jhchoi8984 commited on
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efd8b29
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1 Parent(s): 4432e60

Create app.py

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  1. app.py +14 -0
app.py ADDED
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+ import torch
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+ from transformers import AutoTokenizer, AutoModelForCausalLM
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+ from transformers import TFAutoModel
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+
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+ tokenizer = AutoTokenizer.from_pretrained(
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+ 'kakaobrain/kogpt', revision='KoGPT6B-ryan1.5b-float16', # or float32 version: revision=KoGPT6B-ryan1.5b
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+ bos_token='[BOS]', eos_token='[EOS]', unk_token='[UNK]', pad_token='[PAD]', mask_token='[MASK]'
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+ )
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+ model = AutoModelForCausalLM.from_pretrained(
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+ 'kakaobrain/kogpt', revision='KoGPT6B-ryan1.5b-float16', # or float32 version: revision=KoGPT6B-ryan1.5b
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+ pad_token_id=tokenizer.eos_token_id,
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+ torch_dtype='auto', low_cpu_mem_usage=True
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+ ).to(device='cuda', non_blocking=True)
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+ _ = model.eval()