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lamma-weather-classifier-improved
poxd33/lamma-weather-classifier-improved
lamma-weather-classifier-improved is a machine learning model from poxd33. 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. --
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At a glance
- Library
- peft
- License
- llama3.2
- Access
- Public
- Created
- Apr 10, 2025
- Updated
- Apr 12, 2025
- SHA
- bf0ae097
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. -->
lamma-weather-classifier-improved
This model is a fine-tuned version of meta-llama/Llama-3.2-11B-Vision-Instruct on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.0062
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: 5e-05
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 16
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 12
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.0612 | 0.9983 | 147 | 0.0519 |
| 0.007 | 1.9966 | 294 | 0.0066 |
| 0.0064 | 2.9949 | 441 | 0.0064 |
| 0.0065 | 4.0 | 589 | 0.0063 |
| 0.0064 | 4.9983 | 736 | 0.0063 |
| 0.0064 | 5.9966 | 883 | 0.0064 |
| 0.0063 | 6.9949 | 1030 | 0.0063 |
| 0.0064 | 8.0 | 1178 | 0.0062 |
| 0.0061 | 8.9983 | 1325 | 0.0062 |
| 0.0066 | 9.9966 | 1472 | 0.0063 |
| 0.0063 | 10.9949 | 1619 | 0.0062 |
| 0.0064 | 11.9796 | 1764 | 0.0062 |
Framework versions
- PEFT 0.13.0
- Transformers 4.45.1
- Pytorch 2.4.0+cu121
- Datasets 3.0.1
- Tokenizers 0.20.3
- Library
- peft
- License
- llama3.2
- Created
- Apr 10, 2025
- Updated
- Apr 12, 2025