Navigating the Privacy Paradox: A Guide to Ethical Fine-Tuning of Large Language Models

fine tuning llm

In the field of artificial intelligence, Large Language Models (LLMs) such as GPT-4 stand out as a major innovation, proving useful in a range of areas including automated customer support and creative content generation. Nonetheless, there exists a notable challenge in leveraging the capabilities of these models while also maintaining data privacy. This blog aims … Read more

Adding Privacy to LangChain with Private AI

langchain privacy

LangChain is a powerful tool that allows you to setup a conversation with your favourite LLMs with ease. If you’re worried about what that LLM is doing with your information, Private AI makes it easy to integrate a privacy layer into your conversation, keeping your sensitive information safe. Getting Started If you don’t already have access … Read more

BYO LLM: Privacy Concerns and Other Challenges with Self Hosting

llm privacy

In the digital transformation era, Large Language Models (LLMs) like ChatGPT are increasingly being integrated into organizational workflows to boost efficiency and enrich customer experience. Self hosting these LLMs appears to be a viable solution to address privacy concerns, but it’s not entirely without its challenges. This article explores the residual privacy issues that persist … Read more

Generative AI Impact on Governments (Part 3/3)

AI in Government

How Are Governments Using Generative AI? Generative AI has found a multitude of use cases across industries. As of now, approximately 70% of companies are either experimenting with or actively implementing Generative AI into their operations. From content generation to data analysis and customer service automation, this technology is being harnessed to streamline processes and … Read more

Introducing Product Version 3.4: More Features, More Power!

release

Hello, dear community! We are thrilled to announce the release of version 3.4 of our product. This release isn’t just about refining our product; it’s about introducing powerful new capabilities that promise to redefine the way you interact with our platform. Let’s dive into what’s new! Comprehensive DICOM Images Support Our newly introduced DICOM image … Read more

AI in Government: The fine balance between applying and regulating AI (Part 2/3)

AI in Government

Ethical AI in Government Government agencies face a unique challenge when it comes to regulating AI while simultaneously using it. They are bound by legal and ethical obligations to protect citizens’ rights and privacy; therefore, when employing AI, they must do so responsibly to uphold democratic values and protect individual rights. In the first part … Read more

Navigating the Future of AI: Responsibility, Regulation, and Generative AI Impact (Part 1/3)

responsible ai

What is Responsible AI? The promise of AI extends far beyond convenience. The technology holds the potential to revolutionize government operations, enhance cybersecurity, and transform citizen experiences, thus improving the quality of human life. However, just like a certain superhero’s mantra, “With great power comes great responsibility.” How can we harness this remarkable technology to … Read more

How to adapt from PIPEDA to Law25: Compliance in Canada

PIPEDA x LAW25

Canada’s federal Personal Information Protection and Electronic Documents Act (PIPEDA) has been a benchmark for businesses in managing personal information. However, for organizations operating in Quebec, the introduction of Law25 (originally Bill 64) has changed the game. Although there’s a foundation of compliance in most companies through PIPEDA, Law25 introduces more rigorous standards. Here’s a … Read more

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Language Packs

Expand the categories below to see which languages are included within each language pack.
Note: English capabilities are automatically included within the Enterprise pricing tier. 

French
Spanish
Portuguese

Arabic
Hebrew
Persian (Farsi)
Swahili

French
German
Italian
Portuguese
Russian
Spanish
Ukrainian
Belarusian
Bulgarian
Catalan
Croatian
Czech
Danish
Dutch
Estonian
Finnish
Greek
Hungarian
Icelandic
Latvian
Lithuanian
Luxembourgish
Polish
Romanian
Slovak
Slovenian
Swedish
Turkish

Hindi
Korean
Tagalog
Bengali
Burmese
Indonesian
Khmer
Japanese
Malay
Moldovan
Norwegian (Bokmål)
Punjabi
Tamil
Thai
Vietnamese
Mandarin (simplified)

Arabic
Belarusian
Bengali
Bulgarian
Burmese
Catalan
Croatian
Czech
Danish
Dutch
Estonian
Finnish
French
German
Greek
Hebrew
Hindi
Hungarian
Icelandic
Indonesian
Italian
Japanese
Khmer
Korean
Latvian
Lithuanian
Luxembourgish
Malay
Mandarin (simplified)
Moldovan
Norwegian (Bokmål)
Persian (Farsi)
Polish
Portuguese
Punjabi
Romanian
Russian
Slovak
Slovenian
Spanish
Swahili
Swedish
Tagalog
Tamil
Thai
Turkish
Ukrainian
Vietnamese

Rappel

Testé sur un ensemble de données composé de données conversationnelles désordonnées contenant des informations de santé sensibles. Téléchargez notre livre blanc pour plus de détails, ainsi que nos performances en termes d’exactitude et de score F1, ou contactez-nous pour obtenir une copie du code d’évaluation.

99.5%+ Accuracy

Number quoted is the number of PII words missed as a fraction of total number of words. Computed on a 268 thousand word internal test dataset, comprising data from over 50 different sources, including web scrapes, emails and ASR transcripts.

Please contact us for a copy of the code used to compute these metrics, try it yourself here, or download our whitepaper.