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# counsel_chatbot

This model is a fine-tuned version of [skt/kogpt2-base-v2](https://huggingface.co/skt/kogpt2-base-v2) on the None dataset.

## Model description

* 한국어 심리상담 데이터를 이용해 Ko-GPT2를 fine-tuning하여 만든 심리상담 모형입니다.
* 입력을 하실 땐 '질문: [실제 질문] 답변:'의 형태로 질문하시기 바랍니다.
* Colab의 메모리 한계 상 훈련을 장시간 할 수 없어, 모형이 엉뚱하거나 이상한 답을 할 수 있습니다. 귀엽게 봐 주세요.

## Training and evaluation data

AI Hub의 <감성 대화 말뭉치>를 사용했습니다.
https://aihub.or.kr/aihubdata/data/view.do?currMenu=115&topMenu=100&dataSetSn=86

## Training procedure

### Training hyperparameters

The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 1

### Framework versions

- Transformers 4.35.2
- Pytorch 2.1.0+cu121
- Datasets 2.16.1
- Tokenizers 0.15.1

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transformers tensorboard safetensors gpt2 text-generation generated_from_trainer base_model:skt/kogpt2-base-v2 license:cc-by-nc-sa-4.0 autotrain_compatible endpoints_compatible has_space text-generation-inference region:us