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-5e-4-50
results: []
Yi-6B-ruozhiba-5e-4-50
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: 4.1158
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: 0.0005
- 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: 10
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.8768 | 1.0 | 55 | 1.8434 |
| 1.5109 | 2.0 | 110 | 1.8907 |
| 1.1215 | 3.0 | 165 | 2.1649 |
| 0.4876 | 4.0 | 220 | 2.6900 |
| 0.2916 | 5.0 | 275 | 2.8212 |
| 0.1983 | 6.0 | 330 | 2.8984 |
| 0.1199 | 7.0 | 385 | 2.9498 |
| 0.0743 | 8.0 | 440 | 3.2507 |
| 0.062 | 9.0 | 495 | 3.1474 |
| 0.0404 | 10.0 | 550 | 3.3666 |
| 0.038 | 11.0 | 605 | 3.3349 |
| 0.0374 | 12.0 | 660 | 3.4456 |
| 0.0384 | 13.0 | 715 | 3.4822 |
| 0.0408 | 14.0 | 770 | 3.4718 |
| 0.0347 | 15.0 | 825 | 3.5028 |
| 0.0377 | 16.0 | 880 | 3.5218 |
| 0.0395 | 17.0 | 935 | 3.5320 |
| 0.0408 | 18.0 | 990 | 3.5371 |
| 0.0468 | 19.0 | 1045 | 3.5391 |
Framework versions
- PEFT 0.7.1
- Transformers 4.36.2
- Pytorch 2.3.0+cu121
- Datasets 2.14.6
- Tokenizers 0.15.2