def translate_text(text_list):
translate_analyzer = TranslationAnalyzer(
model_name_or_path="Helsinki-NLP/opus-mt-hi-en",
device="auto"
)
source_responses = [AnalyzerRequest(processed_text=text.processed_text, source_name="sample") for text in text_list]
analyzer_responses = translate_analyzer.analyze_input(source_response_list=source_responses)
return [
AnalyzerRequest(processed_text=response.segmented_data['translated_text'], source_name="translator")
for response in analyzer_responses
]
def translate_analyzer():
return TranslationAnalyzer(model_name_or_path="Helsinki-NLP/opus-mt-hi-en",
batch_size=1)