High-Fidelity Image Model Fine-Tuning Pipeline

    A professional, fully automated pipeline for engineering hyper-accurate Text-to-Image models (SDXL & Flux.1). This repository provides an end-to-end toolchain for dataset processing, text-caption normalization, and immediate integration with the Kohya_ss training engine. This pipeline is specifically optimized for capturing non-human and complex humanoid architectures with maximum coherence and zero structural collapse.

    Muhammad Zeeshan

    Technologies Used

    Python
    Kohya_ss
    Stable Diffusion
    Flux.1
    Data Engineering

    Key Features

    1

    End-to-end dataset processing

    2

    Text-caption normalization

    3

    Kohya_ss training integration

    4

    Optimized for non-human and complex humanoid architectures

    Implementation

    Built a comprehensive pipeline for capturing non-human and complex humanoid architectures with maximum coherence and zero structural collapse.

    Results & Impact

    Achieved hyper-accurate model fine-tuning with advanced text-caption normalization.