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The latest in Generative AI

Stay up-to-date with the latest industry news as our teams shares insights and trends from the world of Generative AI.

Best Open Source LLMs of 2024

Published
Author
Stephen M. Walker II
Co-Founder / CEO

Open source LLMs like Gemma 2, Llama 3.1, and Command R+ are bringing advanced AI capabilities into the public domain. This guide explores the best open source LLMs and variants for capabilities like chat, reasoning, and coding while outlining options to test models online or run them locally and in production.

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Evaluating 2024 Frontier Model Capabilities Pt.01

Published
Author
Stephen M. Walker II
Co-Founder / CEO

In this article, we'll dive into the current state of frontier models, exploring their capabilities, limitations, and the gap between benchmarks and real-world performance. We'll introduce QUAKE, a new benchmark designed to evaluate LLMs on practical knowledge worker tasks, and share our findings on model performance across various domains.

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Optimizing LLM Apps

Published
Author
Stephen M. Walker II
(Co-Founder / CEO)

This comprehensive guide provides developers, product managers, and AI Teams with a structured framework for optimizing large language model (LLM) applications to achieve reliable performance. It explores techniques like prompt engineering, retrieval-augmented generation, and fine-tuning to establish strong baselines, fill knowledge gaps, and boost consistency. The goal is to systematically evaluate and improve LLM apps to deliver delightful generative experiences.

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Analyzing Retool's State of AI 2023 Report

Published
Author
Stephen M. Walker II
(Co-Founder / CEO)

In this post, we dive into Retool's State of AI 2023 report, analyzing key findings from a survey of over 1,500 tech professionals. We explore current AI usage, tooling preferences, and future outlooks, providing insights into how generative AI tools are being leveraged today and the evolving expectations.

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Startup Guide to Azure OpenAI

Published
Author
Stephen M. Walker II
Co-Founder / CEO

As Azure OpenAI continues gaining traction for its speed and startup credits, understanding the key differences from the public OpenAI API is key.

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AI Safety in 2023: analysts claim issues up 700% in 2023

Published
Author
Stephen M. Walker II
Co-Founder / CEO

In 2023, Generative AI models like ChatGPT dominated headlines and sparked calls for regulation, while risks from physical AI systems like autonomous vehicles and deepfakes went largely overlooked.

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Why most Vector DBs will die – Pt.01

Published
Author
Stephen M. Walker II
(Co-Founder / CEO)

Startups need to work smart and efficient. This blog post explores the top AI tools we use daily that help streamline operations, create content, and automate tasks.

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OpenAI SDK: Fine-tune GPT-3.5 Turbo

Published
Author
Stephen M. Walker II (Co-Founder / CEO)
and Klu Editorial Team

Learn how to fine-tune OpenAI GPT-3.5 Turbo using your own data with steps for data preparation, training, evaluation, and deployment to create customized LLM deployments for your specific applications.

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Open Source LLMs: Exploring 5 Popular Models in August 2023

Published
Author
Stephen M. Walker II (Co-Founder / CEO)
and Klu Editorial Team

Discover the top 5 open-source large language models in 2023 that developers can leverage, including LLaMA, Vicuna, Falcon, MPT, and StableLM. Compare model details like architecture, data, metrics, customization, community support and more to determine the best fit for your NLP projects.

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