metadata
license: apache-2.0
base_model: EleutherAI/polyglot-ko-1.3b
tags:
- generated_from_trainer
metrics:
- accuracy
model-index:
- name: reward-gpt-duplicate-answer
results: []
reward-gpt-duplicate-answer
This model is a fine-tuned version of EleutherAI/polyglot-ko-1.3b on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.0115
- Accuracy: 0.5
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: 9e-06
- train_batch_size: 4
- eval_batch_size: 4
- seed: 2023
- gradient_accumulation_steps: 8
- total_train_batch_size: 32
- optimizer: Adam with betas=(0.9,0.95) and epsilon=1e-08
- lr_scheduler_type: cosine
- num_epochs: 1
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 0.1975 | 0.13 | 100 | 0.0475 | 0.0 |
| 0.0945 | 0.25 | 200 | 0.0329 | 0.0 |
| 0.0739 | 0.38 | 300 | 0.0156 | 0.0 |
| 0.1354 | 0.5 | 400 | 0.0230 | 0.5 |
| 0.1114 | 0.63 | 500 | 0.0260 | 0.5 |
| 0.0688 | 0.75 | 600 | 0.0119 | 0.5 |
| 0.0744 | 0.88 | 700 | 0.0115 | 0.5 |
Framework versions
- Transformers 4.35.0
- Pytorch 2.1.0+cu118
- Datasets 2.14.6
- Tokenizers 0.14.1