554709a9-459a-4849-bde2-ce9c33cb634e
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: 1.9317
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: 0.000201
- train_batch_size: 4
- eval_batch_size: 4
- seed: 10
- 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 | 0.0001 | 1 | 3.0700 |
2.1679 | 0.0027 | 50 | 2.3646 |
2.0188 | 0.0053 | 100 | 2.2475 |
2.1242 | 0.0080 | 150 | 2.1766 |
2.012 | 0.0107 | 200 | 2.1495 |
1.8255 | 0.0133 | 250 | 2.0661 |
1.7791 | 0.0160 | 300 | 2.0367 |
1.8133 | 0.0186 | 350 | 1.9786 |
1.9783 | 0.0213 | 400 | 1.9485 |
1.7968 | 0.0240 | 450 | 1.9355 |
1.8858 | 0.0266 | 500 | 1.9317 |
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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Model tree for lesso01/554709a9-459a-4849-bde2-ce9c33cb634e
Base model
Qwen/Qwen2.5-7B