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|os|ai/os|
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|os|ai/os|
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|ai|ai/ai|
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|ai|ai/ai|
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ゲームはatprotoのアカウントを使用するので、testでは[ai.syu.is](https://web.syu.is/profile/ai.syu.is)などを使います。
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```sh
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$ winget install ollama.ollama
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$ ollama server
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$ ollama run llama3.2
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$ winget install --id Python.Python.3.11 -e
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$ python --version
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$ python -m venv webui
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$ cd webui
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$ .\Scripts\activate
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$ pip install open-webui
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$ open-webui serve
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http://localhost:8080
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```
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## LoRA
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finetuning
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```sh
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$ conda create -n finetuning python=3.11
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$ conda activate finetuning
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$ pip install mlx-lm #apple silicon
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$ ollama run llama3.2
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$ 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 .
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$ model=meta-llama/Llama-3.2-3B-Instruct
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$ data=ml-explore/mlx-examples/lora/data
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$ mlx_lm.lora --train --model $model --data $data --batch-size 3
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$ ls adapters
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$ vim Modelfile
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FROM llama3.2:3b
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ADAPTER ./adapters
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$ ollama create ai -f ./Modelfile
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```
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## unsloth
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```sh
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$ pip install unsloth
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```
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```py
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from unsloth import FastLanguageModel
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model, tokenizer = FastLanguageModel.from_pretrained(
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model_name="Qwen2.5-1.5B",
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grpo=True
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)
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```
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@ -29,7 +29,7 @@ $ winget install git.git
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|lazygit|https://github.com/jesseduffield/lazygit|jesseduffield.lazygit|
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|lazygit|https://github.com/jesseduffield/lazygit|jesseduffield.lazygit|
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|node|https://github.com/nodejs/node|openjs.nodejs|
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|node|https://github.com/nodejs/node|openjs.nodejs|
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|nvm|https://github.com/nvm-sh/nvm|coreybutler.nvmforwindows|
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|nvm|https://github.com/nvm-sh/nvm|coreybutler.nvmforwindows|
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|python|https://github.com/python|python.python.3.11|
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|python|https://github.com/python|python.python.3.12|
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|conda|https://github.com/anaconda|anaconda.miniconda3|
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|conda|https://github.com/anaconda|anaconda.miniconda3|
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## その他
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## その他
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