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Model: taeminlee/kogpt2 Source: Original Platform
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README.md
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README.md
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# KoGPT2-Transformers
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KoGPT2 on Huggingface Transformers
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### KoGPT2-Transformers
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- [SKT-AI 에서 공개한 KoGPT2 (ver 1.0)](https://github.com/SKT-AI/KoGPT2)를 [Transformers](https://github.com/huggingface/transformers)에서 사용하도록 하였습니다.
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- **SKT-AI 에서 KoGPT2 2.0을 공개하였습니다. https://huggingface.co/skt/kogpt2-base-v2/**
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### Demo
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- 일상 대화 챗봇 : http://demo.tmkor.com:36200/dialo
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- 화장품 리뷰 생성 : http://demo.tmkor.com:36200/ctrl
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### Example
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```python
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from transformers import GPT2LMHeadModel, PreTrainedTokenizerFast
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model = GPT2LMHeadModel.from_pretrained("taeminlee/kogpt2")
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tokenizer = PreTrainedTokenizerFast.from_pretrained("taeminlee/kogpt2")
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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=100, num_return_sequences=3)
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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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config.json
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config.json
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{
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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_layer": 12,
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"n_positions": 1024,
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"output_past": true,
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"resid_pdrop": 0.1,
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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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"vocab_size": 50000
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}
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flax_model.msgpack
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flax_model.msgpack
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version https://git-lfs.github.com/spec/v1
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size 496974616
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merges.txt
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model.safetensors
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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size 509570096
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pytorch_model.bin
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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size 509586767
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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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spiece.model
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spiece.model
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tokenizer.json
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tokenizer.json
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tokenizer_config.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>"}
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vocab.json
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vocab.json
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