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llama-3-freeze-full-data
tanjumajerin/llama-3-freeze-full-data
llama-3-freeze-full-data is a machine learning model from tanjumajerin. 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
- Aug 17, 2025
- Updated
- Aug 22, 2025
- SHA
- 2ee31471
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-full-data
This model is a fine-tuned version of meta-llama/Meta-Llama-3-8B on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.1187
- Accuracy: 0.5827
- F1: 0.5786
- Precision: 0.5883
- Recall: 0.5827
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: 8
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 32
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.05
- num_epochs: 3
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 | Precision | Recall |
|---|---|---|---|---|---|---|---|
| 0.7131 | 0.9999 | 5167 | 1.1500 | 0.5716 | 0.5696 | 0.5746 | 0.5716 |
| 0.5229 | 1.9999 | 10335 | 1.1417 | 0.5830 | 0.5754 | 0.5926 | 0.5830 |
| 0.5 | 2.9996 | 15501 | 1.1187 | 0.5827 | 0.5786 | 0.5883 | 0.5827 |
Framework versions
- PEFT 0.10.0
- Transformers 4.40.0
- Pytorch 2.2.2+cu121
- Datasets 2.18.0
- Tokenizers 0.19.1
- Library
- peft
- License
- llama3
- Created
- Aug 17, 2025
- Updated
- Aug 22, 2025