Skip to content
Hands-on AI Lab
Local AI Hardware Tools News Benchmarks
Current language: EN Read this page in Korean KO
  1. Home
  2. Local AI
  • Local AI
    • Video
    • LLM
    • 3D
    • Image
    • Model Watch
  • Hardware
    • GPU
    • Apple Silicon
    • Storage & RAM
  • Tools
    • Compatibility DB
  • News

Local AI

Models run on hardware in this room: what fits, what runs out of memory, and how long it takes.

1 article

In this section

Video

Video generation on a single consumer GPU. ComfyUI and Wan2.2 against a 12GB memory ceiling, including the configurations that did not fit.

LLM

Language models on hardware you already own. Quantization trade-offs, context length limits, and token rates measured with the conditions attached.

3D

Image-to-3D generation on a single consumer GPU — TRELLIS, TripoSR, SF3D and friends — carried through mesh repair toward a printable model. Journal entries here are the owner's own run logs, not benchmarks.

Image

Image generation on consumer hardware. Reserved: this cluster opens after the day 90 gate, and the page fills itself once articles exist.

Model Watch

New releases measured on the day they land, rather than summarised. An article joins this list by carrying the model-watch tag.

Everything in this section

  • Official source LLMVerified Aug 29, 2026GLM-5.3-Flash open weights: what the model card says, and what it means for a 12GB cardA 320B parameter multimodal MoE released under MIT. What the model card states, and why a 12GB card is the wrong first question to ask about it.

Hands-on AI Lab

Local AI models run on hardware anyone can buy, with the test environment, the failed configurations, and the verification date attached to every number.

Workflow files and raw experiment data on GitHub

Local AI

  • Video
  • LLM
  • 3D
  • Image
  • Model Watch

Hardware

  • GPU
  • Apple Silicon
  • Storage & RAM

Tools

  • Compatibility DB
  • Benchmarks
  • RSS

News

Policies

  • About
  • Editorial Policy
  • AI Policy
  • Methodology

More policies

  • Corrections
  • Privacy
  • Affiliate Disclosure
  • Contact

Measurements describe the exact hardware, driver and runtime versions listed with them. Results on other configurations will differ. Nothing here is published without a human review of the final text. See the AI policy and the methodology. © 2026 Hands-on AI Lab.