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Apple's DCLM-7B: Setup, Example Usage, Fine-Tuning

Apple's open-source contribution to the large language model (LLM) field, DCLM-7B, marks a significant step towards democratizing AI. This 7-billion parameter model, released under the Apple Sample Code License, offers researchers and developers a p

Mar 04, 2025 am 09:30 AM

Fine-Tuning SAM 2 on a Custom Dataset: Tutorial

Meta's Segment Anything Model 2 (SAM 2) is the latest innovation in segmentation technology. It is Meta’s first unified model that can segment objects in both images and videos in real time. But why fine-tune SAM 2 if it can already segment anything?

Mar 04, 2025 am 09:26 AM

Corrective RAG (CRAG) Implementation With LangGraph

Retrieval-augmented generation (RAG) improves large language models by fetching relevant documents from an external source to support text generation. However, RAG isn’t perfect—it can still produce misleading content if the retrieved documents aren'

Mar 04, 2025 am 09:25 AM

GRPO Fine-Tuning on DeepSeek-7B with Unsloth

DeepSeek has taken the world of natural language processing by storm. With its impressive scale and performance, this cutting-edge model excels in tasks like question answering and text summarization. Its ability to handle nuance

Mar 04, 2025 am 09:23 AM

PyTorch's torchchat Tutorial: Local Setup With Python

Torchchat: Bringing Large Language Model Inference to Your Local Machine Large language models (LLMs) are transforming technology, yet deploying them on personal devices has been challenging due to hardware limitations. PyTorch's new Torchchat frame

Mar 04, 2025 am 09:21 AM

Generate Realistic Videos with NVIDIA COSMOS 1.0 Diffusion

NVIDIA Cosmos: Revolutionizing Robotics Training with AI-Generated Videos NVIDIA's Cosmos platform is transforming robotics training through the power of World Foundation Models (WFMs). By generating physically realistic videos of simulated environm

Mar 04, 2025 am 09:19 AM

How to Choose the Best Open Table Format for AI/ML Workloads?

This guide helps AI/ML professionals choose the right open table format (Apache Iceberg, Delta Lake, or Apache Hudi) for their workloads. It outlines the key advantages of these formats over traditional data lakes, focusing on performance, scalabili

Mar 04, 2025 am 09:18 AM

A Deep Dive into LLM Optimization: From Policy Gradient to GRPO

Reinforcement learning (RL) has revolutionized robotics, AI game playing (AlphaGo, OpenAI Five), and control systems. Its power lies in maximizing long-term rewards to optimize decision-making, particularly in sequential reasoning tasks. Initially,

Mar 04, 2025 am 09:17 AM

Cursor AI: A Guide With 10 Practical Examples

Cursor AI: An AI-Powered Code Editor Revolutionizing Software Development Switching between code editors and AI chat interfaces for code assistance is cumbersome. AI-powered code editors, like Cursor AI, integrate AI directly into the coding environ

Mar 04, 2025 am 09:16 AM

OpenAI's SWE-Lancer Benchmark

The establishment of benchmarks that faithfully replicate real-world tasks is essential in the rapidly developing field of artificial intelligence, especially in the software engineering domain. Samuel Miserendino and associates

Mar 04, 2025 am 09:15 AM

OpenAI o1-preview Tutorial: Building a Machine Learning Project

In this tutorial, we will create a water quality classifier application from scratch and deploy it to the cloud using Docker. We will start by exploring the OpenAI o1 model and understanding its functionality. We will then access the model via API a

Mar 04, 2025 am 09:13 AM

Figure's Helix: AI that Brings Human-Like Robots to your Home - Analytics Vidhya

Figure AI unveils Helix: a revolutionary humanoid robot powered by a Vision-Language-Action (VLA) framework. This innovative approach allows Helix to reason and operate with unprecedented human-like capabilities, bridging the gap between controlled

Mar 04, 2025 am 09:09 AM

RankGPT as a Re-Ranking Agent for RAG (Tutorial)

Retrieval augmented generation (RAG) is a technique that makes large language models (LLMs) smarter and more accurate by allowing them to use outside information when generating text. The big challenge, however, is picking the right documents or pass

Mar 04, 2025 am 09:05 AM

Flux AI Image Generator: A Guide With Examples

Black Forest Labs' Flux: A Deep Dive into Cutting-Edge Text-to-Image Generation Black Forest Labs has made significant strides in generative AI with its Flux suite of models. These models are leaders in text-to-image synthesis, renowned for their su

Mar 04, 2025 am 09:02 AM

What is Model Context Protocol (MCP)?

The Model Context Protocol (MCP): A Universal Connector for AI and Data We're all familiar with AI's role in daily coding. Replit, GitHub Copilot, Black Box AI, and Cursor IDE are just a few examples of how AI streamlines our workflows. But imagine

Mar 03, 2025 pm 07:09 PM