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Hands-on guide to fine-tune Diffusers-format image and short-video models with NVIDIA NeMo Automodel—no checkpoint conversion, latent caching, and FLUX YAML for scaling.
Step-by-step guide to a tiny hybrid prototype: run small AI models locally on a laptop, fall back to a cloud API for heavy requests, and measure latency, fallback rate, and cost.
How to run NVIDIA Cosmos 3 to prototype vision-to-action demos: give an image or short clip plus a prompt and get text reasoning or pixel-space robot trajectories. Includes code.
Nemotron 3 Nano Omni offers long-context multimodal reasoning for documents, images, audio and video. BF16/FP8/NVFP4 checkpoints are on Hugging Face; the post includes a compact smoke-test and setup.
OpenAI reports $110B in new commitments from Amazon, Nvidia and SoftBank. Product and ops teams should run quick vendor-dependency audits, parity POCs and a short risk runbook.
A concise playbook to run ComfyUI on an Nvidia RTX PC: hardware preflight, driver/runtime checklist and a reproducible deployment to generate images and short videos locally.
At CES 2026 NVIDIA unveiled Rubin - a six-chip production AI platform - and Alpamayo open reasoning models for autonomy, promising roughly 0.1x token costs and OEM demos.
A concise playbook to validate multi-node pretraining and staged inference on NVIDIA Hopper and GB200 NVL72 systems. Includes procurement and benchmark checklists and example job specs.