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gemma_2_27b_it_bnb_4bit_multi
CooperW/gemma_2_27b_it_bnb_4bit_multi
gemma_2_27b_it_bnb_4bit_multi is a machine learning model from CooperW. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
This model has been trained for multi classification of the TON-Iot Network dataset.
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Public
Updated Oct 10, 2024
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11 GB
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At a glance
- License
- mit
- Access
- Public
- Created
- Oct 2, 2024
- Updated
- Oct 10, 2024
- SHA
- 34e566d1
Base models
Datasets
Model card
From the Hugging Face model README
This model has been trained for multi classification of the TON-Iot Network dataset.
Refer to adapter_config.json for LoRa Parameters.
Accuracy: 95.6%
Key Training Params:
- Steps: 100
- Batch Size: 64
- Optimizer: Adam_8bit
- lr_schedular: cosine_with_restarts
- lr_scheduler_kwargs = { "num_cycles": len(trainer.get_train_dataloader()) / 100 }
The datasets are an 80/20 partition of the TON-Iot Network dataset.
Train Dataset:
- train_network_multi.jsonl
Test Dataset:
- test_network_multi.jsonl
- License
- mit
- Created
- Oct 2, 2024
- Updated
- Oct 10, 2024