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Unsloth: Optimizing MoE Grouped GEMM for Enhanced Performance

by Zainul Abideen | May 31, 2025

Introduction to Unsloth Unsloth is an innovative open-source project designed to optimize the Mixture of Experts (MoE) architecture, specifically focusing on the Grouped General Matrix Multiplication (GEMM) implementation. This project aims to enhance the performance...

Building a Retrieval-Augmented GenAI Slackbot with LlamaIndex: A Comprehensive Guide

by Zainul Abideen | May 31, 2025

Introduction In today’s fast-paced digital environment, having a smart assistant in your workspace can significantly enhance productivity. This blog post will guide you through building a Retrieval-Augmented GenAI Slackbot using LlamaIndex. This bot listens to...

Unlocking the Power of LLaMA-Factory: A Comprehensive Guide to Custom Dataset Management

by Zainul Abideen | May 31, 2025

Introduction to LLaMA-Factory LLaMA-Factory is an innovative open-source project designed to streamline the management of custom datasets for AI applications. With a focus on flexibility and ease of use, this tool supports various dataset formats, making it an...

Unlocking the Power of PhiloAgents: A Comprehensive Guide to the Open-Source Course

by Zainul Abideen | May 31, 2025

Introduction to PhiloAgents The PhiloAgents API is a robust open-source course designed to empower developers and AI enthusiasts with the knowledge and tools to create intelligent agents. With a comprehensive codebase of 38,445 lines across 171 files, this project...

Unlocking the Power of Uncertainty Quantification for Language Models with UQLM

by Zainul Abideen | May 31, 2025

Introduction to UQLM In the rapidly evolving field of artificial intelligence, ensuring the reliability of Large Language Models (LLMs) is paramount. UQLM (Uncertainty Quantification for Language Models) is a powerful Python library designed to tackle the challenge of...
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