diff --git a/examples/visual_gen/README.md b/examples/visual_gen/README.md
index 13441e485f7e..4cc6af7d5cf8 100644
--- a/examples/visual_gen/README.md
+++ b/examples/visual_gen/README.md
@@ -21,7 +21,7 @@ python models/wan_t2v.py
 python models/ltx2.py
 python models/flux1.py
 python models/flux2.py
-python models/cosmos3_ti2v.py --prompt "A robot arm picks fruit in a grocery store"
+python models/cosmos3/cosmos3.py --prompt "A robot arm picks fruit in a grocery store"
 python models/qwen_image.py
 python models/qwen_image_layered.py --image /path/to/image.png
 python models/qwen_image_edit.py --image /path/to/source.png --prompt "Make the image look like a watercolor painting"
@@ -34,13 +34,13 @@ python models/wan_i2v.py --visual_gen_args configs/wan2.2-i2v-fp4-1gpu.yaml --im
 python models/ltx2.py --visual_gen_args configs/ltx2-1gpu.yaml
 python models/flux1.py --visual_gen_args configs/flux1-dev-fp4-1gpu.yaml
 python models/flux2.py --visual_gen_args configs/flux2-dev-fp4-1gpu.yaml
-python models/cosmos3_ti2v.py --visual_gen_args configs/cosmos3-nano-1gpu.yaml --prompt "A robot arm picks fruit in a grocery store"
+python models/cosmos3/cosmos3.py --visual_gen_args configs/cosmos3-nano-1gpu.yaml --prompt "A robot arm picks fruit in a grocery store"
 python models/qwen_image.py --visual_gen_args configs/qwen-image-fp8-1gpu.yaml
 python models/qwen_image_layered.py --visual_gen_args configs/qwen-image-layered-1gpu.yaml --image /path/to/image.png
-python models/qwen_image_edit.py --visual_gen_args configs/qwen-image-edit-2511-fp4-1gpu.yaml --image /path/to/source.png --prompt "Make the image look like a watercolor painting"
+python models/qwen_image_edit.py --visual_gen_args configs/qwen-image-edit-2511-fp8-1gpu.yaml --image /path/to/source.png --prompt "Make the image look like a watercolor painting"
 python models/hunyuan_t2v.py --visual_gen_args configs/hunyuan-t2v-fp8-1gpu.yaml
 ```
 
 Install deps from the repo root: `pip install -r requirements-dev.txt`.
 
-Output: `.png` for image models; `.mp4` for video models when FFmpeg is installed (otherwise `.avi`).
+Output: `.png` for image models; `.mp4` for video models when FFmpeg is installed (otherwise `.avi`).
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