Duplicate from SIVAPRASATH/tamil-translator

Co-authored-by: SIVAPRASATH S <SIVAPRASATH@users.noreply.huggingface.co>

.gitattributes

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README.md

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+---
+title: Tamil Translator
+emoji: 🔥
+colorFrom: yellow
+colorTo: blue
+sdk: gradio
+sdk_version: 3.0.15
+app_file: app.py
+pinned: false
+duplicated_from: SIVAPRASATH/tamil-translator
+---
+
+Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

app.py

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+import gradio as gr
+from transformers import MBartForConditionalGeneration, MBart50TokenizerFast,MBartTokenizerFast,MBart50Tokenizer
+
+
+from transformers import MBartTokenizer,MBartForConditionalGeneration, MBartConfig
+model = MBartForConditionalGeneration.from_pretrained("facebook/mbart-large-50-one-to-many-mmt")
+tokenizer = MBart50TokenizerFast.from_pretrained("facebook/mbart-large-50-one-to-many-mmt",src_lang="en_XX")
+
+def get_input(text):
+  models_input = tokenizer(text,return_tensors="pt")
+  generated_tokens = model.generate(**models_input,forced_bos_token_id=tokenizer.lang_code_to_id["ta_IN"])
+  translation = tokenizer.batch_decode(generated_tokens, skip_special_tokens=True)
+  return translation
+  
+iface = gr.Interface(fn=get_input,inputs="text",outputs="text", title = "English to Tamil Translator",description="Get Tamil translation for your text in English")  
+
+iface.launch()

requirements.txt

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+torch
+transformers
+sentencepiece