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Model: withU/kogpt2-emotion-chatbot Source: Original Platform
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README.md
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README.md
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# KoGPT2-emotion-chatbot
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kogpt2 on hugging face Transformers for Psychological Counseling
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- [full project link](https://github.com/jiminAn/Capstone_2022)
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## how to use
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```
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from transformers import GPT2LMHeadModel, PreTrainedTokenizerFast
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model = GPT2LMHeadModel.from_pretrained("withU/kogpt2-emotion-chatbot")
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tokenizer = PreTrainedTokenizerFast.from_pretrained("withU/kogpt2-emotion-chatbot")
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input_ids = tokenizer.encode("안녕", add_special_tokens=False, return_tensors="pt")
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output_sequences = model.generate(input_ids=input_ids, do_sample=True, max_length=80, num_return_sequences=4)
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for generated_sequence in output_sequences:
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generated_sequence = generated_sequence.tolist()
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print("GENERATED SEQUENCE : {0}".format(tokenizer.decode(generated_sequence, clean_up_tokenization_spaces=True)))
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```
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## dataset finetuned on
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- [wellness dataset](https://aihub.or.kr/opendata/keti-data/recognition-laguage/KETI-02-006)
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- [emotion corpus of conversations](https://aihub.or.kr/opendata/keti-data/recognition-laguage/KETI-02-010)
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- [chatbot data](https://jeongukjae.github.io/tfds-korean/datasets/korean_chatbot_qa_data.html)
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## references
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- [WelllnessConversation-LanguageModel](https://github.com/nawnoes/WellnessConversation-LanguageModel)
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- [KoGPT2: SKT-AI](https://github.com/SKT-AI/KoGPT2)
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config.json
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config.json
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{
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"_name_or_path": "taeminlee/kogpt2",
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"activation_function": "gelu_new",
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"architectures": [
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"GPT2LMHeadModel"
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],
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"attn_pdrop": 0.1,
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"bos_token_id": 50256,
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"embd_pdrop": 0.1,
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"eos_token_id": 50256,
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"initializer_range": 0.02,
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"layer_norm_epsilon": 1e-05,
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"model_type": "gpt2",
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"n_ctx": 1024,
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"n_embd": 768,
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"n_head": 12,
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"n_inner": null,
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"n_layer": 12,
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"n_positions": 1024,
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"output_past": true,
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"reorder_and_upcast_attn": false,
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"resid_pdrop": 0.1,
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"scale_attn_by_inverse_layer_idx": false,
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"scale_attn_weights": true,
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"summary_activation": null,
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"summary_first_dropout": 0.1,
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"summary_proj_to_labels": true,
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"summary_type": "cls_index",
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"summary_use_proj": true,
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"torch_dtype": "float32",
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"transformers_version": "4.17.0",
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"use_cache": true,
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"vocab_size": 50000
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}
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:b044f401d2effcaaff25baefca0724b1812911ce1e5a2ad3f8fa60c1b24a1422
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size 509612457
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special_tokens_map.json
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special_tokens_map.json
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{"bos_token": "<s>", "eos_token": "</s>", "unk_token": "<unk>", "pad_token": "<pad>"}
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tokenizer.json
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tokenizer.json
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tokenizer_config.json
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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"}
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