Update README

README.md

@@ -310,7 +310,18 @@ img.save("single_edit_1024x1024.png")
 
 ### CLI
 
-Both commands are **batched** — pass several `--prompt` values (sample `i` uses `--seed + i`). `--model_path` takes a **local repo dir or a Hugging Face Hub repo id** (e.g. `microsoft/Mage-Flow-4B`) — HF ids are downloaded and cached automatically.
+```bash
+# text-to-image (two prompts in one batch)
+mage-flow --prompt "A close-up portrait of an elderly African man with deep wrinkles, wearing a traditional hat, soft natural lighting, ultra realistic." "An immersive landscape of a Greenlandic icefjord at midnight sun, painted by early dawn light, crystal-clear skies adding drama. fine grains of sand carving sharp shadows. Peter Lik gallery print, moody atmosphere, museum-grade composition." \
+          --model_path microsoft/Mage-Flow --steps 20 --cfg 5.0 \
+          --height 1024 512 --width 1024 2048 --seed 42 --out ./outputs
+
+
+# editing (one --ref per prompt; comma-separate sources for multi-image edit)
+mage-flow-edit --prompt "Replace the background with a field of sunflowers" "blend these two images" \
+               --ref assets/dog.jpg "scene.png,object.png" \
+               --model_path microsoft/Mage-Flow-Edit --max_size 1024 --out ./outputs
+```
 
 | Flag                  | Scope | Meaning                                                                       |
 | :-------------------- | :---: | :---------------------------------------------------------------------------- |
@@ -328,21 +339,6 @@ Both commands are **batched** — pass several `--prompt` values (sample `i` use
 | `--max_size`          | edit  | max size of the reference image                                               |
 | `--vl_cond_long_edge` | edit  | VL-condition long edge (default `384`)                                         |
 
-```bash
-# text-to-image (two prompts in one batch)
-mage-flow --prompt "A close-up portrait of an elderly African man with deep wrinkles, wearing a traditional hat, soft natural lighting, ultra realistic." "An immersive landscape of a Greenlandic icefjord at midnight sun, painted by early dawn light, crystal-clear skies adding drama. fine grains of sand carving sharp shadows. Peter Lik gallery print, moody atmosphere, museum-grade composition." \
-          --model_path microsoft/Mage-Flow --steps 20 --cfg 5.0 \
-          --height 1024 512 --width 1024 2048 --seed 42 --out ./outputs
-
-
-# editing (one --ref per prompt; comma-separate sources for multi-image edit)
-mage-flow-edit --prompt "Replace the background with a field of sunflowers" "blend these two images" \
-               --ref assets/dog.jpg "scene.png,object.png" \
-               --model_path microsoft/Mage-Flow-Edit --max_size 1024 --out ./outputs
-```
-
-> `--height`/`--width` accept **one value** (applied to every prompt) or **one value per prompt** for mixed resolutions. Any per-prompt shape (multiple of 16, native `512`–`2048`) is allowed — all samples pack into a single varlen forward per denoise step.
-
 ### Gradio app
 
 ```bash