Originally posted to <a target="_blank" rel="ugc" href="https://huggingface.co/black-forest-labs/FLUX.1-Depth-dev-lora">Huggingface</a>.Full <a target="_blank" rel="ugc" href="https://education.civitai.com/quickstart-guide-to-flux-1/#flux-tools">Flux Tools Guide</a>, including example workflows, live now!If you're looking to get started using Flux, <a target="_blank" rel="ugc" href="https://education.civitai.com/quickstart-guide-to-flux-1/">check out our Guide here</a>.<code>FLUX.1 Depth [dev] LoRA</code> is a LoRA extracted from FLUX.1 Depth [dev], a 12 billion parameter rectified flow transformer capable of generating an image based on a text description while following the structure of a given input image. For more information, please read our <a target="_blank" rel="ugc" href="https://blackforestlabs.ai/flux-1-tools/">blog post</a>. The LoRA is applicable to FLUX.1 [dev].<h2 id="key-features-1r45dtnd7">Key Features</h2><ol><li>Cutting-edge output quality.</li><li>It blends impressive prompt adherence with maintaining the structure of source images based on depth maps.</li><li>Trained using guidance distillation, making <code>FLUX.1 Depth [dev] LoRA</code> more efficient.</li><li>Open weights to drive new scientific research, and empower artists to develop innovative workflows.</li><li>Generated outputs can be used for personal, scientific, and commercial purposes as described in the <code>FLUX.1 [dev]</code> Non-Commercial License.</li></ol><h2 id="usage-vhpedl85m">Usage</h2>We provide a reference implementation of <code>FLUX.1 Depth [dev]</code>, as well as sampling code, in a dedicated <a target="_blank" rel="ugc" href="https://github.com/black-forest-labs/flux">github repository</a>. Developers and creatives looking to build on top of <code>FLUX.1 Depth [dev]</code> are encouraged to use this as a starting point.

Flux Tools - Depth LoRA

flux1-depth-dev-lora.safetensors

Depth-dev-lora

Workflow

<a target="_blank" rel="ugc" href="https://cdn-uploads.huggingface.co/production/uploads/61fc209cef99814f1705e934/kiqWwCOeLkzreoK0NqBVD.png"><img src="https://cdn-uploads.huggingface.co/production/uploads/61fc209cef99814f1705e934/kiqWwCOeLkzreoK0NqBVD.png" alt="image/png" /></a><code>FLUX.1 Depth [dev] LoRA</code> is a LoRA extracted from <a target="_blank" rel="ugc" href="https://huggingface.co/black-forest-labs/FLUX.1-Depth-dev">FLUX.1 Depth [dev]</a>, a 12 billion parameter rectified flow transformer capable of generating an image based on a text description while following the structure of a given input image. For more information, please read our <a target="_blank" rel="ugc" href="https://blackforestlabs.ai/flux-1-tools/">blog post</a>. The LoRA is applicable to <a target="_blank" rel="ugc" href="https://huggingface.co/black-forest-labs/FLUX.1-dev">FLUX.1 [dev]</a>.<h1 id="key-features-qk8umqyzi">Key Features</h1><ol><li>Cutting-edge output quality.</li><li>It blends impressive prompt adherence with maintaining the structure of source images based on depth maps.</li><li>Trained using guidance distillation, making <code>FLUX.1 Depth [dev] LoRA</code> more efficient.</li><li>Open weights to drive new scientific research, and empower artists to develop innovative workflows.</li><li>Generated outputs can be used for personal, scientific, and commercial purposes as described in the <code>FLUX.1 [dev]</code> Non-Commercial License.</li></ol><h1 id="usage-artp4zk40">Usage</h1>We provide a reference implementation of <code>FLUX.1 Depth [dev]</code>, as well as sampling code, in a dedicated <a target="_blank" rel="ugc" href="https://github.com/black-forest-labs/flux">github repository</a>. Developers and creatives looking to build on top of <code>FLUX.1 Depth [dev]</code> are encouraged to use this as a starting point.<h2 id="api-endpoints-sxws1ds7e">API Endpoints</h2><code>FLUX.1 Depth [pro]</code> is available in our API <a target="_blank" rel="ugc" href="http://bfl.ml">bfl.ml</a><hr /><h1 id="limitations-a3siiqb2n">Limitations</h1><ul><li>This model is not intended or able to provide factual information.</li><li>As a statistical model this checkpoint might amplify existing societal biases.</li><li>The model may fail to generate output that matches the prompts.</li><li>Prompt following is heavily influenced by the prompting-style.</li></ul><h1 id="out-of-scope-use-tbxgjwe0y">Out-of-Scope Use</h1>The model and its derivatives may not be used<ul><li>In any way that violates any applicable national, federal, state, local or international law or regulation.</li><li>For the purpose of exploiting, harming or attempting to exploit or harm minors in any way; including but not limited to the solicitation, creation, acquisition, or dissemination of child exploitative content.</li><li>To generate or disseminate verifiably false information and/or content with the purpose of harming others.</li><li>To generate or disseminate personal identifiable information that can be used to harm an individual.</li><li>To harass, abuse, threaten, stalk, or bully individuals or groups of individuals.</li><li>To create non-consensual nudity or illegal pornographic content.</li><li>For fully automated decision making that adversely impacts an individual's legal rights or otherwise creates or modifies a binding, enforceable obligation.</li><li>Generating or facilitating large-scale disinformation campaigns.</li></ul><h1 id="license-a8gornnkd">License</h1>This model falls under the <code>FLUX.1 [dev]</code> Non-Commercial License.Cách sử dụng:<ul><li>•Sampling method: Euler</li><li>•Schedule type: Simple</li><li>•Sampling steps: 30</li><li>Weight: 0.8 - 1.2. Best: 0.8</li></ul>Instructions for use:<ul><li>•Sampling method: Euler a</li><li>•Schedule type: Simple</li><li>•Sampling steps: 30</li><li>Weight: 0.8 - 1.2. Best: 0.8</li></ul>In the prompt, you should use the word: Woman using the word Girl will create many body anatomy errors.<s>0-0-0-0-0-0-0-0-0-0-0-0</s>Actually, you will not need the activation keyword for it to work, but you can add it to make Flux understand faster and give better results. ⚡Note: It works well with FLUX.1-Turbo-Alpha, LORA human face. 👤✨<img src="https://models-online-persist.shakker.cloud/img/c7d573e4c3d24f97bc7b6c9b5c950091/91665a2d7674a2db4d6181122f9ffde291daf229d8d776e49d4584895d189263.png?x-oss-process=image/resize,w_1290,m_lfit/format,webp" alt />Useful and FREE resources:❤️Free server to make art with Flux: <a target="_blank" rel="ugc" href="https://www.shakker.ai/userpage/c7d573e4c3d24f97bc7b6c9b5c950091/publish?sourceId=002720">Shakker</a>✨ More FLUX LORA? List and detailed description of each LORA I implement here: <a target="_blank" rel="ugc" href="https://maitruclam.com/lora">https://maitruclam.com/lora</a>🆕 First time using FLUX? Explanation and tutorial with A1111 forge offline and Comfy UI here: <a target="_blank" rel="ugc" href="https://maitruclam.com/flux-ai-la-gi/">https://maitruclam.com/flux-ai-la-gi/</a>🛠️ How to train your LORA with Flux? My detailed instructions are here: <a target="_blank" rel="ugc" href="https://maitruclam.com/training-flux/">https://maitruclam.com/training-flux/</a>❤️ Donate me (I would be really surprised if you did that! 😄): <a target="_blank" rel="ugc" href="https://maitruclam.com/donate">https://maitruclam.com/donate</a>Find me / Contact for work on:📱 Facebook: @maitruclam4real💬 Discord: @maitruclam🌐 Web: <a target="_blank" rel="ugc" href="http://maitruclam.com">maitruclam.com</a>

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