Subject archive for "llm"
Full LLM power and 60% cheaper: Model Cascade with Mixture of Thought on Domino
What if I told you that you could save 60% or more off of the cost of your LLM API spending without compromising on accuracy? Surprisingly, now you can.
By Subir Manuskhani and Yuval Zukerman 7 min read
Accelerate AI with AI Hub
AI Hub is a repository of curated, templated projects from Domino and its AI ecosystem partners.
By Yuval Zukerman7 min read
Bridging MLOps and LLMOps: Ray Summit Talk
Explore the Generative AI enterprise integration challenges, the nuances of LLMOps, and how Domino's platform aids in responsible AI deployment.
2 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
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