metadata
base_model: zake7749/gemma-2-2b-it-chinese-kyara-dpo
library_name: peft
license: gemma
tags:
- generated_from_trainer
model-index:
- name: adl-hw3-finetune-gemma-2-chinese-kyara-11
results: []
adl-hw3-finetune-gemma-2-chinese-kyara-11
This model is a fine-tuned version of zake7749/gemma-2-2b-it-chinese-kyara-dpo on the None dataset. It achieves the following results on the evaluation set:
- Loss: 2.3230
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: 3e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 16
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 2.8863 | 0.3552 | 100 | 2.5712 |
| 2.3945 | 0.7105 | 200 | 2.4416 |
| 2.3393 | 1.0657 | 300 | 2.3884 |
| 2.2027 | 1.4210 | 400 | 2.3560 |
| 2.166 | 1.7762 | 500 | 2.3378 |
| 2.1028 | 2.1314 | 600 | 2.3358 |
| 2.0567 | 2.4867 | 700 | 2.3258 |
| 2.0447 | 2.8419 | 800 | 2.3230 |
Framework versions
- PEFT 0.13.2
- Transformers 4.45.1
- Pytorch 2.5.0+cu121
- Datasets 3.1.0
- Tokenizers 0.20.3