From 39f2c859b3361aa5e32f398f51a1307f8776835f Mon Sep 17 00:00:00 2001
From: syui <syui@syui.ai>
Date: Sat, 22 Mar 2025 19:08:19 +0900
Subject: [PATCH] fix

---
 book/SUMMARY.md       |  1 +
 book/pwsh/05_aibot.md | 65 +++++++++++++++++++++++++++++++++++++++++++
 book/pwsh/README.md   |  3 ++
 3 files changed, 69 insertions(+)
 create mode 100644 book/pwsh/05_aibot.md

diff --git a/book/SUMMARY.md b/book/SUMMARY.md
index 5a2109a..58864b6 100644
--- a/book/SUMMARY.md
+++ b/book/SUMMARY.md
@@ -11,6 +11,7 @@
  * [ssh](pwsh/02_ssh.md)
  * [ttyd](pwsh/03_ttyd.md)
  * [slidev](pwsh/04_slidev.md)
+ * [aibot](pwsh/05_aibot.md)
 * [game animation sample](gasp/README.md)
  * [キャラクターを追加する](gasp/01_character.md)
  * [飛びつける高さを増やす](gasp/02_jump.md)
diff --git a/book/pwsh/05_aibot.md b/book/pwsh/05_aibot.md
new file mode 100644
index 0000000..dced76e
--- /dev/null
+++ b/book/pwsh/05_aibot.md
@@ -0,0 +1,65 @@
+# aibot
+
+`aibot`の構成です。
+
+- https://git.syui.ai/ai/bot
+
+|title|body|
+|---|---|
+|aibot|ai/bot|
+|server|archlinux|
+|os|ai/os|
+|ai|ai/ai|
+
+```sh
+$ winget install ollama.ollama
+$ ollama server
+$ ollama run llama3.2
+
+$ winget install --id Python.Python.3.11 -e
+$ python --version
+$ python -m venv webui
+$ cd webui
+$ .\Scripts\activate
+$ pip install open-webui
+$ open-webui serve
+
+http://localhost:8080
+```
+
+## LoRA
+
+finetuning
+
+```sh
+$ conda create -n finetuning python=3.11
+$ conda activate finetuning
+$ pip install mlx-lm #apple silicon
+$ ollama run llama3.2
+$ echo "{ \"model\": \"https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct\", \"data\": \"https://github.com/ml-explore/mlx-examples/tree/main/lora/data\" }"|jq .
+$ model=meta-llama/Llama-3.2-3B-Instruct
+$ data=ml-explore/mlx-examples/lora/data
+$ mlx_lm.lora --train --model $model --data $data --batch-size 3
+
+$ ls adapters
+$ vim Modelfile
+FROM llama3.2:3b
+ADAPTER ./adapters
+
+$ ollama create ai -f ./Modelfile
+```
+
+## unsloth
+
+```sh
+$ pip install unsloth
+```
+
+```py
+from unsloth import FastLanguageModel
+
+model, tokenizer = FastLanguageModel.from_pretrained(
+    model_name="Qwen2.5-1.5B",
+    grpo=True
+)
+```
diff --git a/book/pwsh/README.md b/book/pwsh/README.md
index 5007acb..b605c81 100644
--- a/book/pwsh/README.md
+++ b/book/pwsh/README.md
@@ -29,6 +29,8 @@ $ winget install git.git
 |lazygit|https://github.com/jesseduffield/lazygit|jesseduffield.lazygit|
 |node|https://github.com/nodejs/node|openjs.nodejs|
 |nvm|https://github.com/nvm-sh/nvm|coreybutler.nvmforwindows|
+|python|https://github.com/python|python.python.3.11|
+|conda|https://github.com/anaconda|anaconda.miniconda3|
 
 ## その他
 
@@ -42,6 +44,7 @@ $ winget install git.git
 |unity hub|unity.unityhub|
 |godot|godot.godot|
 |obs|obsproject.obsstudio|
+|ollama|ollama.ollama|
 
 ## update