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llama3-3b-classification-gpt4o-100k
llama-duo/llama3-3b-classification-gpt4o-100k
llama3-3b-classification-gpt4o-100k is a machine learning model from llama-duo. 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
- Model type
- llama
- Access
- Public
- Created
- Mar 31, 2025
- Updated
- Apr 1, 2025
- SHA
- b061fd06
Base models
Datasets
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. -->
llama3-3b-classification-gpt4o-100k
This model is a fine-tuned version of meta-llama/Llama-3.2-3B on the generator dataset. It achieves the following results on the evaluation set:
- Loss: 2.2580
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: 16
- eval_batch_size: 16
- seed: 42
- distributed_type: multi-GPU
- num_devices: 8
- gradient_accumulation_steps: 2
- total_train_batch_size: 256
- total_eval_batch_size: 128
- 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: cosine
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 2.1922 | 1.0 | 30 | 2.2939 |
| 1.9883 | 2.0 | 60 | 2.2309 |
| 1.9261 | 3.0 | 90 | 2.2480 |
| 1.877 | 4.0 | 120 | 2.2464 |
| 1.8508 | 5.0 | 150 | 2.2514 |
| 1.8357 | 6.0 | 180 | 2.2442 |
| 1.8225 | 7.0 | 210 | 2.2535 |
| 1.8153 | 8.0 | 240 | 2.2560 |
| 1.8065 | 9.0 | 270 | 2.2574 |
| 1.8084 | 10.0 | 300 | 2.2580 |
Framework versions
- PEFT 0.15.1
- Transformers 4.50.3
- Pytorch 2.6.0+cu124
- Datasets 3.5.0
- Tokenizers 0.21.1
- Library
- peft
- Type
- llama
- License
- llama3.2
- Created
- Mar 31, 2025
- Updated
- Apr 1, 2025