#K8s GPU scheduling

207 related articles

Jul 29, 2026·2 min

Running Manim in the Browser: Rebuilding 3Blue1Brown's Animation Engine with WebGPU

Explore how WebGPU brings 3Blue1Brown's Manim math animation engine to the browser, enabling zero-install, real-time mathematical visualization with interactive education potential.

Jul 28, 2026·3 min

Gemini Batch API Major Upgrade: 80% Latency Reduction, Success Rate Exceeds 99.998%

Google's Gemini Batch API completes major infrastructure upgrade with 80% lower p95 latency, 99.998%+ success rate, 98% fewer expirations, and new partial batch support for large-scale AI inference.

Jul 28, 2026·3 min

Backend Developer Transition to AI/LLM: 4 Core Skills and a Practical Learning Roadmap

Complete guide for backend developers transitioning to AI/LLM engineering. Covers the 4 core skills—Python, RAG, Fine-tuning, and Agents—with a phased learning roadmap and practical project advice.

Jul 28, 2026·3 min

Samsung Z Fold 8 Hands-On: The Compact Foldable Is the Biggest Surprise

Samsung unveils the Z Fold 8, Z Fold 8 Ultra, and Z Flip 8. The Z Fold 8's passport-style design weighs just 201g with a dramatically improved crease, preemptively countering Apple's rumored foldable iPhone.

Jul 28, 2026·3 min

Samsung Z Fold 8 Hands-On: The Compact Foldable Is the Biggest Surprise

Samsung launches Z Fold 8, Z Fold 8 Ultra, and Z Flip 8. The Z Fold 8's passport-style design weighs just 201g with dramatically reduced crease, preemptively countering Apple's rumored foldable iPhone.

Jul 28, 2026·3 min

The Real Daily Life of MLE and MLOps Engineers: Key Differences Between Three Roles and Career Paths

An in-depth look at the real daily work of data scientists, MLEs, and MLOps engineers — covering responsibilities, essential tools, and career paths to help you find your direction in AI.

Jul 28, 2026·3 min

Monocular RGB Human Mesh Reconstruction: Real-Time Motion Capture at 18 FPS with Rust + CUDA

Deep dive into a real-time 3D human mesh reconstruction project using a single RGB camera, built with Rust, Candle, and CUDA, achieving 55ms/frame on RTX 5080. Exploring its architecture, Metal porting plans, and applications in VTuber, AR/VR, and sports analysis.

Jul 28, 2026·3 min

Monocular RGB Human Mesh Reconstruction: Real-Time Motion Capture at 18 FPS with Rust + CUDA

A deep dive into a real-time 3D human mesh reconstruction project using a single RGB camera, built with Rust, Candle, and CUDA, achieving 55ms/frame on an RTX 5080.

Jul 27, 2026·3 min

From RAG to Agent Tuning: A Complete Guide to Deploying LLM Agents

A deep dive into LLM Agent frameworks covering RAG, Agent core components (tools, memory, planning), and Agent Tuning workflows with cost considerations for production deployment.

Jul 27, 2026·3 min

Agent Skills Explained: Plug-and-Play Skill Packs for AI

A deep dive into Agent Skills architecture: modular design, progressive disclosure mechanism, and how it differs from Multi-Agent systems for AI capability extension.

Jul 27, 2026·3 min

Ollama Prepares for Trillion-Parameter Open-Source Models as the Open-Source Ecosystem Heats Up

Ollama scales up for trillion-parameter open-source models like Kimi K3 and Qwen 3.8. Hugging Face demands $100M from OpenAI, Alibaba Coder goes mobile, and DeepSeek pauses fundraising.

Jul 27, 2026·3 min

Opus 5 Hands-On: Powerful but Slow — Inference Speed Becomes the New AI Battleground

An AI practitioner tests Opus 5: powerful capabilities but painfully slow inference. Deep analysis of how LLM competition is shifting from intelligence to inference speed.

Jul 27, 2026·3 min

HuggingHack Update: S3 Storage, Dual-Engine Scheduling, and GGUF Inspection Get Major Upgrades

HuggingHack releases major updates with S3/MinIO storage, Ollama + vLLM dual-engine scheduling, GGUF inspection, and local accounts for enterprise-grade local LLM management.

Jul 27, 2026·3 min

Ideogram 4.0 Turbo Workflow: An AI Image Generation Solution Balancing Speed and Quality

Detailed look at the Ideogram 4.0 mixed turbo workflow: RTX 4090 inference in just 15 seconds, rivaling Krea2 speed, with stable output up to 8K resolution.

Jul 27, 2026·3 min

Ideogram 4.0 Turbo Workflow: An AI Image Generation Solution Balancing Speed and Quality

Detailed look at the Ideogram 4.0 mixed turbo workflow: RTX 4090 tested at just 15s inference, matching Krea2 speed with up to 8K resolution output.

Jul 27, 2026·5 min

30+ Free AI & Machine Learning Classic Textbooks: All in One GitHub Repository

Awesome Free AI Books is an open-source repo with 30+ legally free AI & ML classic textbooks covering deep learning, reinforcement learning, NLP, LLMs, and more — all linking to official sources with weekly automated link checks.

Jul 25, 2026·2 min

DSpark: DeepSeek Partners with Peking University to Open-Source Inference Acceleration, Boosting Speed by Up to 85%

DeepSeek partners with Peking University to open-source DSpark, an inference acceleration tech boosting single-user speed by 57%-85% under high concurrency. Learn its three core designs and the DSpec framework.

Jul 25, 2026·2 min

DSpark: DeepSeek and Peking University Open-Source Inference Acceleration Tech with Up to 85% Speed Boost

DeepSeek and Peking University open-source DSpark, an inference acceleration tech boosting single-user generation speed by 57%-85% under high concurrency. Learn its 3 core designs and the DSpec framework.

Jul 25, 2026·2 min

D-Flash: How Diffusion Drafting Delivers 3.5x Faster LLM Inference

D-Flash solves the autoregressive drafter latency bottleneck in speculative decoding via fast diffusion parallel drafting and target feature KV injection. 16 tokens in just 6ms, up to 3.5x speedup on HumanEval, beating EAGLE3 and MTP.

Jul 25, 2026·3 min

D-Flash: The Secret Behind 3.5x LLM Inference Speedup with Diffusion Drafting

D-Flash uses fast diffusion parallel drafting and target feature KV injection to solve the autoregressive Drafter latency bottleneck in speculative decoding. 16 tokens in just 6ms, up to 3.5x speedup on HumanEval, surpassing EAGLE3 and MTP.