research
ComfyUI and Colab Generative Prototype Lab
Notebook and prototype archive for ComfyUI automation, custom model experiments, paper-to-code snippets, and generated media pipelines.
Overview
ComfyUI and Colab Generative Prototype Lab adds the source-reviewed notebook and advanced prototype work that was missing from the public portfolio. The 2026-06-04 review covered Colab notebook folders, OCR and PDF-analysis demos, MMOCR notes, Falcon/LLM fine-tuning proposal notes, mobile PyTorch custom-library build notes, ComfyUI API automation, LivePortrait batch animation, MoviePy/FFmpeg assembly, and generative media pipeline planning. The public entry links only public repositories and describes the system patterns; private notebook URLs, restricted datasets, unpublished weights, and private proposal artifacts are not published.
What It Covers
- Turns notebook experiments into reusable prototype families rather than isolated demos
- Automates ComfyUI workflow JSON through Python and WebSocket-style orchestration patterns
- Groups custom model, OCR, document QA, LLM fine-tuning, and media-assembly work under one research lab surface
- Keeps private Colab links, restricted datasets, unpublished weights, and proposal drafts out of public files
Stack And Topics
- Google Colab
- ComfyUI
- Python
- PyTorch
- MMOCR
- PaddleOCR
- LangChain
- Pinecone
- MoviePy
- FFmpeg
- LivePortrait
- WebSocket
Public Signals
- Prototype lanes: 6 ComfyUI, LivePortrait, OCR/PDF, retrieval QA, model fine-tuning, media assembly
- Source posture: public links only private source and Colab URLs excluded from published portfolio files
- Notebook posture: prototype research and implementation snippets, not presented as maintained production services
- Review date: 2026-06-04 private-source and local portfolio review for missing notebook/prototype work