FrozenBurning
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---
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license: apache-2.0
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pipeline_tag: text-to-3d
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tags:
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- text-to-3d
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- image-to-3d
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---
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# 3DTopia-XL
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This repo contains the pretrained weights for *3DTopia-XL: Scaling High-quality 3D Asset Generation via Primitive Diffusion*.
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### [Project Page]() | [Arxiv](https://arxiv.org/abs/xxxx.xxxxx) | [Weights](https://huggingface.co/FrozenBurning/3DTopia-XL)
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## Introduction
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3DTopia-XL scales high-quality 3D asset generation using Diffusion Transformer (DiT) built upon an expressive and efficient 3D representation, **PrimX**. The denoising process takes 5 seconds to generate a 3D PBR asset from text/image input which is ready for the graphics pipeline to use.
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<video controls autoplay src="https://cdn-uploads.huggingface.co/production/uploads/62fc8cf7ee999004b5a8b982/f1F1He3lqsBeRq38sX8ev.mp4"></video>
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## Model Details
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The model is trained on a ~256K subset of [Objaverse](https://huggingface.co/datasets/allenai/objaverse).
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For more details, please refer to our paper.
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## Usage
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To download the model:
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```python
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from huggingface_hub import hf_hub_download
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ckpt_path = hf_hub_download(repo_id="frozenburning/3DTopia-XL", filename="model_sview_dit_fp16.pt")
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vae_ckpt_path = hf_hub_download(repo_id="frozenburning/3DTopia-XL", filename="model_vae_fp16.pt")
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```
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Please refer to our [repo](https://github.com/3DTopia/3DTopia-XL) for more details on loading and inference.
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