Feb 3 · 4 min read · In Part 1 of this series, I got NVIDIA AI Workbench to accept a custom PyTorch base image on DGX Spark. Got the container validated, the GPU was visible, and CUDA worked. 🔗 Click here to read part 1 of this series By most checklists, the environm...
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Oct 20, 2025 · 3 min read · “From prompting models to owning them.” Once you understand Prompt Engineering, Embeddings, and RAG, the next leap is fine-tuning — making a model yours, domain-specific, optimized, and efficient. 🧠 1. Why Fine-Tuning? Recall line: “Prompting tell...
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Jul 27, 2025 · 4 min read · Ever dreamed of having your own personalized AI assistant? One that understands your specific domain, speaks your language, and adapts to your unique needs? What if I told you that you could create one using nothing but free tools and a few hours of ...
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Jun 11, 2025 · 2 min read · There was a time when today’s big names like Nvidia’s GeForce series/AMD Radeon series were terms unheard of by the general public. They were names only relevant to the audience in the video game industry; pure gaming geeks who’d be knowledgeable abo...
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Jun 2, 2025 · 4 min read · Gradient Descent Weekly — Issue #23 You’ve got a task.Maybe it’s answering questions from documents.Or generating domain-specific responses.Or automating support. You’re hearing two things: “Just fine-tune the model!” “No, use Retrieval-Augmented...
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May 27, 2025 · 11 min read · The landscape of large language model fine-tuning has undergone a quiet but profound transformation over the past two years. What once required massive computational resources, specialized infrastructure, and substantial financial investment has evol...
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May 2, 2025 · 3 min read · As we know that Artificial Intelligence (AI) is changing the way we use technology, with AI Agents and Fine-Tuning in Generative AI (GenAI) being important concepts in this field. This blog will break them down in simple words with real-life examples...
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Apr 22, 2025 · 3 min read · Author’s Note: If you're curious about how AI like ChatGPT learns new things (without starting from scratch every time), this blog is for you. No fancy jargon—just a chill breakdown of fine-tuning, with diagrams, a step-by-step guide, and even a bit ...
Join discussionApr 20, 2025 · 2 min read · 1. What is Fine-Tuning? Fine-tuning in Generative AI is the process of taking a pre-trained model (like GPT, Gemma, Stable Diffusion, etc.) and training it further on a specific dataset to make it perform better on a specialized task or generate more...
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Feb 21, 2025 · 17 min read · Note: This article was done as part of a project at Superteams.ai and was first published on Medium. Plant classification is important in various industries, including agriculture, environmental monitoring, and research. Traditionally, plant identifi...
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