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llama3-biofunction-finetuned
Dominicmils/llama3-biofunction-finetuned
llama3-biofunction-finetuned is a text generation model from Dominicmils. Use it when you need the model to write or continue text. 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
- Task
- Text Generation
- Library
- peft
- License
- llama3.1
- Access
- Public
- Created
- Oct 15, 2025
- Updated
- Oct 15, 2025
- SHA
- df7c8023
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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. -->
llama3-biofunction-finetuned
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: 2.5720
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: 2
- eval_batch_size: 2
- seed: 42
- gradient_accumulation_steps: 8
- total_train_batch_size: 16
- optimizer: Use OptimizerNames.PAGED_ADAMW with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: cosine
- num_epochs: 3
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 2.7553 | 0.2189 | 50 | 2.6617 |
| 2.6516 | 0.4379 | 100 | 2.6396 |
| 2.7112 | 0.6568 | 150 | 2.6192 |
| 2.6746 | 0.8758 | 200 | 2.6106 |
| 2.706 | 1.0920 | 250 | 2.6007 |
| 2.5584 | 1.3109 | 300 | 2.5934 |
| 2.5746 | 1.5298 | 350 | 2.5920 |
| 2.587 | 1.7488 | 400 | 2.5800 |
| 2.5857 | 1.9677 | 450 | 2.5795 |
| 2.4667 | 2.1839 | 500 | 2.5818 |
| 2.6714 | 2.4028 | 550 | 2.5705 |
| 2.5687 | 2.6218 | 600 | 2.5813 |
| 2.5423 | 2.8407 | 650 | 2.5720 |
Framework versions
- PEFT 0.17.1
- Transformers 4.57.0
- Pytorch 2.8.0+cu126
- Datasets 4.0.0
- Tokenizers 0.22.1
- Task
- Text Generation
- Library
- peft
- License
- llama3.1
- Created
- Oct 15, 2025
- Updated
- Oct 15, 2025