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| # https://huggingface.co/spaces/kumshing/chinese-to-other | |
| import gradio as gr | |
| # Load model directly | |
| from transformers import AutoTokenizer, AutoModelForSeq2SeqLM | |
| tokenizer = AutoTokenizer.from_pretrained("facebook/m2m100_418M") | |
| model = AutoModelForSeq2SeqLM.from_pretrained("facebook/m2m100_418M") | |
| def chineseToOther(chinese_text, lang = "en"): | |
| okenizer.src_lang = "zh" | |
| encoded_zh = tokenizer(chinese_text, return_tensors="pt") | |
| generated_tokens = model.generate(**encoded_zh, forced_bos_token_id=tokenizer.get_lang_id(lang)) | |
| translated_text = tokenizer.batch_decode(generated_tokens, skip_special_tokens=True) | |
| return translated_text | |
| gr.ChatInterface(chineseToOther).launch() |