DeepSeek-V3, R1 671B on 8xH100 Throughput Benchmarks

Z-AI V1.4 发行版本

NVIDIA HPC Benchmarks

🚨 Modal × Comfy! FREE UNLIMITED AI Images & Videos on ComfyUI Cloud GPUs! 😱Modal x ComfyUI: Generate pro art/videos FOREVER with $30 FREE monthly credits! No hardware needed! 30s setup → H100 power.

Bunch of explanations and tutorials around confidential computing

In the recent competition, we were challenged to finetune a model that can convert a LaTeX expressions into Python code effectively. My team, which I led, secured 6th place overall.

Movement Mapper (formerly Matter Activity Logger) is a local-first activity logging and visualization tool designed for smart home motion sensors (specifically Tapo P100/T100 series). It allows you to track, visualize, and analyze movement patterns within your home without relying on cloud dashboards.

Cog Single GPU Quantized Implementation of Step-Video-T2V

A real-time speech translation web interface that combines Automatic Speech Recognition (ASR) and Neural Machine Translation (NMT) services to provide instant translations in multiple languages. Powered by DigitalOcean GPUs.

LLaMA-Factory FP8 training environment for NVIDIA Hopper GPUs. Fixes common configuration issues causing 2x slowdown with FP8 mixed precision.

Demo for installing ComfyUI on Azure VM powered by Nvidia H100 to run Text to Image and to Video models like Z-Image, Qwen and Wan

One-offs.

NVIDIA GPU Instance installer for docker container runtime access and preinstall script environment

Enterprise-grade Power BI dashboard for tracking AI infrastructure unit economics. Features real-time GPU profitability ratios, idle waste detection (Zombie GPUs), and ESG carbon footprint reporting.

When you only have limited amount of GPU workstation and using it together, reservation is better done with this.

The Sentinel Engine: A High-Fidelity Forensic Auditor for LLMs. Resolves the Observability Trilemma via Differential Precision Probing (DPP) and ISNI. Discovered the "Deception Horizon" and Magnitude Collapse phenomenon in Llama-3-8B. Achieves 1.00 AUC at 100x lower cost.