How to Fine-Tune Llama 3.1 with Unsloth Twice as Fast and Using 70% Less GPU Memory
Discover how to supercharge your Llama 3.1 model training with Unsloth—cutting training time in half while using 70% less GPU memory.
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Shelpuk
Sergii Shelpuk
- 6 min
Low-Rank Adaptation (LoRA) for Efficient Fine-Tuning of Large Language Models
How Low-Rank Adaptation (LoRA) speeds up and costs down fine-tuning large language models like Llama-2, Llama-3, and Mistral.
Sergii Shelpuk
- 10 min
LLM Practitioner's Guide: Gemma, a Game-Changing Multilingual LLM
At a glance, Gemma might seem like just another model, but make no mistake, it marks the arrival of the first truly multilingual chat LLM.
Sergii Shelpuk
- 18 min
LLM Practitioner's Guide: How Multilingual Falcon, Mistral, Smaug, and other LLMs Are?
So, you want to fine-tune a large language model for your own language. What model should you use? The world of open-access LLMs is...
Sergii Shelpuk
- 14 min
LLM Practitioner's Guide: Llama-2 Prompt Structure
Llama-2, a family of open-access large language models released by Meta in July 2023, became a model of choice for many who cared about...
Sergii Shelpuk
- 7 min
LLM Practitioner's Guide: How Multilingual Llama-2 Actually Is?
In July 2023, Meta released Llama-2, a set of open-access large language models that quickly became a favorite for those concerned about...
Sergii Shelpuk
- 2 min
Shelpuk AI Technology Consulting Honored as a Clutch Champion and a Clutch Global for 2023
We are proud to announce that Shelpuk AI Technology Consulting has been named a 2023 Clutch Global and Clutch Champion winner! As a...
Sergii Shelpuk
- 6 min
The Tango Takes Two: Building Synergy Between AI and Product Management
Leveraging AI can significantly enhance your business by establishing a protective moat around it, making it resistant to competitive...
Sergii Shelpuk
- 7 min
Competent Management: a Surprising Source of Competitive Advantage
A cornerstone to enduring competitive edge resides in the transmutation of an asset that is hard for competitors to acquire into a...
Sergii Shelpuk
- 11 min
Can ChatGPT build a competitive advantage for your company, and if so, how?
Can ChatGPT or other LLMs build a competitive advantage for your company? Learn how.
Sergii Shelpuk
- 7 min
All You Need Is a Network Effect: How Great Tech and AI Products Compete
Great tech companies compete by leveraging network effects with platforms, social networks, marketplaces and AI products.
Sergii Shelpuk
- 6 min
AI Strategies That Offer a Sustainable Competitive Advantage: Principles You Should Follow
Learn how to create a sustainable competitive advantage with AI technology. Discover six principles that ensure your AI product success.
Sergii Shelpuk
- 3 min
Building a Sustainable AI Competitive Advantage: Four AI Designs That Don't Work
Are you seeking a competitive edge in today's rapidly-evolving business landscape? Consider the AI network effect, a game-changing...
Sergii Shelpuk
- 6 min
What is your AI business use case? How AI can help and harm your strategic positioning
In 2020, O’Reilly published a book summarizing the surveys about adopting artificial intelligence in enterprises and listed some of the...
Sergii Shelpuk
- 7 min
Planning for a new AI initiative? Start with the right AI development culture
So, you have committed to building an AI company, designed your own competitive advantage, and created a good AI and product strategy....
Sergii Shelpuk
- 5 min
Lacking data for machine learning models? Build for the future data
The lack of data and data quality issues were among the top 3 CEO concerns for AI and machine learning adoption for at least seven years,...
Sergii Shelpuk
- 4 min
Why do you need an AI strategy? AI as a competitive advantage
In 2011, two Stanford students, Jorge Heraud and Lee Redden, decided to build an AI weed-killing machine and launched a company called...
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