How to use austinpatrickm/gte-multilingual-base-finetuned with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("austinpatrickm/gte-multilingual-base-finetuned", trust_remote_code=True) sentences = [ "How can I add the program to my antivirus exception list to stop these \"Access is denied\" errors when saving files?", "Title: Russian Federation \"Google Tax\"\nAnswer: Payment of Taxes to the Russian Federation Residents from the Russian Federation need to pay tax on their online purchases.This 20% tax is one that is forced upon all online sales to the Russian Federation.We as a seller are obliged to pay this tax to your country for each purchase in our web shop by citizens of the Russian Federation.[I](https://tax.thomsonreuters.com/blog/tax/indirect-tax/google-tax-is-coming-to-russia/)mage-Line Support Team", "Document_title: Tools Menu\nFile_name: menu_tools.htm\nHeading_hierarchy: [Tools Menu]\nAnchor_id: [none]\n[Image: Top menu bar with text options | Ref: img_shot/menu_bar_selecttools.png] The Tools menu contains useful tools for working with channels, patterns, effects and provides the ability to use external applications as tools inside FL Studio.", "Title: Cannot create file / Access is denied / Unable to write to / Couldn't create the file / Please check that no other application is currently using it\nAnswer: Anti virus programs can trigger one or more of the following error messages: Error messages: Cannot create file 'C:\\Users\\[USER]\\Documents\\Image-Line\\FLEX\\Images\\[Filename].jpg'. Access is denied. Cannot create file 'C:\\Users\\[USER]\\Documents\\Image-Line\\FL Studio\\Audio\\Sliced audio\\[Filename].wav'. Access is denied. Cannot create file \"C:\\Users\\[USER]\\Documents\\Image-Line\\FL Studio\\Presets\\Clipboard files\\Audio clipboard.wav\". Access is denied. Unable to write to C:\\Users\\[USER]\\Documents\\Image-Line\\FLEX\\Packs\\[Filename].ini. Couldn't create the file\n'[Filename].wav'. Please check that no other application is currently using it. As [USER] for example: John (your Windows account name)As [Filename] for example: Arksun Cityscape-1.jpg, Arksun Cityscape-1.ini, recording.wav Symptoms: Can't render audio, \"Couldn't create the file '[Filename].wav'. Please check that no other application is currently using it.\" error is showing up. FLEX doesn't work, \"Cannot create file 'C:\\Users\\[USER]\\Documents\\Image-Line\\FLEX\\Images\\[Filename].jpg'. Access is denied.\", \"Unable to write to\nC:\\Users\\[USER]\\Documents\\Image-Line\\FLEX\\Packs\\[Filename].ini.\" error is showing up. You can't drag and drop files from NewTone, NewTime or Edison into FL Studio. You can't use \"paste from clipboard\" as \"Cannot create file \"C:\\Users\\[USER]\\Documents\\Image-Line\\FL Studio\\Presets\\Clipboard files\\Audio clipboard.wav\". Access is denied.\" error is showing up. You can't consolidate or quickrender tracks or patterns as \"Couldn't create the file '[Filename].wav'. Please check that no other application is currently using it.\" error is showing up. You try to render audio and the file is not\nshowing up, this could also be caused by an Antivirus. Please check if Avast or AVG Anti-virus is installed. Avast and AVG block the usage of the document folder for FL Studio. The solution is to add FL Studio to the exception list. Fix for Avast: 1: Open Avast and navigate to the Avast dashboard 2: Click Menu and click the Settings tab. Click the Exclusions tab under the General tab 3: Add > add the path of the installation folder from FL Studio > add to Avast whitelist Fix for AVG: 1: Open the AVG Dashboard > Menu > Settings 2: Click on General > Exceptions > Add\nException 3: Click on Browse > navigate to the installation folder of FL Studio Other solutions: If the solutions above does not help, these could be some issues, have a look at the article linked below: Wrong user data location Controlled Folder Access is activated [FL Studio | Failed to create user data folder / Unable to create file / Errors saving data](https://support.image-line.com/action/knowledgebase?ans=646) Please report this issue to your Antivirus provider, so they are able to add FL Studio to their database. As FL Studio is always evolving, the code signature/fingerprint AVG\nand Avast is using changes and will again be blocked in the future. Image-Line Support Team" ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4]
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