Downloads · 30 days
11
46% of all-time downloads
adalora_tuning_llama_3b
safffrron/adalora_tuning_llama_3b
adalora_tuning_llama_3b is a machine learning model from safffrron. 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 llama3.2.
should probably proofread and complete it, then remove this comment. --
All-time downloads
24
Public
Repo size
58.8 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.json17.4 MB · 56%
At a glance
- Library
- peft
- License
- llama3.2
- Access
- Public
- Created
- Sep 27, 2025
- Updated
- Sep 27, 2025
- SHA
- 2bbb6313
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. -->
adalora_tuning_llama_3b
This model is a fine-tuned version of meta-llama/Llama-3.2-3B-Instruct on the None dataset. It achieves the following results on the evaluation set:
- Loss: 2.9179
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: 0.001
- train_batch_size: 2
- eval_batch_size: 1
- seed: 42
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 100
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 3.0052 | 1.0 | 7125 | 3.0909 |
| 2.9641 | 2.0 | 14250 | 2.9877 |
| 2.8979 | 3.0 | 21375 | 2.9179 |
Framework versions
- PEFT 0.15.2
- Transformers 4.52.4
- Pytorch 2.6.0+cu124
- Datasets 3.6.0
- Tokenizers 0.21.2
- Library
- peft
- License
- llama3.2
- Created
- Sep 27, 2025
- Updated
- Sep 27, 2025