metadata
license: other
library_name: peft
tags:
- alignment-handbook
- generated_from_trainer
- trl
- sft
- generated_from_trainer
datasets:
- ruozhiba
base_model: 01-ai/Yi-6B
model-index:
- name: Yi-6B-ruozhiba
results: []
Yi-6B-ruozhiba
This model is a fine-tuned version of 01-ai/Yi-6B on the ruozhiba dataset. It achieves the following results on the evaluation set:
- Loss: 4.2052
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: 4
- eval_batch_size: 4
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 20
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 2.7672 | 1.0 | 55 | 2.3123 |
| 2.0304 | 2.0 | 110 | 1.9674 |
| 1.7981 | 3.0 | 165 | 1.9422 |
| 1.5825 | 4.0 | 220 | 2.0125 |
| 1.2811 | 5.0 | 275 | 2.2657 |
| 0.928 | 6.0 | 330 | 2.5271 |
| 0.6688 | 7.0 | 385 | 2.7800 |
| 0.4595 | 8.0 | 440 | 3.1072 |
| 0.3117 | 9.0 | 495 | 3.3261 |
| 0.242 | 10.0 | 550 | 3.5036 |
| 0.1718 | 11.0 | 605 | 3.6742 |
| 0.157 | 12.0 | 660 | 3.7895 |
| 0.1188 | 13.0 | 715 | 3.9184 |
| 0.1296 | 14.0 | 770 | 3.9965 |
| 0.1219 | 15.0 | 825 | 4.1147 |
| 0.1 | 16.0 | 880 | 4.1376 |
| 0.1155 | 17.0 | 935 | 4.1758 |
| 0.1083 | 18.0 | 990 | 4.2016 |
| 0.0961 | 19.0 | 1045 | 4.2047 |
| 0.0917 | 20.0 | 1100 | 4.2052 |
Framework versions
- PEFT 0.7.1
- Transformers 4.36.2
- Pytorch 2.2.2+cu118
- Datasets 2.14.6
- Tokenizers 0.15.2