b8fe80d7-3ff9-4dbe-b743-97eecf3ea063
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: 1.2760
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: 0.000218
- train_batch_size: 4
- eval_batch_size: 4
- seed: 180
- 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 | 0.0006 | 1 | 2.7613 |
0.8332 | 0.0288 | 50 | 1.9510 |
0.7473 | 0.0576 | 100 | 1.4730 |
0.7892 | 0.0864 | 150 | 1.5745 |
0.7532 | 0.1152 | 200 | 1.4215 |
0.7744 | 0.1441 | 250 | 1.3967 |
0.824 | 0.1729 | 300 | 1.3612 |
0.7778 | 0.2017 | 350 | 1.3176 |
0.7689 | 0.2305 | 400 | 1.2841 |
0.7797 | 0.2593 | 450 | 1.2753 |
0.836 | 0.2881 | 500 | 1.2760 |
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