Latest Posts

GPU System Requirements Guide for Gemma 3 Multimodal

By Ryan A. on Mar 13, 2025

Learn the recommended GPU specifications for running Google DeepMind's latest Gemma 3 models efficiently, including VRAM requirements for text and image-to-text tasks.

How to Generate Videos Using Wan2.1 Text-to-Video on Ubuntu

By Ryan A. on Mar 12, 2025

Learn how to generate videos using Wan2.1, an advanced open-source video generation model. This guide walks you through installation, setup, and running text-to-video generation on consumer and high-end GPUs.

How to Install and Run QwQ-32B

By Ryan A. on Mar 6, 2025

QwQ-32B is a 32-billion-parameter reasoning model optimized with reinforcement learning, rivaling larger models like DeepSeek-R1. This guide covers installation and running methods, including Hugging Face and an easier alternative using Ollama.

NVIDIA vs MacOS Metal GPU: Performance Benchmark for AI/ML

By Wei Ming T. on Mar 5, 2025

Comparing NVIDIA GPUs with Apple's macOS Metal GPUs for machine learning workloads. Performance tests include a deep learning rig, MacBook M3 Pro, MacBook Air M1, and Google Colab's free tier.

How to Run PyTorch on a MacOS GPU with Metal

By Wei Ming T. on Mar 5, 2025

Learn how to run PyTorch on a Mac's GPU using Apple’s Metal backend for accelerated deep learning. This guide covers installation, device selection, and running computations on MPS.

How to Use the Claude 3.7 Sonnet API: Developer Guide

By Jacob M. on Feb 25, 2025

Learn how to integrate and use the Claude 3.7 API, Anthropic’s latest hybrid reasoning AI model. This guide covers authentication, making API requests with cURL, Python, and JavaScript, and key features like extended reasoning and Claude Code.

Is TensorFlow Still Relevant in 2025?

By Wei Ming T. on Feb 23, 2025

As PyTorch continues to gain traction, is TensorFlow still worth learning in 2025? A deep dive into their strengths, industry adoption, and what matters for building a machine learning career.

How to Scale RAG for Millions of Documents for Your LLM

By Sam G. on Feb 11, 2025

Essential strategies to efficiently scale RAG (Retrieval-Augmented Generation) for millions of documents, including vector database selection, indexing methods, reranking approaches, and optimized data ingestion pipelines.

DeepSeek System Requirements Guide For Mac OS (V3, R1, All Variants)

By Hannah F. on Feb 8, 2025

Complete guide to system requirements for running DeepSeek models on Mac, including both full and quantized models. We provide detailed recommendations on compatible Apple Silicon devices like MacBook Pro, Mac Studio, and iMac.

Top 5 Best LLMs for Coding in 2025

By Wei Ming T. on Feb 7, 2025

Top LLMs for coding in 2025, ranked based on accuracy, integration, cost, and speed. Learn which AI tools work best and why Claude 3.5 Sonnet and OpenAI's models stand out.

AutoML Platform

Beta
  • Early access to high-performance cloud ML infrastructure
  • Train models faster with scalable distributed computing
  • Shape the future of cloud-powered no-code ML
Learn More
;