xkcd-artist

Prompt to stick-figure comic in 3ms.

How It Works ↓

SMART TOASTER

Title text: Settings 5 and 6 exist strictly for tungsten annealing and voiding your renter's insurance.
gnumanth/xkcd-artist · loading onnx wasm…

How It Works · Hybrid Neural + Vector Architecture

Decoupling stick-figure geometry from hand-lettering

End-to-end image diffusion models garble speech-bubble typography. xkcd-artist masks dialogue out of 226 XKCD panels during NVIDIA L4 training, executes a 1.72 MB Int8 quantized 5-head ONNX planner directly in your browser via WebAssembly, and composites crisp xkcd-script vector paths, speaker leader lines, and hover title text.

xkcd-artist hybrid neural and vector synthesis architecture Architecture diagram showing offline masked XKCD training feeding the gnumanth/xkcd-artist model hub, which supplies Int8 ONNX weights to an in-browser WebAssembly planner and SVG ink compositor. OFFLINE L4 TRAINING & HUB IN-BROWSER WASM & VECTOR ENGINE L4 TRAIN INT8 WEIGHTS PROMPT TENSORS 5 HEADS PROPS + TTF VECTOR DATA Masked Corpus 226 PNGs · 891 scripts HUB gnumanth/xkcd-artist HF · SD LoRA + ONNX USER Prompt / WebMCP ?q= · modelContext TOK MD5 Tokenizer int64[1,36] · cast[1,2] WASM ONNX Int8 Planner 1.72 MB · 5 heads · 5.5ms INK SVG Compositor 4x wobble · leaders ASSET Stage & Font Pack 11 props · xkcd-script OUT XKCD Strip SVG · 2x PNG · alt LEGEND Focal planner Engine step Corpus / assets Model hub User / agent Neural path Hub weights Sync / build

01 · Speech-Bubble-Masked Training

Zero diffusion text gibberish

Dialogue in the top 36% of 226 XKCD panels is masked out before NVIDIA L4 fine-tuning alongside 891 ExplainXKCD scripts, isolating pure stick-figure and stage-prop ink geometry.

02 · In-Browser ONNX WASM

5 neural heads in ~5.5 ms

  • Layout family (1–4 panels, chart, flowchart)
  • Stage prop & 12-DOF stick kinematics
  • Pen wobble, stroke weight & abstention

03 · Vector Compositor

Crisp xkcd-script & hover alt

4x hand-wobbled #0A0A0A pen paths, head-crown leader lines, CC-licensed xkcd-script lettering, and Randall-style hover title text render at infinite SVG resolution.