2d ago · 8 min read · Nemotron-3 Super is a 120-billion-parameter model with 12 billion active parameters, built specifically for modern AI workloads that require planning, reasoning, and interaction with tools. The model
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Mar 4 · 3 min read · If you've been trying to run standard vLLM Docker images on the new NVIDIA DGX Spark, you’ve probably hit a wall. Between the ARM64 (Grace) architecture, the Blackwell (GB10) GPU, and the requirements
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Jan 28 · 1 min read · Looking to buy RTX 5090 or enterprise NVIDIA AI GPUs with confirmed availability? Billion Bison supplies ready & verified stock of high-demand NVIDIA hardware no waitlists, no delays, only guaranteed allocation. Available for immediate reservation: •...
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Jan 20 · 1 min read · Start your journey into next-generation computing with NVIDIA Blackwell architecture, designed for advanced AI training, machine learning, data centers, and high-performance computing (HPC). Billion Bison delivers enterprise-grade NVIDIA Blackwell GP...
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Jan 13 · 6 min read · I recently resurrected a poster generation project I started a year ago. The idea is to create vintage-style poster backgrounds and then add the right font and layout for a given text and image. I paused that project because I wanted to use onboard m...
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Nov 14, 2025 · 2 min read · After approximately 233 hours, pre-training completed. Conveniently enough, I was on a week-long trip at the time. A brief comparison to H100, here. Andrej Karpathy says pre-training should take about 4 hours on an 8xH100 setup. It’s pretty much line...
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Oct 27, 2025 · 3 min read · Picking up from where I left off, it was time to attempt training. The first thing I did was look for others who had tried this so I could learn from them. Specifically, I was expecting to pick up tips on parameters to torchrun tuned for my hardware....
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Oct 26, 2025 · 7 min read · Right around the time that I decided to buy a DGX Spark and up my game in AI, Andrej Karpathy posted his magnum opus (so far) that he's been working on for quite a while, Nanochat (https://github.com/karpathy/nanochat). I discovered it through my bo...
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Oct 26, 2025 · 3 min read · I took a brief break from Nanochat to try out some other workloads on the Spark. NVIDIA has a nice start up guide for the Spark here: https://build.nvidia.com/spark The first step is to verify prerequisites. Running the suggested steps in the Comf...
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Oct 13, 2025 · 2 min read · When it comes to professional computing, ANT PC has always been synonymous with performance, reliability, and innovation. Taking workstation performance to the next level, ANT PC proudly integrates the NVIDIA RTX PRO 6000 Blackwell Series — a GPU bui...
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