Update app.py
Browse files
app.py
CHANGED
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@@ -7,7 +7,7 @@ import httpx
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device = torch.device('cuda' if torch.cuda.is_available() else 'cpu')
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# Language options and mappings
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options = ["German", "Romanian", "English", "French", "Spanish", "Italian"]
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favourite_langs = {"German": "de", "Romanian": "ro", "English": "en", "-----": "-----"}
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df = pl.read_parquet("isolanguages.parquet")
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non_empty_isos = df.slice(1).filter(pl.col("ISO639-1") != "").rows()
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@@ -20,7 +20,7 @@ iso1_to_name = {iso[1]: iso[0] for iso in non_empty_isos} # {'ro': 'Romanian', '
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langs = {iso[0]: iso[1] for iso in non_empty_isos} # {'Romanian': 'ro', 'German': 'de'}
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models = ["Helsinki-NLP", "Argos", "Google", "t5-base", "t5-small", "t5-large", "Unbabel/Tower-Plus-2B",
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"Unbabel/TowerInstruct-Mistral-7B-v0.2", "winninghealth/WiNGPT-Babel-2", "towing/viachat-t5-large-v3.0", "towing/viachat-t5-large-v2.0"]
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allmodels = ["Helsinki-NLP",
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"Helsinki-NLP/opus-mt-tc-bible-big-mul-mul", "Helsinki-NLP/opus-mt-tc-bible-big-mul-deu_eng_nld",
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@@ -52,6 +52,11 @@ class Translators:
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response = httpx.get(url)
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return response.json()[0][0][0]
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@classmethod
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def download_argos_model(cls, from_code, to_code):
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import argostranslate.package
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@@ -418,6 +423,9 @@ def translate_text(model_name: str, s_language: str, t_language: str, input_text
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elif model_name == "Helsinki-NLP":
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translated_text, message_text = Translators(model_name, sl, tl, input_text).HelsinkiNLP()
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elif model_name == 'Argos':
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translated_text = Translators(model_name, sl, tl, input_text).argos()
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device = torch.device('cuda' if torch.cuda.is_available() else 'cpu')
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# Language options and mappings
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options = ["German", "Romanian", "English", "French", "Spanish", "Italian", "Hindi"]
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favourite_langs = {"German": "de", "Romanian": "ro", "English": "en", "-----": "-----"}
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df = pl.read_parquet("isolanguages.parquet")
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non_empty_isos = df.slice(1).filter(pl.col("ISO639-1") != "").rows()
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langs = {iso[0]: iso[1] for iso in non_empty_isos} # {'Romanian': 'ro', 'German': 'de'}
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models = ["Helsinki-NLP", "Argos", "Google", "t5-base", "t5-small", "t5-large", "HPLT", "Unbabel/Tower-Plus-2B",
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"Unbabel/TowerInstruct-Mistral-7B-v0.2", "winninghealth/WiNGPT-Babel-2", "towing/viachat-t5-large-v3.0", "towing/viachat-t5-large-v2.0"]
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allmodels = ["Helsinki-NLP",
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"Helsinki-NLP/opus-mt-tc-bible-big-mul-mul", "Helsinki-NLP/opus-mt-tc-bible-big-mul-deu_eng_nld",
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response = httpx.get(url)
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return response.json()[0][0][0]
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def hplt(self):
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model = f'HPLT/translate-{self.sl}-{self.tl}-v1.0-hplt'
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pipe = pipeline("translation", model=model)
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return translation[0]['translation_text']
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@classmethod
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def download_argos_model(cls, from_code, to_code):
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import argostranslate.package
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elif model_name == "Helsinki-NLP":
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translated_text, message_text = Translators(model_name, sl, tl, input_text).HelsinkiNLP()
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elif model_name == "HPLT":
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translated_text, message_text = Translators(model_name, sl, tl, input_text).hplt()
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elif model_name == 'Argos':
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translated_text = Translators(model_name, sl, tl, input_text).argos()
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