Add model card for Parcae-large-770m
Browse filesThis PR adds a comprehensive model card for the Parcae-large-770m model.
- It includes the `pipeline_tag: text-generation` metadata.
- It provides links to the paper "[Parcae: Scaling Laws For Stable Looped Language Models](https://arxiv.org/abs/2604.12946)", the official GitHub repository, and the project page.
- It includes installation and sample usage instructions based on the official repository.
- It provides architectural details for the 770M variant.
README.md
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---
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pipeline_tag: text-generation
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---
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# Parcae-Large-770M
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Parcae is a novel stable, looped architecture that addresses instability issues in prior looped language models by recasting looping as a nonlinear time-variant dynamical system over the residual stream. This specific checkpoint is the 770M parameter version, trained on the FineWeb-Edu dataset.
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- **Paper:** [Parcae: Scaling Laws For Stable Looped Language Models](https://arxiv.org/abs/2604.12946)
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- **Repository:** [https://github.com/sandyresearch/parcae](https://github.com/sandyresearch/parcae)
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- **Project Page:** [https://sandyresearch.github.io/parcae/](https://sandyresearch.github.io/parcae/)
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## Installation
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To use this model, you can install the official package:
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```bash
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pip install parcae-lm
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```
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## Usage
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You can load the pretrained weights and instantiate the model using the following code:
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```python
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import parcae_lm
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# Load the pretrained model from HuggingFace
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model = parcae_lm.from_pretrained("SandyResearch/parcae-large-770m")
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```
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## Model Details
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This model variant has the following configuration:
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| Model | Parameters | Prelude Layers | Core Layers | Coda Layers | Model Dim | Default Recurrence |
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|-------|-----------|---------|------|------|-----------|------------|
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| Parcae-770M | 770M | 6 | 6 | 6 | 1280 | 8 |
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## Citation
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```bibtex
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@misc{prairie2026parcaescalinglawsstable,
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title={Parcae: Scaling Laws For Stable Looped Language Models},
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author={Hayden Prairie and Zachary Novack and Taylor Berg-Kirkpatrick and Daniel Y. Fu},
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year={2026},
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eprint={2604.12946},
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archivePrefix={arXiv},
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primaryClass={cs.LG},
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url={https://arxiv.org/abs/2604.12946},
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}
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```
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