Seifeur Guizeni – AI/ML Engineer & SEO Consultant
Welcome to my indie blog, where I, Seifeur Guizeni, an AI/ML Engineer & SEO Consultant, share my invaluable experience, cutting-edge courses, and exhilarating projects. Join me on this incredible journey as we delve into the world of artificial intelligence, machine learning, and search engine optimization. Discover practical insights, step-by-step tutorials, and thought-provoking articles that will empower you to unlock the full potential of these revolutionary technologies.
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Alpaca LLM: Stanford’s Open-Source Model Boosts AI Research and Instruction Capabilities
What is Alpaca LLM? Alpaca is an instruction-following large language model fine-tuned from Meta’s LLaMA 7B model using 52,000 instruction-response pairs generated by OpenAI’s text-davinci-003. It offers comparable behavior to text-davinci-003 while being smaller, lower cost, and accessible for academic research. Background and Motivation Instruction-following models like GPT-3.5 and ChatGPT serve millions but face issues…
Top Open-Source LLMs for Coding in 2025 and Their Use Cases
Best Open-Source LLM for Coding The best open-source large language models (LLMs) for coding combine advanced programming capabilities, flexible deployment, and community-driven improvements. Selecting the top model depends on specific coding needs, such as code generation, debugging, or integration with developer tools. Key Features of Open-Source Coding LLMs Advantages and Challenges AdvantagesDisadvantagesComplete control over model…
Claude 3 Sonnet Versus GPT-3.5: Performance, Features, and Use-Case Comparison
Claude 3.5 Sonnet and GPT-3.5 (GPT-4o) are prominent AI language models with differing strengths. Claude 3.5 Sonnet excels in advanced reasoning and coding, while GPT-4o leads in multimodal capabilities and response speed. Claude 3.5 Sonnet, released by Anthropic in June 2024, is the third generation in the Claude AI family, known for high accuracy, safety,…
Top Local LLMs for Coding: Models, Use Cases, Performance, and Tools
The Best Local LLM for Coding The best local large language models (LLMs) for coding provide privacy, offline access, customization, and cost savings while delivering strong code generation and debugging capabilities. Developers benefit from local LLMs by maintaining control over data and working without internet dependency. Various cutting-edge models and tools enable running these LLMs…
OpenAI o3-mini High Limits Offer Enhanced Performance and Developer Access
OpenAI's o3-mini-high offers enhanced usage limits, providing ChatGPT Plus users with up to 50 messages per day—seven times higher than previous limits—alongside faster, more accurate reasoning capabilities optimized for STEM tasks. This model marks a significant leap in cost-efficiency, performance, and accessibility compared to its predecessors. Launched in December 2024, the OpenAI o3-mini is a…
Model Context Protocol (MCP): The Future of AI Integration explained
MCP explained Ever feel like Large Language Models (LLMs) and external tools are speaking different languages? It's a bit like trying to get your dog to understand astrophysics, right? Well, fret no more! Enter the Model Context Protocol (MCP). Think of MCP as a universal translator for the AI world. It's the cool new protocol…
What Can ChatGPT 4.5 Do? Key Features, Use Cases, Limitations, and Costs Explained
What in the World Does ChatGPT 4.5 Actually DO? (It's Not Just Talking!) Alright folks, gather 'round and let's talk about the elephant in the digital room, the AI sensation that's got everyone from your grandma to Elon Musk buzzing: ChatGPT! And specifically, let's dive deep into the juicy details of its latest iteration, the…
ChatGPT as Your Creative Tool for Bringing Studio Ghibli Art to Life
Yes, Absolutely! ChatGPT is Your New Magical Art Genie for Studio Ghibli Dreams! Ever dreamed of stepping into the whimsical world of Studio Ghibli? You know, those movies that make you feel all warm and fuzzy inside, like you’ve just been hugged by Totoro himself? Well, guess what? Your dream is now, like, totally achievable…
AI Development Costs Rise with Computing Power and Model Complexity
Costs of AI Stats: Understanding the Financial Impact of AI Development — The costs of AI development and implementation are rapidly increasing, driven by soaring computing expenses and complex infrastructure needs. This growing financial burden is reshaping how companies approach AI innovation and scaling. Understanding these costs is vital for organizations planning to invest in…
Gemma 3: Understanding Google’s Open Source AI Model and Its Place in the AI Landscape
Decoding Gemma 3: Google's Open Source AI Model - Is It Really a Gem? Artificial Intelligence expands rapidly. Google enters the open-source world with Gemma. But what is Gemma? Is it just another AI model? Or does it provide something special? Let's explore Gemma, Google's latest AI, and see if it lives up to its…