https://linzeyan.github.io/tags/image/Recent content in Image on RickyHugo -- gohugo.ioenSat, 20 Jun 2026 22:55:33 +0800https://linzeyan.github.io/posts/2026/20260620-local-llm-image/Sat, 20 Jun 2026 22:55:33 +0800https://linzeyan.github.io/posts/2026/20260620-local-llm-image/<ul> <li><a href="https://huggingface.co/mlx-community" target="_blank" rel="noopener">https://huggingface.co/mlx-community</a></li> <li><a href="https://github.com/filipstrand/mflux" target="_blank" rel="noopener">https://github.com/filipstrand/mflux</a></li> <li><a href="https://github.com/lpalbou/mlx-gen" target="_blank" rel="noopener">https://github.com/lpalbou/mlx-gen</a></li> <li><a href="https://huggingface.co/AbstractFramework" target="_blank" rel="noopener">https://huggingface.co/AbstractFramework</a></li> </ul> <h4 id="install">Install</h4> <div class="highlight"><pre tabindex="0" style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-shell" data-lang="shell"><span style="display:flex;"><span>uv tool install --upgrade mflux </span></span><span style="display:flex;"><span>uv tool install --upgrade --force mlx-gen </span></span></code></pre></div><h4 id="download-model">Download Model</h4> <div class="highlight"><pre tabindex="0" style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-shell" data-lang="shell"><span style="display:flex;"><span><span style="color:#75715e"># mlx-community/FLUX.2-klein-9B</span> </span></span><span style="display:flex;"><span><span style="color:#75715e"># AbstractFramework/z-image-turbo-8bit</span> </span></span><span style="display:flex;"><span><span style="color:#75715e"># AbstractFramework/qwen-image-edit-2511-8bit</span> </span></span><span style="display:flex;"><span>HF_HUB_DISABLE_XET<span style="color:#f92672">=</span><span style="color:#ae81ff">1</span> hf download mlx-community/FLUX.2-klein-9B --local-dir FLUX.2-klein-9B --max-workers <span style="color:#ae81ff">1</span> </span></span></code></pre></div><h4 id="run">Run</h4> <h5 id="flux2-klein-9b">FLUX.2-klein-9B</h5> <div class="highlight"><pre tabindex="0" style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-shell" data-lang="shell"><span style="display:flex;"><span>mflux-generate-flux2 <span style="color:#ae81ff">\ </span></span></span><span style="display:flex;"><span><span style="color:#ae81ff"></span> --model <span style="color:#e6db74">&#34;/Users/ricky/git/mlx/FLUX.2-klein-9B&#34;</span> <span style="color:#ae81ff">\ </span></span></span><span style="display:flex;"><span><span style="color:#ae81ff"></span> --prompt <span style="color:#e6db74">&#39;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&#39;</span> <span style="color:#ae81ff">\ </span></span></span><span style="display:flex;"><span><span style="color:#ae81ff"></span> --steps <span style="color:#ae81ff">6</span> <span style="color:#ae81ff">\ </span></span></span><span style="display:flex;"><span><span style="color:#ae81ff"></span> --seed <span style="color:#ae81ff">42</span> <span style="color:#ae81ff">\ </span></span></span><span style="display:flex;"><span><span style="color:#ae81ff"></span> --width <span style="color:#ae81ff">1240</span> <span style="color:#ae81ff">\ </span></span></span><span style="display:flex;"><span><span style="color:#ae81ff"></span> --height <span style="color:#ae81ff">1754</span> <span style="color:#ae81ff">\ </span></span></span><span style="display:flex;"><span><span style="color:#ae81ff"></span> --output pics/charmander.png </span></span></code></pre></div><h5 id="z-image-turbo-8bit">z-image-turbo-8bit</h5> <div class="highlight"><pre tabindex="0" style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-shell" data-lang="shell"><span style="display:flex;"><span>mlxgen generate <span style="color:#ae81ff">\ </span></span></span><span style="display:flex;"><span><span style="color:#ae81ff"></span> --model /Users/ricky/git/mlx/z-image-turbo-8bit <span style="color:#ae81ff">\ </span></span></span><span style="display:flex;"><span><span style="color:#ae81ff"></span> --prompt <span style="color:#e6db74">&#39;哆啦Ａ夢使用竹蜻蜓飛在天空中&#39;</span> <span style="color:#ae81ff">\ </span></span></span><span style="display:flex;"><span><span style="color:#ae81ff"></span> --steps <span style="color:#ae81ff">6</span> <span style="color:#ae81ff">\ </span></span></span><span style="display:flex;"><span><span style="color:#ae81ff"></span> --seed <span style="color:#ae81ff">42</span> <span style="color:#ae81ff">\ </span></span></span><span style="display:flex;"><span><span style="color:#ae81ff"></span> --width <span style="color:#ae81ff">1240</span> <span style="color:#ae81ff">\ </span></span></span><span style="display:flex;"><span><span style="color:#ae81ff"></span> --height <span style="color:#ae81ff">1754</span> <span style="color:#ae81ff">\ </span></span></span><span style="display:flex;"><span><span style="color:#ae81ff"></span> --output pics/doramon.png </span></span></code></pre></div><h5 id="qwen-image-edit-2511-8bit">qwen-image-edit-2511-8bit</h5> <div class="highlight"><pre tabindex="0" style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-shell" data-lang="shell"><span style="display:flex;"><span>mlxgen generate <span style="color:#ae81ff">\ </span></span></span><span style="display:flex;"><span><span style="color:#ae81ff"></span> --model /Users/ricky/git/mlx/qwen-image-edit-2511-8bit <span style="color:#ae81ff">\ </span></span></span><span style="display:flex;"><span><span style="color:#ae81ff"></span> --prompt <span style="color:#e6db74">&#39;哆啦Ａ夢使用竹蜻蜓飛在天空中，旁邊有大雄&#39;</span> <span style="color:#ae81ff">\ </span></span></span><span style="display:flex;"><span><span style="color:#ae81ff"></span> --steps <span style="color:#ae81ff">6</span> <span style="color:#ae81ff">\ </span></span></span><span style="display:flex;"><span><span style="color:#ae81ff"></span> --seed <span style="color:#ae81ff">42</span> <span style="color:#ae81ff">\ </span></span></span><span style="display:flex;"><span><span style="color:#ae81ff"></span> --width <span style="color:#ae81ff">1240</span> <span style="color:#ae81ff">\ </span></span></span><span style="display:flex;"><span><span style="color:#ae81ff"></span> --height <span style="color:#ae81ff">1754</span> <span style="color:#ae81ff">\ </span></span></span><span style="display:flex;"><span><span style="color:#ae81ff"></span> --image-path pics/doramon.png <span style="color:#ae81ff">\ </span></span></span><span style="display:flex;"><span><span style="color:#ae81ff"></span> --output pics/doramon1.png </span></span></code></pre></div>