49d78851-4ecc-4f43-9425-ce8b6be52d55
This model is a fine-tuned version of unsloth/Qwen2-7B on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.0719
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: 0.000206
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 8
- optimizer: Use OptimizerNames.ADAMW_BNB with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: cosine
- lr_scheduler_warmup_steps: 50
- training_steps: 500
Training results
Training Loss | Epoch | Step | Validation Loss |
---|---|---|---|
No log | 0.0007 | 1 | 1.3709 |
2.2738 | 0.0349 | 50 | 1.3109 |
2.3148 | 0.0698 | 100 | 1.2855 |
2.1607 | 0.1047 | 150 | 1.2025 |
1.982 | 0.1397 | 200 | 1.1920 |
2.2818 | 0.1746 | 250 | 1.1479 |
1.9594 | 0.2095 | 300 | 1.1173 |
2.2892 | 0.2444 | 350 | 1.0991 |
2.3431 | 0.2793 | 400 | 1.0796 |
2.3674 | 0.3142 | 450 | 1.0725 |
2.1409 | 0.3492 | 500 | 1.0719 |
Framework versions
- PEFT 0.13.2
- Transformers 4.46.0
- Pytorch 2.5.0+cu124
- Datasets 3.0.1
- Tokenizers 0.20.1
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Base model
unsloth/Qwen2-7B