How to use LLMs locally with ollama and Python
Author(s): Andrea D’Agostino Originally published on Towards AI. This article will walk you through using ollama, a command line tool that allows you to download, explore and use Large Language Models (LLM) on your local PC, whether Windows, Mac or Linux, with …
GPUs + Kubernetes =? Decoding next-gen AI-enabling workloads
Author(s): Mélony Qin (aka cloudmelon) Originally published on Towards AI. Cloud-native technologies such as Kubernetes and serverless have been revolutionizing modern application design and deployment in recent years. Now, with AI's rising importance, Kubernetes and GPUs are becoming the backbone of some …
From Concept to Production with Observability in LLM Applications
Author(s): Hadi Javeed Originally published on Towards AI. Understanding observability in AI applications, particularly in Large Language Models (LLMs), is crucial. It’s all about tracking how your model performs over time, which is especially challenging with text generation outputs. Unlike categorical outputs, …
Mistral Large and GPT-4 Comparative Usage Test
Author(s): Meng Li Originally published on Towards AI. https://mistral.ai/news/mistral-large/ Recently, Mistral launched a new large model named Mistral Large. This model is ranked second globally, only behind the well-known GPT-4, and now you can easily access it via API. Mistral Large is …
Top 13 AI Call Center Software for 2024
Author(s): Towards AI Editorial Team Originally published on Towards AI. According to reports, 94% of customers consider customer service a factor in deciding brands and purchases. Managing customer support can be tedious, expensive, and hard to track as businesses scale. Companies …
LLM Quantization Techniques- GPTQ
Author(s): Rajesh K Originally published on Towards AI. Recent advances in neural network technology have dramatically increased the scale of the model, resulting in greater sophistication and intelligence. Large Language Models (LLMs) have received high praise for their expertise in understanding code …
How to brief your company’s Board About Generative AI With Visuals?
Author(s): Sathesh Sriskandarajah Originally published on Towards AI. Photo by Hunters Race on Unsplash It was the middle of 2023, and I received a LinkedIn message from the CEO of an organization. He had read one of my previous publications in artificial …
AI Engineers: Your Definitive Career Roadmap
Author(s): Jennifer Wales Originally published on Towards AI. AI Engineers: Your Definitive Career Roadmap Become a professional certified AI engineer by enrolling in the best AI ML Engineer certifications that help you earn skills to get the highest-paying job. As one of …
Learn AI Together — Towards AI Community Newsletter #12
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, fellow AI enthusiasts! This week’s podcast episode is extremely useful if you are a student or want to switch to the AI space. Avery has tremendous expertise in education and …
How is AI Transforming Money Making? Explore the 4 Directions
Author(s): UPDF Originally published on Towards AI. Large language models have emerged as transformative tools with extraordinary capabilities. Nowadays, you can barely see a field where AI hasn’t found its application. From content creation and customer service to data analysis and software …
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