spdev45/After-Earth-Director-8B
After Earth: 2200 AC — Director-8B is an 8 billion parameter language model fine-tuned from Llama-3-8B by spdev45. It specializes in generating high-fidelity, technically grounded briefs and lore for the '2200 AC' universe, optimized for downstream image generation models like FLUX.1-Dev. This model excels at creating consistent hard-sci-fi technical descriptions, asset direction for diffusion models, and detailed xeno-biology designs. It is engineered for hardware-efficient co-execution with diffusion models on a single 24 GB VRAM GPU.
Loading preview...
Model Overview
After Earth: 2200 AC — Director-8B is a specialized 8 billion parameter language model, fine-tuned from Llama-3-8B by spdev45. Its core function is to act as a "Director" in a multi-modal world-building pipeline, translating abstract narrative into high-fidelity, technically grounded briefs for image generation models such as FLUX.1-Dev.
Key Capabilities
- Technical Lore Generation: Creates internally consistent, hard-sci-fi technical descriptions for the 2200 AC universe, including advanced materials like Obsidian-Polymer and Aether-Conduits.
- Asset Direction for Image Models: Produces structured, optimized prompts specifically designed for high-end diffusion models.
- Xeno-Biology & Non-Humanoid Design: Capable of describing alien anatomy and non-human physiology beyond typical humanoid templates.
- Hardware-Efficient Inference: Optimized for co-execution with diffusion pipelines on a single 24 GB VRAM GPU, making it accessible for integrated workflows.
Training Details
The model was fine-tuned using Supervised Fine-Tuning (SFT) with Unsloth and Hugging Face TRL, achieving a final loss of 0.88. The training dataset included ASTRA-SFT-1k and over 2,000 curated character skins, focusing on 'Aether-Tech' aesthetics to inform its visual direction capabilities.