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Model: withU/kogpt2-emotion-chatbot
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2026-06-24 10:56:18 +08:00
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# KoGPT2-emotion-chatbot
kogpt2 on hugging face Transformers for Psychological Counseling
- [full project link](https://github.com/jiminAn/Capstone_2022)
## how to use
```
from transformers import GPT2LMHeadModel, PreTrainedTokenizerFast
model = GPT2LMHeadModel.from_pretrained("withU/kogpt2-emotion-chatbot")
tokenizer = PreTrainedTokenizerFast.from_pretrained("withU/kogpt2-emotion-chatbot")
input_ids = tokenizer.encode("안녕", add_special_tokens=False, return_tensors="pt")
output_sequences = model.generate(input_ids=input_ids, do_sample=True, max_length=80, num_return_sequences=4)
for generated_sequence in output_sequences:
generated_sequence = generated_sequence.tolist()
print("GENERATED SEQUENCE : {0}".format(tokenizer.decode(generated_sequence, clean_up_tokenization_spaces=True)))
```
## dataset finetuned on
- [wellness dataset](https://aihub.or.kr/opendata/keti-data/recognition-laguage/KETI-02-006)
- [emotion corpus of conversations](https://aihub.or.kr/opendata/keti-data/recognition-laguage/KETI-02-010)
- [chatbot data](https://jeongukjae.github.io/tfds-korean/datasets/korean_chatbot_qa_data.html)
## references
- [WelllnessConversation-LanguageModel](https://github.com/nawnoes/WellnessConversation-LanguageModel)
- [KoGPT2: SKT-AI](https://github.com/SKT-AI/KoGPT2)

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{
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"n_ctx": 1024,
"n_embd": 768,
"n_head": 12,
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"n_layer": 12,
"n_positions": 1024,
"output_past": true,
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"torch_dtype": "float32",
"transformers_version": "4.17.0",
"use_cache": true,
"vocab_size": 50000
}

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{"do_lower_case": false, "unk_token": "<unk>", "pad_token": "<pad>", "bos_token": "<s>", "eos_token": "</s>", "special_tokens_map_file": "/Users/elplaguister/.cache/huggingface/transformers/81bb172c5a6c70898d8a2e22cf133bb951e80e92f6f12d3bd4c6270bcfd8413f.9d6cd81ef646692fb1c169a880161ea1cb95f49694f220aced9b704b457e51dd", "name_or_path": "taeminlee/kogpt2", "tokenizer_class": "PreTrainedTokenizerFast"}