G0514HMA18H
This model is a fine-tuned version of google/gemma-2b on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: -17.8863
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: 0.0003
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 16
- total_train_batch_size: 128
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine_with_restarts
- lr_scheduler_warmup_steps: 60
- num_epochs: 3
- mixed_precision_training: Native AMP
Training results
Training Loss | Epoch | Step | Validation Loss |
---|---|---|---|
0.7397 | 0.09 | 10 | -0.3975 |
-1.7057 | 0.18 | 20 | -3.6259 |
-5.262 | 0.27 | 30 | -7.4840 |
-9.0284 | 0.36 | 40 | -11.0077 |
-12.2555 | 0.45 | 50 | -13.9478 |
-14.8695 | 0.54 | 60 | -15.9731 |
-16.4824 | 0.63 | 70 | -16.9638 |
-17.1562 | 0.73 | 80 | -17.3577 |
-17.4316 | 0.82 | 90 | -17.5211 |
-17.562 | 0.91 | 100 | -17.6057 |
-17.6246 | 1.0 | 110 | -17.6531 |
-17.6704 | 1.09 | 120 | -17.6811 |
-17.691 | 1.18 | 130 | -17.7006 |
-17.7076 | 1.27 | 140 | -17.7180 |
-17.7234 | 1.36 | 150 | -17.7314 |
-17.738 | 1.45 | 160 | -17.7406 |
-17.7492 | 1.54 | 170 | -17.7580 |
-17.7665 | 1.63 | 180 | -17.7743 |
-17.7825 | 1.72 | 190 | -17.7921 |
-17.8068 | 1.81 | 200 | -17.8132 |
-17.8209 | 1.9 | 210 | -17.8311 |
-17.8385 | 1.99 | 220 | -17.8439 |
-17.8464 | 2.08 | 230 | -17.8522 |
-17.8595 | 2.18 | 240 | -17.8657 |
-17.8688 | 2.27 | 250 | -17.8729 |
-17.8733 | 2.36 | 260 | -17.8783 |
-17.8725 | 2.45 | 270 | -17.8809 |
-17.8806 | 2.54 | 280 | -17.8834 |
-17.8837 | 2.63 | 290 | -17.8849 |
-17.884 | 2.72 | 300 | -17.8855 |
-17.8807 | 2.81 | 310 | -17.8860 |
-17.8864 | 2.9 | 320 | -17.8863 |
-17.8839 | 2.99 | 330 | -17.8863 |
Framework versions
- Transformers 4.36.0.dev0
- Pytorch 2.1.2+cu121
- Datasets 2.14.6
- Tokenizers 0.14.0
Model tree for Litzy619/G0514HMA18H
Base model
google/gemma-2b
Finetuned
this model