#training acceleration
486 related articles
·3 min
NVIDIA ACE SDK: On-Device AI Inference for Intelligent Game NPC Companions
Deep dive into NVIDIA ACE Game Agent SDK's integration with Unreal Engine 5, exploring how on-device AI inference enables low-latency, privacy-safe intelligent NPC dialogue and behavior.
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·3 min
Making LLMs Faster and Lighter: A Practical Approach to Reshaping Sparsity for GPUs
Deep dive into Sakana AI and NVIDIA's latest research using TwELL sparse packing format and custom CUDA kernels to convert LLM sparsity into real GPU speedups, achieving 20%+ faster inference/training and significantly lower memory usage.
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·3 min
DAQIRI Platform Explained: Deep Integration of High-Speed Data Acquisition and Real-Time AI Inference
Deep dive into how the DAQIRI platform embeds NVIDIA GPU-accelerated computing into high-speed data acquisition pipelines, enabling real-time AI inference for industrial inspection, scientific experiments, and autonomous driving.
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·3 min
Codex Hands-On from Scratch: Building a Full-Stack World Cup App Without Writing Code
Learn how to build a full-stack World Cup app with OpenAI Codex without writing code, covering multi-session concurrency, MCP voice synthesis, Skill encapsulation, and scheduled task automation.
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·3 min
The Complete Skill Map for AI Application Engineers: A Progressive Roadmap from Fundamentals to Production
A systematic breakdown of the complete skill structure for AI application engineers, covering Python & deep learning fundamentals, small model engineering, LLM fine-tuning, Agent development, and enterprise projects.
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·2 min
Codex vs Claude Code vs Cursor: In-Depth Comparison and Selection Guide for AI Coding Tools
In-depth comparison of Codex, Claude Code, and Cursor across pricing, stability, and strengths to help frontend and backend developers find their ideal AI coding assistant.
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·3 min
Tutorial: Connecting Codex to Third-Party API Proxies for Low-Cost GPT-5.5 Access
Step-by-step tutorial on connecting GPT-5.5 to Codex via API proxy using CC Switch plugin. Complete setup in minutes with Fast mode and cost optimization tips.
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·2 min
UK Pilots AI Planning Approval System: Processing Time Expected to Be Cut by 50%
The UK government pilots an AI planning approval system with DSIT, MHCLG, and i.AI, aiming to cut housing planning processing time by 50% through automated document review and intelligent triage.
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·3 min
Andrew Ng and Anthropic's Definitive Claude Code Tutorial: A Deep Dive
Andrew Ng and Anthropic launch a Claude Code course covering context management, parallel sessions, MCP server integration, and hands-on projects in RAG, data analysis, and Figma-to-code conversion.
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·3 min
GML 5.2 Multimodal Upgrade Hands-On: Full Validation with DeepSeek V4
Hands-on testing of GML 5.2 and DeepSeek V4 multimodal upgrades on OneBlockBase, covering vision-text workflows, safety mechanisms, and deployment tips.
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·3 min
ThundeRobot Hunter Blade S 2026 Review: i9-13900HX + RTX 5060 Configuration Analysis & Buying Guide
In-depth review of the ThundeRobot Hunter Blade S 2026 with i9-13900HX and RTX 5060 16GB. Analyzing CPU/GPU performance, AI capabilities, and value at ~6,671 RMB after subsidies.
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·2 min
MiniMax M3 Launches on Fireworks: 512K Context and MSA Sparse Attention Explained
MiniMax M3 launches on Fireworks with 512K context and multimodal input. MSA sparse attention delivers 9x prefill and 15x decode speedups. Deep dive into architecture, pricing, and open-model competition.
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·2 min
DeepMind TacticAI Lands at Palmeiras: AI Predicts Match Dynamics 8 Seconds in Advance
Google DeepMind partners with Palmeiras to deploy TacticAI, the first AI tactical system in professional football, predicting open-play dynamics 8 seconds ahead.
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·3 min
AI Now Writes Over 80% of Code: What Doubling Capability Every 4 Months Really Means
Anthropic reveals Claude now writes over 80% of its code, with AI capability doubling every four months. Three real cases show the speed of AI's rise and the shrinking window for human adaptation.
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·3 min
AI Can't Kill Old-School Programming: Why Fundamentals Are Still a Developer's Moat
Vibe Coding is trending, but can it replace solid fundamentals? A deep analysis of why core principles, systems thinking, and knowledge frameworks remain a developer's moat in the AI era.
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·3 min
Gemma 4 Open-Source Model Local Deployment Guide: Ollama Installation & Mobile Setup
Step-by-step guide to deploying Google's Gemma 4 open-source model locally with Ollama and running the lightweight version on mobile with tool calling support.
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·3 min
LFM2.5 Local Deployment Hands-On: An 8B Parameter Model That Outperforms GPT-o3s in Tool Calling
Hands-on test of Liquid AI's LFM2.5 local deployment: architecture breakdown, 16GB VRAM troubleshooting, and GraphRAG tool-calling benchmarks vs GPT-o3s.
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·4 min
AI Engineer Job Search: The Capability Leap from Demo to Production System
AI job demand is surging but companies can't find qualified candidates. Learn the 3 core skills—advanced RAG, local model deployment, and full-stack monitoring—to leap from demo builder to production engineer.
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·4 min
The Complete Guide to Claude Desktop: 15 Core Features & 9 Money-Saving Tips
Deep dive into Claude Desktop's Chat, Cowork & Code modes, Skill system setup, 8 automation workflow examples, and 9 practical tips to dramatically save Tokens.
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·2 min
Grok Free Usage Guide: A Complete Breakdown of AI Chat and Image Generation Features
A detailed guide to using Grok for free, covering AI image generation, unrestricted chat, role-playing features, comparisons with ChatGPT and Claude, and tips for safe access.
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