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A Comprehensive Guide to LLM Pretraining

This article delves into the crucial role of Large Language Model (LLM) pretraining in shaping modern AI capabilities, drawing heavily from Andrej Karapathy's "Deep Dive into LLMs like ChatGPT." We'll explore the process, from raw data acq

Mar 05, 2025 am 11:07 AM

Base LLM vs Instruction-Tuned LLM

Artificial intelligence's rapid advancement relies heavily on language models for both comprehending and generating human language. Base LLMs and Instruction-Tuned LLMs represent two distinct approaches to language processing. This article delves in

Mar 05, 2025 am 11:06 AM

Sam Altman Discloses GPT-5 Roadmap: Here's What to Expect!

Sam Altman's recent X post unveiled OpenAI's roadmap for GPT-4.5 and GPT-5, promising a simpler user experience and a future where GPT-5 acts as a powerful "computer assistant." This evolution, beginning with GPT-4.5 and culminating in GPT

Mar 05, 2025 am 11:05 AM

Agri Bot: A Multilingual AI Agent for Farmers Using LangChain

This AI-powered chatbot, AgriBot, provides multilingual agricultural information to farmers and enthusiasts. This article details its features, architecture, and code, highlighting its user-friendly design and advanced technology integration. The a

Mar 05, 2025 am 11:00 AM

GPT-4o and LangGraph Tutorial: Build a TNT-LLM Application

Microsoft's TNT-LLM: Revolutionizing Taxonomy Generation and Text Classification Microsoft has unveiled TNT-LLM, a groundbreaking system automating taxonomy creation and text classification, surpassing traditional methods in both speed and accuracy.

Mar 05, 2025 am 10:56 AM

RAG System for AI Reasoning with DeepSeek R1 Distilled Model

DeepSeek R1: A Revolutionary Open-Source Language Model DeepSeek, a Chinese AI startup, launched DeepSeek R1 in January 2025, a groundbreaking open-source language model challenging leading models like OpenAI's o1. Its unique blend of Mixture-of-Exp

Mar 05, 2025 am 10:47 AM

Can o3-mini Replace DeepSeek-R1 for Logical Reasoning?

AI-powered reasoning models are taking the world by storm in 2025! With the launch of DeepSeek-R1 and o3-mini, we have seen unprecedented levels of logical reasoning capabilities in AI chatbots. In this article, we will access th

Mar 05, 2025 am 10:42 AM

Building a Multi-Agent AI System for Financial Market Analysis

Leveraging AI for Enhanced Financial Investment Decisions The integration of AI in finance is revolutionizing investment strategies. This article details the creation of a hierarchical multi-agent AI system using LangGraph Supervisor to analyze fina

Mar 05, 2025 am 10:39 AM

Chain-of-Thought Prompting: Step-by-Step Reasoning with LLMs

Large Language Models (LLMs) generate text using a technique called autoregression, which involves predicting the most likely next word in a sequence based on the previous words. LLM-powered agents such as ChatGPT are also fine-tuned to follow the us

Mar 05, 2025 am 10:37 AM

Cohere Command R : A Complete Step-by-Step Tutorial

This tutorial explores Cohere Command R , a cutting-edge large language model (LLM), demonstrating its use online, locally, and via the Cohere Python API. We'll build an AI agent utilizing LangChain and Tavily to accomplish multi-step tasks. For tho

Mar 05, 2025 am 10:31 AM

Tiktoken Tutorial: OpenAI's Python Library for Tokenizing Text

Word participle is a basic step in dealing with natural language processing (NLP) tasks. It involves breaking text into smaller units, called markers, which can be words, subwords, or characters. Efficient word segmentation is critical to the performance of language models, making it an important step in a variety of NLP tasks such as text generation, translation, and abstraction. Tiktoken is a fast and efficient thesaurus developed by OpenAI. It provides a powerful solution for converting text into tags and vice versa. Its speed and efficiency make it an excellent choice for developers and data scientists who work with large data sets and complex models. This guide is designed for developers, data scientists, and any program to use Tikto

Mar 05, 2025 am 10:30 AM