a fine-tuned version of meta-llama/Llama-3.1-8B-Instruct on the course-doc-info-train-fold9 dataset. It achieves the following results on the evaluation set:
- Loss: 0.0588
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 |
|---|---|---|---|
| 0.2819 | 0.3951 | 10 | 0.2725 |
| 0.1426 | 0.7901 | 20 | 0.1502 |
| 0.1008 | 1.1852 | 30 | 0.1117 |
| 0.0861 | 1.5802 | 40 | 0.0898 |
| 0.0701 | 1.9753 | 50 | 0.0760 |
| 0.0667 | 2.3704 | 60 | 0.0695 |
| 0.0528 | 2.7654 | 70 | 0.0660 |
| 0.0625 | 3.1605 | 80 | 0.0622 |
| 0.0423 | 3.5556 | 90 | 0.0613 |
| 0.0437 | 3.9506 | 100 | 0.0601 |
| 0.03 | 4.3457 | 110 | 0.0593 |
| 0.0385 | 4.7407 | 120 | 0.0588 |
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 22, 2025
- Updated
- Feb 22, 2025