diff --git a/README.md b/README.md
index 1dd7a81..3c72256 100644
--- a/README.md
+++ b/README.md
@@ -68,6 +68,10 @@ First SDXL Tutorial: [First Ever SDXL Training With Kohya LoRA - Stable Diffusio
 
 [![First Ever SDXL Training With Kohya LoRA - Stable Diffusion XL Training Will Replace Older Models](https://cdn-uploads.huggingface.co/production/uploads/6345bd89fe134dfd7a0dba40/mG0CvKAzb8o29nr5ye0Br.png)](https://youtu.be/AY6DMBCIZ3A)
 
+[**Become A Master Of SDXL Training With Kohya SS LoRAs - Combine Power Of Automatic1111 & SDXL LoRAs**](https://youtu.be/sBFGitIvD2A)
+
+[![image](https://cdn-uploads.huggingface.co/production/uploads/6345bd89fe134dfd7a0dba40/rXbRquLxFaDGaGlkl-SUp.png)](https://youtu.be/sBFGitIvD2A)
+
 ### About SDXL training
 
 The feature of SDXL training is now available in sdxl branch as an experimental feature. 
@@ -506,4 +510,7 @@ If you come across a `FileNotFoundError`, it is likely due to an installation is
 ## Change History
 
 * 2023/08/05 (v21.8.8)
-  - Fix issue with aiofiles: https://github.com/bmaltais/kohya_ss/issues/1359
\ No newline at end of file
+  - Fix issue with aiofiles: https://github.com/bmaltais/kohya_ss/issues/1359
+* 2023/08/05 (v21.8.7)
+  - Add manual captioning option. Thanks to https://github.com/channelcat for this great contribution. (https://github.com/bmaltais/kohya_ss/pull/1352)
+  - Added support for `v_pred_like_loss` to the advanced training tab
diff --git a/setup/setup_windows.py b/setup/setup_windows.py
index 33ee908..411e83c 100644
--- a/setup/setup_windows.py
+++ b/setup/setup_windows.py
@@ -155,8 +155,8 @@ def install_bitsandbytes_0_35_0():
     sync_bits_and_bytes_files()
 
 def install_bitsandbytes_0_40_1():
-    log.info('Installing bitsandbytes 0.41.1...')
-    setup_common.install('--upgrade https://github.com/jllllll/bitsandbytes-windows-webui/releases/download/wheels/bitsandbytes-0.40.1-py3-none-win_amd64.whl', 'bitsandbytes 0.40.1', reinstall=True)
+    log.info('Installing bitsandbytes 0.40.1...')
+    setup_common.install('--upgrade https://github.com/jllllll/bitsandbytes-windows-webui/releases/download/wheels/bitsandbytes-0.40.1.post1-py3-none-win_amd64.whl', 'bitsandbytes 0.40.1', reinstall=True)
 
 def install_bitsandbytes_0_41_1():
     log.info('Installing bitsandbytes 0.41.1...')