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README.md
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---
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base_model: meta-llama/Llama-3.2-1B-Instruct
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datasets:
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- AvaLovelace/
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language:
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- en
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library_name: peft
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pipeline_tag: text-to-3d
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---
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# Model Card for
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These are the model weights for
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This model was fine-tuned from [meta-llama/Llama-3.2-1B-Instruct](https://huggingface.co/meta-llama/Llama-3.2-1B-Instruct).
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## Model Details
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- **Language(s):** English
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- **License:** MIT
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- **Finetuned from model:** [meta-llama/Llama-3.2-1B-Instruct](https://huggingface.co/meta-llama/Llama-3.2-1B-Instruct)
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- **Project page:** https://avalovelace1.github.io/
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### Model Sources
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- **Repository:** [AvaLovelace1/
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- **Paper:** [Generating Physically Stable and Buildable LEGO® Designs from Text](https://huggingface.co/papers/2505.05469)
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- **Demo:** [cmu-gil/
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## Limitations
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## How to Get Started with the Model
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See the [GitHub repo](https://github.com/AvaLovelace1/
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## Training Details
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### Training Data
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### Training Procedure
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If you find this model useful for your research, please cite the following work.
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```bibtex
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@article{
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title = {Generating Physically Stable and Buildable LEGO Designs from Text},
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author = {Pun, Ava and Deng, Kangle and Liu, Ruixuan and Ramanan, Deva and Liu, Changliu and Zhu, Jun-Yan},
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journal = {arXiv preprint arXiv:2505.05469},
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---
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base_model: meta-llama/Llama-3.2-1B-Instruct
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datasets:
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- AvaLovelace/StableText2Brick
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language:
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- en
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library_name: peft
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pipeline_tag: text-to-3d
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# Model Card for BrickGPT
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These are the model weights for BrickGPT, the first approach for generating physically stable toy brick models from text prompts, as described in [Generating Physically Stable and Buildable LEGO® Designs from Text](https://huggingface.co/papers/2505.05469).
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This model was fine-tuned from [meta-llama/Llama-3.2-1B-Instruct](https://huggingface.co/meta-llama/Llama-3.2-1B-Instruct).
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## Model Details
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- **Language(s):** English
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- **License:** MIT
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- **Finetuned from model:** [meta-llama/Llama-3.2-1B-Instruct](https://huggingface.co/meta-llama/Llama-3.2-1B-Instruct)
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- **Project page:** https://avalovelace1.github.io/BrickGPT/
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### Model Sources
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- **Repository:** [AvaLovelace1/BrickGPT](https://github.com/AvaLovelace1/BrickGPT)
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- **Paper:** [Generating Physically Stable and Buildable LEGO® Designs from Text](https://huggingface.co/papers/2505.05469)
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- **Demo:** [cmu-gil/BrickGPT-Demo](https://huggingface.co/spaces/cmu-gil/BrickGPT-Demo)
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## Limitations
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## How to Get Started with the Model
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See the [GitHub repo](https://github.com/AvaLovelace1/BrickGPT) for usage examples and an interactive CLI demo.
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## Training Details
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### Training Data
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BrickGPT was trained using [StableText2Brick](https://huggingface.co/datasets/AvaLovelace/StableText2Brick), a dataset of 47k toy brick structures.
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### Training Procedure
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If you find this model useful for your research, please cite the following work.
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```bibtex
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@article{pun2025brickgpt,
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title = {Generating Physically Stable and Buildable LEGO Designs from Text},
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author = {Pun, Ava and Deng, Kangle and Liu, Ruixuan and Ramanan, Deva and Liu, Changliu and Zhu, Jun-Yan},
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journal = {arXiv preprint arXiv:2505.05469},
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