diff --git a/docs/sd_demo.rst b/docs/sd_demo.rst
index 40f546e1..a3b53577 100644
--- a/docs/sd_demo.rst
+++ b/docs/sd_demo.rst
@@ -2,9 +2,9 @@
 Stable Diffusion Demo
 #######################
 
-Ryzen AI 1.5 provides preview demos of Stable Diffusion image-generation pipelines. The demos cover Image-to-Image and Text-to-Image using SD 1.5, SD 2.1-base, SD-Turbo, SDXL-Turbo and SD 3.0. 
+Ryzen AI 1.6 provides preview demos of Stable Diffusion image-generation pipelines. The demos cover Image-to-Image and Text-to-Image using SD 1.5, SD 2.1-base, SD 2.1, SDXL-base-1.0, SD-Turbo, SDXL-Turbo, SD 3.0 and SD3.5. 
 
-The models for SD 1.5, SD 2.1-base, SD-Turbo, SDXL-Turbo are available for public download. The SD 3.0 models are only available to confirmed Stability AI licensees.
+The models for SD 1.5, SD 2.1-base, SD 2.1, SDXL-base-1.0, SD-Turbo, SDXL-Turbo are available for public download. The SD3.0 / SD3.5 models are only available to confirmed Stability AI licensees.
 
 NOTE: Preview features are features which are still undergoing some optimization and fine-tuning. These features are not in their final form and may change as we continue to work in order to mature them into full-fledged features.
 
@@ -19,29 +19,32 @@ Installation Steps
 
 .. code-block:: 
 
-  xcopy /I /E "C:\Program Files\RyzenAI\1.5.0\GenAI-SD" C:\Temp\GenAI-SD
+  xcopy /I /E "C:\Program Files\RyzenAI\1.6.0\GenAI-SD" C:\Temp\GenAI-SD
   cd C:\Temp\GenAI-SD
 
-3. Create a Conda environment for the Stable Diffusion demo packages:
+3. Activate the Conda environment for the Stable Diffusion demo packages:
 
 .. code-block:: 
 
-  conda update -n base -c defaults conda
-  conda env create --file=env.yaml
+  conda activate ryzen-ai-1.6.0
+  conda env update -f rai_env_update.yaml
 
 4. Download the Stable Diffusion models: 
 
-   - :download:`GenAI-SD-models-v0613-v0711.zip <https://account.amd.com/en/forms/downloads/ryzen-ai-software-platform-xef.html?filename=GenAI-SD-models-v0613-v0711.zip>`
-   - :download:`GenAI-SDXL-turbo-models-v0613-v0711.zip <https://account.amd.com/en/forms/downloads/ryzen-ai-software-platform-xef.html?filename=GenAI-SDXL-turbo-models-v0613-v0711.zip>`
+   - :download:`GenAI-SD-models-v0927.zip <https://amdcloud-my.sharepoint.com/:u:/r/personal/chuanlia_amd_com/Documents/sd3_release/sd_release_zip_file/RAI1.6-py312-v0927/GenAI-SD-models-v0927.zip?csf=1&web=1&e=cyFeEg>`
+   - :download:`GenAI-SDXL-models-v0927.zip <https://amdcloud-my.sharepoint.com/:u:/r/personal/chuanlia_amd_com/Documents/sd3_release/sd_release_zip_file/RAI1.6-py312-v0927/GenAI-SDXL-models-v0927.zip?csf=1&web=1&e=9bPRpz>`
 
 5. Extract the downloaded zip files and copy the models in the ``GenAI-SD\models`` folder. After installing all the models, the ``GenAI-SD\models`` folder should contain the following subfolders:
 
+   - sd15   
    - sd15_controlnet
-   - sd_15
    - sd_21_base
+   - sd-2.1-v
    - sd_turbo
+   - sd_turbo_bs1
    - sdxl_turbo
-
+   - sdxl_turbo_bs1
+   - sdxl-base-1.0
 
 ******************
 Running the Demos
@@ -49,7 +52,7 @@ Running the Demos
 
 Activate the conda environment::
 
-  conda activate ryzenai-stable-diffusion
+  conda activate ryzen-ai-1.6.0
 
 Optionally, set the NPU to high performance mode to maximize performance::
 
@@ -67,7 +70,7 @@ To run the demo, navigate to the ``GenAI-SD\test`` directory and run the followi
 
 .. code-block:: 
 
-    python .\run_sd15_controlnet.py
+    python .\run_sd15_controlnet.py --model_id 'stable-diffusion-v1-5' --model_path ..\models\sd15_controlnet\
 
 The demo script uses a predefined prompt and ``ref\control.png`` as the control image. The output image and control image are saved in the ``generated_images`` folder.
 
@@ -79,17 +82,21 @@ The control image can be modified and custom prompts can be provided with the ``
 Text-to-Image
 =============
 
-The text-to-image generates images based on text prompts. This demo supports SD 1.5 (512x512), SD 2.1-base (768x768), SD-Turbo (512x512) and SDXL-Turbo (512x512).
+The text-to-image generates images based on text prompts. This demo supports SD 1.5 (512x512), SD 2.1-base (512x512), SD 2.1 (768x768), SDXL-base (1024x1024), SD-Turbo (512x512) and SDXL-Turbo (512x512).
 
 To run the demo, navigate to the ``GenAI-SD\test`` directory and run the following commands to run with each of the supported models:
 
 .. code-block:: 
 
-  python run_sd.py    --model_id 'stable-diffusion-v1-5/stable-diffusion-v1-5' --model_path ..\models\sd_15
+  python run_sd.py    --model_id 'stable-diffusion-v1-5/stable-diffusion-v1-5' --model_path ..\models\sd15\
   python run_sd.py    --model_id 'stabilityai/stable-diffusion-2-1-base' --model_path ..\models\sd_21_base
+  python run_sd.py    --model_id 'stabilityai/stable-diffusion-2-1' --model_path ..\models\sd-2.1-v\
   python run_sd.py    --model_id 'stabilityai/sd-turbo' --model_path ..\models\sd_turbo
+  python run_sd.py    --model_id 'stabilityai/sd-turbo' --model_path ..\models\sd_turbo_bs1 --num_images_per_prompt 1
   python run_sd_xl.py --model_id 'stabilityai/sdxl-turbo' --model_path ..\models\sdxl_turbo
-
+  python run_sd_xl.py --model_id 'stabilityai/sdxl-turbo' --model_path ..\models\sdxl_turbo_bs1 --num_images_per_prompt 1
+  python run_sd_xl.py --model_id 'stabilityai/stable-diffusion-xl-base-1.0'  --model_path ..\models\sdxl-base-1.0\
+  
 
 The demo script uses a predefined prompt for each of the models. The output images are saved in the ``generated_images`` folder. 
 
@@ -115,7 +122,7 @@ Custom prompts can be provided with the ``--prompt`` option. For instance::
 
 .. .. code-block:: 
 
-..   conda activate ryzen-ai-1.5.0
+..   conda activate ryzen-ai-1.6.0
 
 .. 3. Copy the GenAI-SD folder from the RyzenAI installation tree to your working area, and then go to the copied folder. For instance:
 
@@ -129,6 +136,4 @@ Custom prompts can be provided with the ``--prompt`` option. For instance::
 .. .. code-block:: 
 
 ..   conda env update -f rai_env_update.yaml
-..   pip install "%RYZEN_AI_INSTALLATION_PATH%\atom-1.0-cp310-cp310-win_amd64.whl"
-..   pip install opencv-python==4.11.0.86
-..   pip install accelerate==0.32.0
+..   pip install "%RYZEN_AI_INSTALLATION_PATH%\atom-1.0-cp312-cp312-win_amd64.whl"