diff --git a/README.md b/README.md
index 1685293b..937209d1 100644
--- a/README.md
+++ b/README.md
@@ -2,6 +2,8 @@
[ Classic | Neo ]
+
+

@@ -52,7 +54,7 @@ The name "Forge" is inspired by "Minecraft Forge". This project aims to become t
- [X] Support Multi-Image Inputs for **Qwen-Image-Edit** and **Flux-Kontext**
- [X] Support [Nunchaku](https://github.com/nunchaku-tech/nunchaku) (`SVDQ`) Models
- `flux-dev`, `flux-krea`, `flux-kontext`, `qwen-image`, `qwen-image-edit`, `t5`, `z-image-turbo`
- - support LoRAs
+ - support LoRA for `Flux` and `Qwen`
- see [Commandline](#by-neo)
- [X] Support [Lumina-Image-2.0](https://huggingface.co/Alpha-VLLM/Lumina-Image-2.0)
- `Neta-Lumina`, `NetaYume-Lumina`
@@ -207,12 +209,17 @@ The name "Forge" is inspired by "Minecraft Forge". This project aims to become t
- `--forge-ref-comfy-home`: Point to a ComfyUI installation to load its `models` folders
- **i.e.** `diffusion_models`, `clip`
+
+
- `--sage`: Install the `sageattention` package to speed up generation
- will also attempt to install `triton` automatically
- `--flash`: Install the `flash_attn` package to speed up generation
- `--nunchaku`: Install the `nunchaku` package to inference SVDQ models
- `--bnb`: Install the `bitsandbytes` package to do low-bits (`nf4`) inference
- `--onnxruntime-gpu`: Install the `onnxruntime` with the latest GPU support
+
+
+
- `--fast-fp8`: Use the `torch._scaled_mm` function when the model type is `float8_e4m3fn`
- `--fast-fp16`: Enable the `allow_fp16_accumulation` option
- `--autotune`: Enable the `torch.backends.cudnn.benchmark` option
@@ -290,9 +297,9 @@ The name "Forge" is inspired by "Minecraft Forge". This project aims to become t
- **Issues** about removed features will simply be ignored
- **Issues** regarding installation will be ignored if it's obviously user-error
-- Non-Windows platforms will not be officially supported, as I cannot verify nor maintain them
-
-
+- **Issues** caused by [StabilityMatrix](https://github.com/LykosAI/StabilityMatrix) will also be ignored
+ - only open an Issue if you can reproduce it on a clean install following the official [Installation](#installation) guide
+- Linux, macOS, AMD, Intel will not be officially supported, as I cannot verify nor maintain them...