b7f2b20f-7a45-487a-a6fd-266b5c431c5d
This model is a fine-tuned version of unsloth/gemma-2-2b on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.2799
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: 0.000209
- train_batch_size: 4
- eval_batch_size: 4
- seed: 90
- 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 | 0.0002 | 1 | 1.2844 |
0.2902 | 0.0116 | 50 | 0.4874 |
0.2345 | 0.0233 | 100 | 0.4086 |
0.2207 | 0.0349 | 150 | 0.3648 |
0.2189 | 0.0465 | 200 | 0.3777 |
0.2117 | 0.0582 | 250 | 0.3440 |
0.2362 | 0.0698 | 300 | 0.3057 |
0.2181 | 0.0814 | 350 | 0.2913 |
0.2045 | 0.0931 | 400 | 0.2827 |
0.2016 | 0.1047 | 450 | 0.2803 |
0.2206 | 0.1163 | 500 | 0.2799 |
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/gemma-2-2b