The Universe Engine, Full walkthrough, with ACE-HOLOFS-V4 & Claude Projects

Опубликовано: 28 Июнь 2026
на канале: ScuffedEpoch
685
26

This would be the pinnacle of my LLM research, don't miss out! This is Fine Tuning for LLM's without actually fine tuning in the traditional way. I have done many videos on this specific system which is 100% of my own design.

Adaptive Capacity Elicitation is my own Cognitive enhancement methodology which improves all good LLM's with simple agent instructions designed to make the AI think harder and not take the easiest route to a response, exploiting human like thought processing and iterative/recursive programming in order to maximise the latent potential hidden deep in the model.

The Holographic Filesystem is now using Claude Projects, so it benefits greatly from file persistance. I demonstrate how to set it up for the purpose of a video PromptGen tool, or "Universe Engine". It can of course be used for any purpose with ease by simply tailoring the priming phase to your chosen task.

Github LLM Base Prompts:
https://github.com/MushroomFleet/LLM-...

previous videos in this series:
ACE-HOLOFS (ACE combined with my Holographic Filesystem)
   • create video prompts from your images with...  
Kochs Recursor (Agent Research that lead to ACE)
   • GPT4 Kochs Recursor  
Cognimus (The Machine Animus)
   • Cognimus - the machine animus (chatgpt vs ...  

My GPT4 Agents
https://fivebelowfive.uk/GPTstore.html

Join this channel to get access to perks:
   / @scuffedepoch  

discord:   / discord  
www.fivebelowfive.uk

00:00 Intro
00:10 Project Setup
08:35 Priming Phase
26:33 Updating Persistence
32:51 The Universe Engine
35:53 Final Tuning Updates
40:48 Ledger Update
42:41 Sanity Checks
46:37 Optional Extras


Workflow Packs:
Foda FLUX pack https://civitai.com/models/620294
Koda KOLORS pack https://civitai.com/models/589666
RotoMaker https://civitai.com/models/586617
Loki Swap/Live Portrait https://civitai.com/models/539936
SD3 Pack https://civitai.com/models/515549
Lyra Audio Tools https://civitai.com/models/579066
Looped Motion https://civitai.com/models/410919
Trio Triple Latents https://civitai.com/models/381021
Nova Relighting https://civitai.com/models/565597
Virgil SVD1.1 https://civitai.com/models/331664
Merge Models https://civitai.com/models/432863
cosXL Convertor https://civitai.com/models/420384
Ananke Hi-Res https://civitai.com/models/352117

SDXL Lora's
https://civitai.com/models/475595/eig...
https://civitai.com/models/460522/tho...
https://civitai.com/models/384333/hel...
https://civitai.com/models/401458/not...
https://civitai.com/models/405640/pau...
https://civitai.com/models/339881/ass...
https://civitai.com/models/320332/ass...

Introducing Playlist (music/video)
   • Introducing Series  

Checkpoint Merging
   • Create The Best Model Mixes with DJZ Merge...  

cosXL / cosXL-edit conversion
   • Convert any SDXL model to cosXL-edit  
   • Unlock CosXL with any SDXL Checkpoint [cos...  


3D Generation
   • DJZ 3D Collection  

New Diffusion Models (August '24)
Flux1:

Kolors:

SD3-medium:

Stable Cascade:
   • Stable Cascade Comfy Checkpoint Update  
   • Stable Cascade in ComfyUI - Fully Supported!  
SDXS-512:
   • SDXS - New Image Generation model  
cosXL & cosXL-edit:
   • CosXL & CosXL-Edit - New Instruct Pix2Pix ...  

Stable Cascade series:
   • Stable Cascade Workflows [March 2024]  

Image Model Training
datasets    • Datasets in detail - Model Training  #comfyui  
colab    • Updated Lora Training Notebook #colab (free)  
local    • Updated Lora Training Notebook #colab (free)  
civitai    • Stable Cascade LORA training  
civitai    • SDXL Lora Training with CivitAI, walkthrough  

Music with Audacity
   • Make Music with Audacity AI - Mashup Resty...  
   • Make Music with Audacity AI [Music]  

DJZ custom nodes (aspectsize node)
   • AspectSize (djz-nodes) #ComfyUI  

stable diffusion cascade
stable diffusion lora training
comfyui nodes explained
comfyui video generation
comfyui tutorial 2024
best comfyui workflows
comfyui image to image
comfyui checkpoints
civitai stable diffusion tutorial

An excellent reason to buy an RTX4090 with 24GB of VRAM.
https://amzn.to/3WMvFbU