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Why We're Stuck With GPUs This Long?

Why We're Stuck With GPUs This Long?

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5 min read
Notes on Serving LLMs with TensorRT-LLM and Triton

Notes on Serving LLMs with TensorRT-LLM and Triton

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4 min read
The dozen layers under a GPU pod

The dozen layers under a GPU pod

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14 min read
NVIDIA Nemotron 3 Ultra & GLM-5.2: The Open Model Flood Is Here (June 2026)

NVIDIA Nemotron 3 Ultra & GLM-5.2: The Open Model Flood Is Here (June 2026)

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2 min read
Things I learned building my first multi-agent AI system on Azure + NVIDIA

Things I learned building my first multi-agent AI system on Azure + NVIDIA

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4 min read
Diffusion Language Models Are Here: Deep Dive into NVIDIA's Nemotron-Labs DLM Architecture

Diffusion Language Models Are Here: Deep Dive into NVIDIA's Nemotron-Labs DLM Architecture

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15 min read
I Built a Prompt Forging Engine with NVIDIA Llama 3.1 70B for Google Prompt Wars 2026

I Built a Prompt Forging Engine with NVIDIA Llama 3.1 70B for Google Prompt Wars 2026

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3 min read
Nvidia wants enterprises to run agents safely. NemoClaw is how.

Nvidia wants enterprises to run agents safely. NemoClaw is how.

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3 min read
⚡️Self-Hosting Experience with Jetson Orin Nano and Ollama 🦙

⚡️Self-Hosting Experience with Jetson Orin Nano and Ollama 🦙

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8 min read
'"An LLM and a harness": Nvidia''s simple thesis on what agents actually are'

'"An LLM and a harness": Nvidia''s simple thesis on what agents actually are'

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2 min read
nvidia-peermem "Invalid argument" on Ubuntu — Fix GPUDirect RDMA with DMA-BUF

nvidia-peermem "Invalid argument" on Ubuntu — Fix GPUDirect RDMA with DMA-BUF

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3 min read
Bypassing the OS to Run LLMs: What I Learned Building a Firmware-Centric Runtime

Bypassing the OS to Run LLMs: What I Learned Building a Firmware-Centric Runtime

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5 min read
12B Gemma 4 QAT Deployment with GCE, NVIDIA L4, MCP, and Antigravity CLI

12B Gemma 4 QAT Deployment with GCE, NVIDIA L4, MCP, and Antigravity CLI

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16 min read
Two Qwen3 Models on One DGX Spark: The Residency Math for Local LLM Coding

Two Qwen3 Models on One DGX Spark: The Residency Math for Local LLM Coding

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5 min read
Stop Paying $20/month. Use NVIDIA Build: 80+ Free AI Models

Stop Paying $20/month. Use NVIDIA Build: 80+ Free AI Models

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2 min read
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