update changelog and readme

CHANGELOG.md

@@ -5,9 +5,9 @@
 - reference styles
 - quick apply style
 
-## Update for 2024-03-18
+## Update for 2024-03-19
 
-### Highlights 2024-03-18
+### Highlights 2024-03-19
 
 New models:
 - [Stable Cascade](https://github.com/Stability-AI/StableCascade) *Full* and *Lite*
@@ -17,10 +17,10 @@ New models:
 - [VGen](https://huggingface.co/ali-vilab/i2vgen-xl)  
 
 New pipelines and features:
-- Trajectory Consistency Distillation [TCD](https://mhh0318.github.io/tcd) for processing in even less steps
 - Img2img using [LEdit++](https://leditsplusplus-project.static.hf.space/index.html), context aware method with image analysis and positive/negative prompt handling
+- Trajectory Consistency Distillation [TCD](https://mhh0318.github.io/tcd) for processing in even less steps
 - Visual Query & Answer using [moondream2](https://github.com/vikhyat/moondream) as an addition to standard interrogate methods
-- Face-HiRes: simple built-in detailer for face refinements
+- **Face-HiRes**: simple built-in detailer for face refinements
 - Even simpler outpaint: when resizing image, simply pick outpaint method and if image has different aspect ratio, blank areas will be outpainted!
 - UI aspect-ratio controls and other UI improvements
 - User controllable invisibile and visible watermarking
@@ -40,7 +40,7 @@ Further details:
 - For documentation, see [WiKi](https://github.com/vladmandic/automatic/wiki)
 - [Discord](https://discord.com/invite/sd-next-federal-batch-inspectors-1101998836328697867) server  
 
-### Full Changelog 2024-03-18
+### Full Changelog 2024-03-19
 
 - [Stable Cascade](https://github.com/Stability-AI/StableCascade) *Full* and *Lite*
   - large multi-stage high-quality model from warp-ai/wuerstchen team and released by stabilityai  

README.md

@@ -20,13 +20,14 @@ All individual features are not listed here, instead check [ChangeLog](CHANGELOG
 - Multiple backends!  
   ▹ **Diffusers | Original**  
 - Multiple diffusion models!  
-  ▹ **Stable Diffusion 1.5/2.1 | SD-XL | LCM | Segmind | Kandinsky | Pixart-α | Würstchen | aMUSEd | DeepFloyd IF | UniDiffusion | SD-Distilled | BLiP Diffusion | etc.**
+  ▹ **Stable Diffusion 1.5/2.1 | SD-XL | LCM | Segmind | Kandinsky | Pixart-α | Stable Cascade | Würstchen | aMUSEd | DeepFloyd IF | UniDiffusion | SD-Distilled | BLiP Diffusion | KOALA | etc.**
 - Built-in Control for Text, Image, Batch and video processing!  
   ▹ **ControlNet | ControlNet XS | Control LLLite | T2I Adapters | IP Adapters**  
 - Multiplatform!  
- ▹ **Windows | Linux | MacOS with CPU | nVidia | AMD | IntelArc | DirectML | OpenVINO | ONNX+Olive**
+ ▹ **Windows | Linux | MacOS with CPU | nVidia | AMD | IntelArc | DirectML | OpenVINO | ONNX+Olive | ZLUDA**
 - Platform specific autodetection and tuning performed on install
-- Optimized processing with latest `torch` developments with built-in support for `torch.compile` and multiple compile backends
+- Optimized processing with latest `torch` developments with built-in support for `torch.compile`  
+  and multiple compile backends: *Triton, ZLUDA, StableFast, DeepCache, OpenVINO, NNCF, IPEX*  
 - Improved prompt parser  
 - Enhanced *Lora*/*LoCon*/*Lyco* code supporting latest trends in training  
 - Built-in queue management  
@@ -62,21 +63,24 @@ Additional models will be added as they become available and there is public int
 
 - [RunwayML Stable Diffusion](https://github.com/Stability-AI/stablediffusion/) 1.x and 2.x *(all variants)*  
 - [StabilityAI Stable Diffusion XL](https://github.com/Stability-AI/generative-models)  
-- [StabilityAI Stable Video Diffusion](https://huggingface.co/stabilityai/stable-video-diffusion-img2vid) Base and XT  
+- [StabilityAI Stable Video Diffusion](https://huggingface.co/stabilityai/stable-video-diffusion-img2vid) Base, XT 1.0, XT 1.1
 - [LCM: Latent Consistency Models](https://github.com/openai/consistency_models)  
+- [Playground](https://huggingface.co/playgroundai/playground-v2-256px-base) *v1, v2 256, v2 512, v2 1024 and latest v2.5*  
+- [Stable Cascade](https://github.com/Stability-AI/StableCascade) *Full* and *Lite*
 - [aMUSEd 256](https://huggingface.co/amused/amused-256) 256 and 512
 - [Segmind Vega](https://huggingface.co/segmind/Segmind-Vega)  
 - [Segmind SSD-1B](https://huggingface.co/segmind/SSD-1B)  
 - [Segmind SegMoE](https://github.com/segmind/segmoe) *SD and SD-XL*  
 - [Kandinsky](https://github.com/ai-forever/Kandinsky-2) *2.1 and 2.2 and latest 3.0*  
 - [PixArt-α XL 2](https://github.com/PixArt-alpha/PixArt-alpha) *Medium and Large*  
 - [Warp Wuerstchen](https://huggingface.co/blog/wuertschen)  
-- [Playground](https://huggingface.co/playgroundai/playground-v2-256px-base) *v1, v2 256, v2 512, v2 1024*  
 - [Tsinghua UniDiffusion](https://github.com/thu-ml/unidiffuser)
 - [DeepFloyd IF](https://github.com/deep-floyd/IF) *Medium and Large*
 - [ModelScope T2V](https://huggingface.co/damo-vilab/text-to-video-ms-1.7b)
 - [Segmind SD Distilled](https://huggingface.co/blog/sd_distillation) *(all variants)*
 - [BLIP-Diffusion](https://dxli94.github.io/BLIP-Diffusion-website/)  
+- [KOALA 700M](https://github.com/youngwanLEE/sdxl-koala)
+- [VGen](https://huggingface.co/ali-vilab/i2vgen-xl)  
 
 
 Also supported are modifiers such as: