AI systems · tools · research

Sculpt your AI stack.

Practical tools, experiments, papers, and shared knowledge for people who want more control over AI — from local LLM inference and optimization to cloud services, generative media, and emerging model capabilities.

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Active workbench

Projects & resources

Useful things first. These are current DataSculpting.AI projects, with more tools, research, benchmarks, and experiments planned for the same hub.

VRAM

Local AI Capacity Calculator

Estimate what model sizes and local AI workloads your hardware can realistically support.

Local AI · Utility↗

IMG

Folderizer for Leonardo.AI

Organize generated media into a workflow that is easier to browse, manage, and reuse.

Generative media · Tool↗

TOOL

VisLlama Model Serving

Web-based browser administration for GGUF models served through llama.cpp. Configure, launch, route and monitor inference from one focused control surface.

Generative media · Tool↗

PDF

Profile-Guided MoE Compilation

A Data Sculpting paper exploring PGMC — techniques for shaping mixture-of-experts execution.

Research · Paper↗

FORUM

Inference Forum

New forum for local AI discussions. Post questions, your ideas, share your projects and knowledge.

Discussion · Forum↗

What belongs here

A home for hands-on AI.

DataSculpting.AI is centered on understanding and extending what modern AI systems can do: tuning the hardware/software boundary, testing models, building useful utilities, documenting techniques, and connecting practitioners who like to experiment.

#local-llm #inference #quantization #generative-ai #gpu #tooling #research #cloud

Local inferenceRun capable models privately, efficiently, and with hardware you control.

Optimization & tuningExplore model fit, memory pressure, throughput, quantization, and system tradeoffs.

Generative workflowsCombine local and cloud services for text, images, media, and automation.

Tools, papers & knowledgeTurn experiments into reusable utilities, documented methods, and shared reference material.

Centralized community

Build locally. Learn together. Push capability further.

Follow Data Sculpting for project updates, or join the Local AI Enthusiasts group to compare hardware, software stacks, workflows, and what actually works in practice.