---
library_name: transformers
tags:
- text-generation-inference
license: apache-2.0
language:
- en
- ko
pipeline_tag: text-generation
---

# ver_4.1_sft

This model is a fine-tuned version of [yanolja/EEVE-Korean-10.8B-v1.0](https://huggingface.co/yanolja/EEVE-Korean-10.8B-v1.0) on the Custom dataset.


## 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
- distributed_type: multi-GPU
- num_devices: 8
- total_train_batch_size: 8
- total_eval_batch_size: 8
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.1
- training_steps: 0

### Training results

| Training Loss | Epoch | Step |
|:-------------:|:-----:|:----:|
| 0.7739        | 0.2   | 1124 |
| 0.7214        | 0.4   | 2248 |
| 0.6832        | 0.6   | 3372 |
| 0.6935        | 0.8   | 4496 |


### Framework versions

- PEFT 0.10.0
- Transformers 4.39.3
- Pytorch 2.0.1
- Datasets 2.18.0
- Tokenizers 0.15.2