7d2d4d2e-3475-41f0-ad8f-64295f859ad6
This model is a fine-tuned version of Qwen/Qwen2.5-7B on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.8261
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: 0.000205
- train_batch_size: 4
- eval_batch_size: 4
- seed: 50
- 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 | 0.0000 | 1 | 2.3955 |
1.9165 | 0.0008 | 50 | 1.9835 |
1.878 | 0.0016 | 100 | 1.9675 |
1.9564 | 0.0024 | 150 | 1.9530 |
1.8678 | 0.0032 | 200 | 1.8890 |
1.8605 | 0.0040 | 250 | 1.8571 |
2.0126 | 0.0048 | 300 | 1.8428 |
1.882 | 0.0056 | 350 | 1.8314 |
1.913 | 0.0064 | 400 | 1.8274 |
1.7818 | 0.0072 | 450 | 1.8263 |
1.7872 | 0.0080 | 500 | 1.8261 |
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
Qwen/Qwen2.5-7B