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Maixtchup: Make Your Own Mixture of Experts with Mergekit

Data ScienceJanuary 30, 2024204Views 0Likes 0Comments

The rise of the MoEs Image by the author — Generated with DALL-ESince the release of Mixtral-8x7B by Mistral AI, there has been a renewed interest in the mixture of expert (MoE) models. This architecture exploits expert sub-networks among which only some of them are selected and activated by a router network during inference. MoEs…

Credit Card Reconciliation in QuickBooks Online

NanonetsJanuary 29, 2024204Views 0Likes 0Comments

QuickBooks is one of the most widely used apps for bookkeeping, and it offers a convenient way to reconcile credit cards without needing external tools. In this article, we guide you through the credit card reconciliation process in QuickBooks, addressing common issues and providing useful tips to streamline the procedure. In the top help…

Natural Language Processing: Bridging Human Communication with AI

Data AnalyticsJanuary 29, 2024198Views 0Likes 0Comments

Photo by ROMAN ODINTSOV Imagine a world where machines are able to understand what you say and how you feel; where you can talk to a computer, and it’ll respond; and where technology can sift through the text and summarize it for you. Wait a minute. You don’t have to imagine anything — it’s…

Jump-start Your RAG Pipelines with Advanced Retrieval LlamaPacks and Benchmark with Lighthouz AI | by Wenqi Glantz | Jan, 2024

Data ScienceJanuary 29, 2024207Views 0Likes 0Comments

Exploring robust RAG development with LlamaPacks, Lighthouz AI, and Llama Guard Image generated by DALL-E 3 by the authorSince the launch in late November 2023, LlamaPacks has curated over 50 packs to help jump-start your RAG pipeline development. Among these, many advanced retrieval packs emerged. In this article, let’s dive into seven advanced retrieval packs;…

Bank Statement Reconciliation in QuickBooks Online

NanonetsJanuary 29, 2024191Views 0Likes 0Comments

Learning to reconcile with QuickBooks Online is a starting step for using QuickBooks to manage books. QuickBooks is a handy tool to help you reconcile your accounts without using any external tools. In this article, we walk through the reconciliation process in QuickBooks, address common issues, and provide useful tips. Search for “Reconcile” in…

Cypher Generation: The Good, The Bad and The Messy | by Silvia Onofrei | Jan, 2024

Data ScienceJanuary 29, 2024199Views 0Likes 0Comments

Methods for creating fine-tuning datasets for text-to-Cypher generation. Created with ChatGPT-DALLECypher is Neo4j’s graph query language. It was inspired and bears similarities with SQL, enabling data retrieval from knowledge graphs. Given the rise of generative AI and the widespread availability of large language models (LLMs), it is natural to ask which LLMs are capable of…

Google AI Research Proposes SpatialVLM: A Data Synthesis and Pre-Training Mechanism to Enhance Vision-Language Model VLM Spatial Reasoning Capabilities

AI NewsJanuary 28, 2024197Views 0Likes 0Comments

Vision-language models (VLMs) are increasingly prevalent, offering substantial advancements in AI-driven tasks. However, one of the most significant limitations of these advanced models, including prominent ones like GPT-4V, is their constrained spatial reasoning capabilities. Spatial reasoning involves understanding objects’ positions in three-dimensional space and their spatial relationships with one another. This limitation is particularly pronounced…

How I’d Learn Machine Learning (If I Could Start Over) | by Egor Howell | Jan, 2024

Data ScienceJanuary 28, 2024204Views 0Likes 0Comments

Machine learning revolves around algorithms, which are essentially a series of mathematical operations. These algorithms can be implemented through various methods and in numerous programming languages, yet their underlying mathematical principles are the same. A frequent argument is that you don’t need to know maths for machine learning because most modern-day libraries and packages abstract…

AI Prompt Engineers are Making $300k/y

Data AnalyticsJanuary 28, 2024215Views 0Likes 0Comments

Image by Author $300k/year. That’s probably the first thing you saw and you’re probably thinking ‘Huh, how?.’ I asked myself the exact same thing. But I am not surprised. With the way Generative AI was going in the year 2023, this was bound to be the next hot career that everybody wanted a…

How to Find the Best Multilingual Embedding Model for Your RAG | by Iulia Brezeanu | Jan, 2024

Data ScienceJanuary 28, 2024277Views 0Likes 0Comments

Optimize the Embedding Space for Improving RAG Image by author. AI generated.Embeddings are vector representations that capture the semantic meaning of words or sentences. Besides having quality data, choosing a good embedding model is the most important and underrated step for optimizing your RAG application. Multilingual models are especially challenging as most are pre-trained on…