---
title: lingbotworld
---

<div class="python-reference">

<a id="fastvideo.models.dits.lingbotworld"></a>

<h2 id="fastvideo.models.dits.lingbotworld.LingBotWorldTransformer3DModel"><code>fastvideo.models.dits.lingbotworld.LingBotWorldTransformer3DModel</code></h2>
<pre class="doc-signature"><code>LingBotWorldTransformer3DModel(config: LingBotWorldVideoConfig, hf_config: dict&#91;str, Any&#93;)</code></pre>


<h3 id="fastvideo.models.dits.lingbotworld.LingBotWorldTransformer3DModel.forward"><code>fastvideo.models.dits.lingbotworld.LingBotWorldTransformer3DModel.forward</code></h3>
<pre class="doc-signature"><code>forward(hidden_states: torch.Tensor, encoder_hidden_states: torch.Tensor | list&#91;torch.Tensor&#93;, timestep: torch.LongTensor, encoder_hidden_states_image: torch.Tensor | list&#91;torch.Tensor&#93; | None = None, guidance = None, c2ws_plucker_emb: torch.Tensor | None = None, **kwargs) -&gt; torch.Tensor</code></pre>

</div>

<h2>Submodules</h2>
<ul>
<li><a href="/FastVideo/api/fastvideo/models/dits/lingbotworld/cam_utils">cam_utils</a></li>
<li><a href="/FastVideo/api/fastvideo/models/dits/lingbotworld/model">model</a></li>
</ul>