Subject archive for "generative-ai," page 3
Set Yourself Up for Generative AI Success with the Top “Low Hanging” Use Cases
For most companies, Generative AI (GenAI) is no longer a question of if but how. Companies now face a critical decision that may determine whether their GenAI endeavors thrive or peter out in disillusionment.
By Kjell Carlsson4 min read
Generative AI Must Be Responsible AI. What You Need to Know.
Companies diving head-first into Generative AI must consider the risks it brings. Domino’s guide shows you how to harness GenAI responsibly. Download now!
By Yuval Zukerman3 min read
Taming Model Sprawl with Domino Model Registry
At Rev4, Domino recently announced the launch of Domino Model Sentry, a tightly integrated set of capabilities for building and operating AI responsibly at scale. With Domino Model Sentry, organizations can closely and continuously manage all aspects of AI throughout the entire lifecycle. This article will focus specifically on a core capability of Domino Model Sentry, Model Registry.
By Tim Law7 min read
Crossing the Frontier: LLM Inference on Domino
Generative AI transforms industries, but LLM deployment is tough. See how Domino simplifies LLM hosting & inference.
By Subir Mansukhani10 min read
Breaking Generative AI Barriers with Efficient Fine-Tuning Techniques
This blog post explores the challenges of fine-tuning large language models (LLMs) and introduces resource-optimized and parameter-efficient techniques such as quantization, LoRA, and Zero Redundancy Optimization (ZeRO). By fine-tuning Falcon-7b, Falcon-40b, and GPTJ-6b, we demonstrate how these techniques offer improved performance, cost-effectiveness, and resource optimization in LLM fine-tuning. The blog post also discusses the future of fine-tuning and its potential for unlocking new possibilities in enterprise AI applications.
By Subir Mansukhani9 min read
Llama 2: Leveling the Playing Field for LLM-Based AI Applications in the Enterprise
Meta's release of Llama 2 is a pivotal moment for businesses seeking to harness generative AI.
By Josh Poduska8 min read
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