Fine-Tuning LLM/SLMWhy Fine-Tuning is required? Even a very capable pretrained model (LLM or SLM) is general-purpose. It has broad linguistic and reasoning ability, but lacks precision for a given domain, style or task. ChatGPT, Llama, ClaudeAI are all general purpose ...Oct 30, 2025 · 4 min readtechtalvi.hashnode.dev
Run LLM locally with OllamaSo far we have been interacting with Large Language Models (LLM) using API calls, on browsers - like ChatGPT, Claude, Perplexity, and lot many. I will walk you through steps to run LLM models on our local laptop/desptop using IDE and Ollama. What is ...Jul 25, 2025 · 2 min readtechtalvi.hashnode.dev
Sentiment Analysis using AWS ComprehendSentiment analysis is the process of determining the emotional tone behind a piece of text, classifying it as positive, negative, or neutral. It's important because it helps businesses understand customer opinions, feedback, and sentiments at scale, ...Jan 20, 2025 · 3 min readtechtalvi.hashnode.dev
Prepare for AWS Certified AI Practitioner Certification (AIF-C01) for FREEArtificial Intelligence (AI), Machine Learning (ML), and Generative AI (GenAI) are buzzwords dominating the tech industry today. While these technologies promise groundbreaking advancements, the key to truly leveraging their potential lies in underst...Jan 17, 2025 · 4 min readtechtalvi.hashnode.dev
Machine Learning Model FitIn our previous post we briefed about the Machine Learning development lifecycle and touched upon ML models performance evaluation. In continuation to that, we will see how and why model fit is important aspect of model evaluation. If you recall, we ...Dec 29, 2024 · 3 min readtechtalvi.hashnode.dev
