From 2aef2872fb7afe4b1ab37a0bea0e8974f7207f9e Mon Sep 17 00:00:00 2001
From: Kohya S <ykumeykume@gmail.com>
Date: Tue, 14 Feb 2023 21:28:34 +0900
Subject: [PATCH] update readme

---
 README.md | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/README.md b/README.md
index 30921b26..a390f49e 100644
--- a/README.md
+++ b/README.md
@@ -124,6 +124,20 @@ The majority of scripts is licensed under ASL 2.0 (including codes from Diffuser
 
 ## Change History
 
+- 14 Feb. 2023, 2023/2/14:
+  - Add support with multi-gpu trainining for ``train_newtork.py``. Thanks to Isotr0py!
+  - Add ``--verbose`` option for ``resize_lora.py``. For details, see [this PR](./pull/179). Thanks to mgz-dev!
+  - Git commit hash is added to the metadata for LoRA. Thanks to space-nuko!
+  - Add ``--noise_offset`` option for each traing scripts. 
+    - Implementation of https://www.crosslabs.org//blog/diffusion-with-offset-noise 
+    - This option may improve ability to generate darker/lighter images. May work with LoRA.
+  - ``train_newtork.py``でマルチGPU学習をサポートしました。Isotr0py氏に感謝します。
+  - ``--verbose``オプションを ``resize_lora.py`` に追加しました。表示される情報の詳細は [こちらのPR](./pull/179) をご参照ください。mgz-dev氏に感謝します。
+  - LoRAのメタデータにgitのcommit hashを追加しました。space-nuko氏に感謝します。
+  - ``--noise_offset`` オプションを各学習スクリプトに追加しました。
+    - こちらの記事の実装になります: https://www.crosslabs.org//blog/diffusion-with-offset-noise 
+    - 全体的に暗い、明るい画像の生成結果が良くなる可能性があるようです。LoRA学習でも有効なようです。
+
 - 11 Feb. 2023, 2023/2/11:
   - ``lora_interrogator.py`` is added in ``networks`` folder. See ``python networks\lora_interrogator.py -h`` for usage.
     - For LoRAs where the activation word is unknown, this script compares the output of Text Encoder after applying LoRA to that of unapplied to find out which token is affected by LoRA. Hopefully you can figure out the activation word. LoRA trained with captions does not seem to be able to interrogate.