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Reducing the cost of LLMs with quantization and efficient fine-tuning: how can businesses benefit from Generative AI with limited hardware?

 Reducing the cost of LLMs with quantization and efficient fine-tuning: how can businesses benefit from Generative AI with limited hardware?

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Reducing the cost of LLMs with quantization and efficient fine-tuning: how can businesses benefit from Generative AI with limited hardware?

Discover how AI can redefine your company with the recent trend of Generative AI democratization. Recent advancements in new model quantization and parameter-efficient fine-tuning techniques have made it possible to run or fine-tune LLMs on personal computers or edge devices, reducing hardware requirements and associated costs.

Discover how AI can redefine your way of work:

  • Identify Automation Opportunities: Locate key customer interaction points that can benefit from AI.
  • Define KPIs: Ensure your AI endeavors have measurable impacts on business outcomes.
  • Select an AI Solution: Choose tools that align with your needs and provide customization.
  • Implement Gradually: Start with a pilot, gather data, and expand AI usage judiciously.

For AI KPI management advice, connect with us at hello@itinai.com. And for continuous insights into leveraging AI, stay tuned on our Telegram channel or Twitter.

Spotlight on a Practical AI Solution:

Consider the AI Sales Bot from itinai.com/aisalesbot designed to automate customer engagement 24/7 and manage interactions across all customer journey stages.

Discover how AI can redefine your sales processes and customer engagement. Explore solutions at itinai.com.

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Vladimir Dyachkov, Ph.D
Editor-in-Chief itinai.com

I believe that AI is only as powerful as the human insight guiding it.

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