This is an automated archive made by the Lemmit Bot.
The original was posted on /r/stablediffusion by /u/vmandic on 2024-10-23 14:49:37+00:00.
SD.Next Release 2024-10
A month later and with nearly 300 commits, here is the latest SD.Next update!
Workflow highlights
- Reprocess: New workflow options that allow you to generate at lower quality and then reprocess at higher quality for select images only or generate without hires/refine and then reprocess with hires/refine and you can pick any previous latent from auto-captured history!
- Detailer Fully built-in detailer workflow with support for all standard models
- Built-in model analyzer See all details of your currently loaded model, including components, parameter count, layer count, etc.
- Extract LoRA: load any LoRA(s) and play with generate as usual and once you like the results simply extract combined LoRA for future use!
New models
New integrations
- Fine-tuned CLiP-ViT-L 1st stage text-encoders used by most models (SD15/SDXL/SD3/Flux/etc.) brings additional details to your images
- Ctrl+X which allows for control of structure and appearance without the need for extra models
- APG: Adaptive Projected Guidance for optimal guidance control
- LinFusion for on-the-fly distillation of any sd15/sdxl model
What else?
- Tons of work on dynamic quantization that can be applied on-the-fly during model load to any model type Supported quantization engines include:
BitsAndBytes,TorchAO,Optimum.quanto,NNCF,GGUF - Auto-detection of best available device/dtype settings for your platform and GPU reduces neeed for manual configuration
- Full rewrite of sampler options, not far more streamlined with tons of new options to tweak scheduler behavior
- Improved LoRA detection and handling for all supported models
- Several of Flux.1 optimizations and new quantization types
Oh, and we’ve compiled a full table with list of top-30 (how many have you tried?) popular text-to-image generative models,
their respective parameters and architecture overview: Models Overview
And there are also other goodies like multiple XYZ grid improvements, additional Flux ControlNets, additional Interrogate models, better LoRA tags support, and more…
You must log in or register to comment.