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drawthingsai

@drawthingsai source repo

8 published skills

  1. ▌
    Train Lora · drawthingsai bundle
    Validate Draw Things LoRA training end to end with draw-things-cli, including tiny-dataset training, loss and scaler checks, checkpoint sanity, and base-versus-LoRA generation comparison.
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    Init Gpu Server · drawthingsai
    Initialize a Draw Things GPU server with GPUScript, including script sync, Docker/CUDA/NVIDIA runtime setup, 7T data disk mounting, mergerfs, and end-to-end GPU verification.
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  3. ▌
    Use Drawthings CLI · drawthingsai bundle
    Use and troubleshoot an already installed Homebrew draw-things-cli for model discovery, authentication, local, cloud, or remote image generation, basic image-to-image and video generation, output verification, and safe agent operation. Use when a new user or agent needs to inspect Draw Things CLI commands or models, generate a first image, sign in to Draw Things cloud, connect to a Draw Things server, or diagnose common generation failures after installation.
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  4. ▌
    Trainer Integration · drawthingsai bundle
    Add or tighten Draw Things LoRA trainer support for generative models available in the Draw Things app / CLI, covering LoRA builders, trainer dispatch, tokenizer and fixed-encoder wiring, checkpoint export, numerical debugging, and validation.
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  5. ▌
    Setup Cpu Proxy Server · drawthingsai bundle
    Set up and verify a new Draw Things CPU proxy and Envoy server using the scripts in Scripts/ServerManagement/CPUScript. Use when Codex needs to bootstrap a root-access Linux CPU server over SSH/Tailscale, upload model-list and envoy-config.yaml, install Docker/Tailscale images, install or copy compute.drawthings.ai TLS certificates, launch proxy_service and envoy_grpc_web_proxy, and debug port 443, Envoy 8443, TLS, or gRPC Echo connectivity.
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  6. ▌
    New Model Integration · drawthingsai bundle
    Add a new image or video generative model to the Draw Things app / CLI with a compile-first, end-to-end workflow across SwiftDiffusion, tokenizer plumbing, text encoder, fixed encoder, UNet / DiT runtime, VAE, converter and quantizer tooling, and CLI validation.
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  7. ▌
    Uikit UI Common Setup · drawthingsai bundle
    Use when writing or refactoring UIKit UI in this repo, especially Workflow/ViewController wiring, Controller/View components, SnapKit layout, Workspace/Dflat-driven UI state, Objective-C adapter responders, or app threading boundaries.
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  8. ▌
    Run Longcat Avatar Video · drawthingsai bundle
    Generate, benchmark, validate, and troubleshoot LongCat-Video-Avatar 1.5 videos with draw-things-cli. Use when Codex needs to prepare LongCat q8p or i8x checkpoints, drive an avatar from a reference image and audio file, generate a fixed 4k+1 frame clip, run local segmented AVC for long audio with the canonical 93/13 configuration, compare i8x against q8p on Apple silicon, estimate full-video runtime, or verify LongCat MP4 frame count, duration, codec, and audio muxing.
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