README.md

---
license: cc-by-nc-4.0
pipeline_tag: image-to-3d
---

# SymTRELLIS

This repository hosts model artifacts for the paper **SymTRELLIS: Symmetry-Enforced Voxel Latents for 3D Generation**.

([arxiv](https://arxiv.org/abs/2606.04108)|[code](https://github.com/symtrellis/SymTRELLIS)|[project](https://symtrellis.github.io)|[Training Data](https://huggingface.co/datasets/symtrellis/SymTRELLIS-Latent-Transform-Pairs)|[Demo](https://huggingface.co/spaces/quantaji/SymTRELLIS))

## Model Zoo

<table>
  <thead>
    <tr>
      <th>Base Model</th>
      <th>Mapper Stage</th>
      <th>Backend</th>
      <th>Train</th>
      <th>Links</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <td rowspan="8">TRELLIS.2</td>
      <td rowspan="4">Sparse Structure</td>
      <td rowspan="2">Neighbor Graph</td>
      <td>Pretrain</td>
      <td>
        <a href="https://huggingface.co/quantaji/SymTRELLIS/blob/main/trellis2/sparse_structure/neighbor_graph/pretrain/config.json">config</a> /
        <a href="https://huggingface.co/quantaji/SymTRELLIS/blob/main/trellis2/sparse_structure/neighbor_graph/pretrain/model.safetensors">weights</a> /
        <a href="https://huggingface.co/quantaji/SymTRELLIS/tensorboard">tensorboard</a>
      </td>
    </tr>
    <tr>
      <td>Finetune</td>
      <td>
        <a href="https://huggingface.co/quantaji/SymTRELLIS/blob/main/trellis2/sparse_structure/neighbor_graph/finetune/config.json">config</a> /
        <a href="https://huggingface.co/quantaji/SymTRELLIS/blob/main/trellis2/sparse_structure/neighbor_graph/finetune/model.safetensors">weights</a> /
        <a href="https://huggingface.co/quantaji/SymTRELLIS/tensorboard">tensorboard</a>
      </td>
    </tr>
    <tr>
      <td rowspan="2">Swin3D</td>
      <td>Pretrain</td>
      <td>
        <a href="https://huggingface.co/quantaji/SymTRELLIS/blob/main/trellis2/sparse_structure/swin3d/pretrain/config.json">config</a> /
        <a href="https://huggingface.co/quantaji/SymTRELLIS/blob/main/trellis2/sparse_structure/swin3d/pretrain/model.safetensors">weights</a> /
        <a href="https://huggingface.co/quantaji/SymTRELLIS/tensorboard">tensorboard</a>
      </td>
    </tr>
    <tr>
      <td>Finetune</td>
      <td>
        <a href="https://huggingface.co/quantaji/SymTRELLIS/blob/main/trellis2/sparse_structure/swin3d/finetune/config.json">config</a> /
        <a href="https://huggingface.co/quantaji/SymTRELLIS/blob/main/trellis2/sparse_structure/swin3d/finetune/model.safetensors">weights</a> /
        <a href="https://huggingface.co/quantaji/SymTRELLIS/tensorboard">tensorboard</a>
      </td>
    </tr>
    <tr>
      <td rowspan="4">Shape</td>
      <td rowspan="2">Neighbor Graph</td>
      <td>Pretrain</td>
      <td>
        <a href="https://huggingface.co/quantaji/SymTRELLIS/blob/main/trellis2/shape/neighbor_graph/pretrain/config.json">config</a> /
        <a href="https://huggingface.co/quantaji/SymTRELLIS/blob/main/trellis2/shape/neighbor_graph/pretrain/model.safetensors">weights</a> /
        <a href="https://huggingface.co/quantaji/SymTRELLIS/tensorboard">tensorboard</a>
      </td>
    </tr>
    <tr>
      <td>Finetune</td>
      <td>-</td>
    </tr>
    <tr>
      <td rowspan="2">Swin3D</td>
      <td>Pretrain</td>
      <td>
        <a href="https://huggingface.co/quantaji/SymTRELLIS/blob/main/trellis2/shape/swin3d/pretrain/config.json">config</a> /
        <a href="https://huggingface.co/quantaji/SymTRELLIS/blob/main/trellis2/shape/swin3d/pretrain/model.safetensors">weights</a> /
        <a href="https://huggingface.co/quantaji/SymTRELLIS/tensorboard">tensorboard</a>
      </td>
    </tr>
    <tr>
      <td>Finetune</td>
      <td>-</td>
    </tr>
    <tr>
      <td rowspan="5">TRELLIS</td>
      <td>Sparse Structure</td>
      <td colspan="3">VAE and Mapper shared with TRELLIS.2</td>
    </tr>
    <tr>
      <td rowspan="4">Shape</td>
      <td rowspan="2">Neighbor Graph</td>
      <td>Pretrain</td>
      <td>-</td>
    </tr>
    <tr>
      <td>Finetune</td>
      <td>-</td>
    </tr>
    <tr>
      <td rowspan="2">Swin3D</td>
      <td>Pretrain</td>
      <td>-</td>
    </tr>
    <tr>
      <td>Finetune</td>
      <td>-</td>
    </tr>
    <tr>
      <td rowspan="4">SAM 3D Objects</td>
      <td rowspan="4">Shape</td>
      <td rowspan="2">Neighbor Graph</td>
      <td>Pretrain</td>
      <td>-</td>
    </tr>
    <tr>
      <td>Finetune</td>
      <td>-</td>
    </tr>
    <tr>
      <td rowspan="2">Swin3D</td>
      <td>Pretrain</td>
      <td>-</td>
    </tr>
    <tr>
      <td>Finetune</td>
      <td>-</td>
    </tr>
  </tbody>
</table>