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Why do we need secure, sovereign generative AI?
In this article, find out how to create a fully secure sovereign generative AI, and why it's essential for every French company and institution!
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The Impact of LoRa on the Emergence of Clusters in Transformers
This article is an introduction to the paper written by Hugo Koubbi, Matthieu Boussard and Louis Hernandez, from Craft AI R&D Team.
GenAI: Discover the applications that will revolutionize your business
This article explores the revolution brought about by generative AI in various sectors, highlighting its role in personalization, automation and the democratization of access to artificial intelligence for all.
MoE: faster & more powerful, the new kings of LLMs!
In this article, we introduce a new form of LLM architecture: Mixture Of Experts. MoEs make LLMs more efficient and less expensive, but we'll also explain why they're not the best choice for every use case.
Mastering AI Deployment: Overcoming Data and MLOps Challenges
A low proportion of AI projects make it from pilot to production. Often, poor data and inefficient model operations are at the heart of these challenges. Here's how Kili Technology and Craft AI can help data science teams succeed.
ChatGPT: One Year On, Can We Talk About a Revolution?
Let's take stock of where AI stands from a scientific, business, political and societal point of view.
From RAGs to riches: How LLMs can be made more reliable for knowledge intensive tasks
In this article, we explain how RAGs make LLMs more reliable, efficient, trustworthy and flexible, by diving into the various components of its architecture.
Build a LLM powered semantic recommendation engine
Learn how to easily build a recommender system based on semantic similarity with LLMs and Vector Databases!
Beyond Correlation: The Power of Causal Inference
An introduction to Causal Inference, why it is needed in data science and how Machine Learning can help, with real-world applications and exciting research directions.
How to build a Drift Monitoring Pipeline!
Learn how to monitor the drift of your ML models and make sure that it never gets out of control!
Demystifying LLMs: A Dive into Generative Models
Exploring LLMs: Unveiling profound text generation via embeddings & attention, while navigating challenges in data use.
Craft AI Unveils New MLOps Platform
Discover the latest in MLOps with Craft AI. Elevate your data science workflows with enhanced observability, machine learning monitoring, and simplified usage.
Generative AI: Craft AI raises €5.5 million
Paris, July 18, 2023 - Craft AI receives 5.5 million euros in funding to accelerate the development of its generative AI specialized in dataset creation. This funding, in addition to the 9 million already raised, is made up of 1.5 million euros from Bpifrance's i-Démo call for projects, and 4 million euros contributed by the investment holding company Talis.