LLM on Ricky

Local LLM on MacBookPro - Image

Sat, 20 Jun 2026 22:55:33 +0800

Install

uv tool install --upgrade mflux
uv tool install --upgrade --force mlx-gen

Download Model

# mlx-community/FLUX.2-klein-9B
# AbstractFramework/z-image-turbo-8bit
# AbstractFramework/qwen-image-edit-2511-8bit
HF_HUB_DISABLE_XET=1 hf download mlx-community/FLUX.2-klein-9B --local-dir FLUX.2-klein-9B --max-workers 1

Run

FLUX.2-klein-9B

mflux-generate-flux2 \
 --model "/Users/ricky/git/mlx/FLUX.2-klein-9B" \
 --prompt 'Charmander from Pokemon, a specific Nintendo character, iconic appearance, very clean large eyes, friendly wide smile, smooth round belly, long distinct tail with simple flame outlines' \
 --steps 6 \
 --seed 42 \
 --width 1240 \
 --height 1754 \
 --output pics/charmander.png

z-image-turbo-8bit

mlxgen generate \
 --model /Users/ricky/git/mlx/z-image-turbo-8bit \
 --prompt '哆啦Ａ夢使用竹蜻蜓飛在天空中' \
 --steps 6 \
 --seed 42 \
 --width 1240 \
 --height 1754 \
 --output pics/doramon.png

qwen-image-edit-2511-8bit

mlxgen generate \
 --model /Users/ricky/git/mlx/qwen-image-edit-2511-8bit \
 --prompt '哆啦Ａ夢使用竹蜻蜓飛在天空中，旁邊有大雄' \
 --steps 6 \
 --seed 42 \
 --width 1240 \
 --height 1754 \
 --image-path pics/doramon.png \
 --output pics/doramon1.png

Articles

Wed, 03 Jun 2026 10:07:17 +0800

https://medium.com/@0050211
精通比特幣
https://virtualosmuseum.org/
mathematical playground
台灣資料的 MCP Hub
幼園通：幼兒園地圖查詢系統
Github
Tool
- ec2instances.info
- https://imagefree.net/zh-Hant
Article
免費 3D 列印模型網站
- MakerWorld: Bambu Lab 官方模型平台。很多模型已經附好列印參數（3MF），下載後可直接列印。適合新手。
- Printables: Prusa 官方社群平台。高品質免費模型很多，分類清楚。實用工具、收納、機械零件特別豐富。
- Thingiverse: 歷史最悠久的 3D 模型網站之一。免費模型數量非常大。
- Thangs: 兼具模型搜尋引擎與模型平台。可以搜尋多個模型網站的內容。有免費也有付費模型。
- Cults3D: 設計師作品較多。公仔、模型、Cosplay 道具品質高。付費模型比例較高，但也有免費下載區。

XDG Base Directory Spec

Category	Environment Variable	Default Value	FHS Approximation
Configuration	$XDG_CONFIG_HOME	$HOME/.config	/etc
Data	$XDG_DATA_HOME	$HOME/.local/share	/usr/share
State	$XDG_STATE_HOME	$HOME/.local/state	/var/lib
Cache	$XDG_CACHE_HOME	$HOME/.cache	/var/cache

package main
import (
 "os"
 "fmt"
 "log"
 "path/filepath"
)

func getConfigDir() (string, error) {
 configDir := os.Getenv("XDG_CONFIG_HOME")

 // If the value of the environment variable is unset, empty, or not an absolute path, use the default
 if configDir == "" || configDir[0:1] != "/" {
 homeDir, err := os.UserHomeDir()
 if err != nil {
 return "", err
 }
 return filepath.Join(homeDir, ".config", "my-application-name"), nil
 }

 // The value of the environment variable is valid; use it
 return filepath.Join(configDir, "my-application-name"), nil
}

func main() {
 config_dir, err := getConfigDir()
 if err != nil {
 panic(err)
 }

 fmt.Println(config_dir)
}

whichllm

uvx whichllm@latest

Local LLM on MacBookPro

Mon, 01 Jun 2026 10:58:17 +0800

Install

# install hf
uv tool install "huggingface_hub" --with hf-xet --upgrade
hf auth login
hf auth whoami

# install mlx_lm
uv tool install --force \
 --from 'git+https://github.com/ml-explore/mlx-lm.git@refs/pull/1192/head' mlx-lm \
 --with 'transformers @ git+https://github.com/huggingface/transformers.git'

# install mlx-openai-server
uv pip install git+https://github.com/cubist38/mlx-openai-server.git --system

# install [litellm](https://github.com/BerriAI/litellm)
uv tool install 'litellm[proxy]'

# install [claw-code](https://github.com/ultraworkers/claw-code)
cargo install agent-code

Download Model

HF_HUB_DISABLE_XET=1 hf download mlx-community/DeepSeek-V4-Flash-4bit \
 --local-dir deepseekV4 --repo-type model

Run Server

mlx_lm.server --model /Users/ricky/git/mlx/deepseekV4 --port 8080

Articles

Thu, 30 Apr 2026 11:46:57 +0800

MAD Bugs: “cat readme.txt” is not safe in iTerm2

The core bug

The bug is a trust failure. iTerm2 accepts the SSH conductor protocol from terminal output that is not actually coming from a trusted, real conductor session. In other words, untrusted terminal output can impersonate the remote conductor.

把你的程式碼庫轉成單一的 LLM 提示詞。

Thu, 11 Dec 2025 13:16:46 +0800

把你的程式碼庫轉成單一的 LLM 提示詞。

LLMs Hackmd Docs

Fri, 10 May 2024 10:08:00 +0800

LM STUDIO
chromadb/chroma
ollama/ollama
mintplexlabs/anythingllm

LLM 視覺化

Sun, 21 Jan 2024 12:40:00 +0800