RedPajama-INCITE-Base-3B-v1-colab
This model is a fine-tuned version of togethercomputer/RedPajama-INCITE-Base-3B-v1 on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.6061
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: 5e-05
- train_batch_size: 1
- eval_batch_size: 1
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 4
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 1
Training results
Training Loss | Epoch | Step | Validation Loss |
---|---|---|---|
1.59 | 0.08 | 200 | 1.6639 |
1.6331 | 0.16 | 400 | 1.6433 |
1.6253 | 0.24 | 600 | 1.6323 |
1.6133 | 0.33 | 800 | 1.6259 |
1.6153 | 0.41 | 1000 | 1.6210 |
1.5429 | 0.49 | 1200 | 1.6165 |
1.5379 | 0.57 | 1400 | 1.6129 |
1.6046 | 0.65 | 1600 | 1.6090 |
1.6253 | 0.73 | 1800 | 1.6073 |
1.6955 | 0.81 | 2000 | 1.6061 |
Framework versions
- Transformers 4.31.0.dev0
- Pytorch 2.0.1+cu118
- Datasets 2.13.1
- Tokenizers 0.13.3
Model tree for vincentmin/RedPajama-INCITE-Base-3B-v1-colab
Base model
togethercomputer/RedPajama-INCITE-Base-3B-v1