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Inference code for the paper "Spirit-LM Interleaved Spoken and Written Language Model".
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| 2026-07-31 | 929 |
| 2026-08-03 | 929 |
| 2026-08-06 | 929 |
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# Meta Spirit LM: Interleaved Spoken and Written Language Model
This repository contains the model weights, inference code and evaluation scripts for the Spirit LM [paper](https://arxiv.org/pdf/2402.05755.pdf). You can find more generation samples on our [demo page](https://speechbot.github.io/spiritlm/).
## Spirit LM Model Overview
<img src="assets/spiritlm_overview.png">
## Installation Setup
### Conda
```
conda env create -f env.yml
pip install -e '.[eval]'
```
### Pip
```
pip install -e '.[eval]'
```
### Dev
(Optionally, use only if you want to run the tests.)
```
pip install -e '.[dev]'
```
## Checkpoints Setup
See [checkpoints/README.md](checkpoints/README.md)
## Quick Start
### Speech Tokenization
See [spiritlm/speech_tokenizer/README.md](spiritlm/speech_tokenizer/README.md)
### Spirit LM Generation
See [spiritlm/model/README.md](spiritlm/model/README.md)
### Speech-Text Sentiment Preservation benchmark (STSP)
See [spiritlm/eval/README.md](spiritlm/eval/README.md)
## Model Card
More details of the model can be found in [MODEL_CARD.md](MODEL_CARD.md).
## License
The present code is provided under the **FAIR Noncommercial Research License** found in [LICENSE](LICENSE).
## Citation
```
@misc{nguyen2024spiritlminterleavedspokenwritten,
title={SpiRit-LM: Interleaved Spoken and Written Language Model},
author={Tu Anh Nguyen and Benjamin Muller and Bokai Yu and Marta R. Costa-jussa and Maha Elbayad and Sravya Popuri and Paul-Ambroise Duquenne and Robin Algayres and Ruslan Mavlyutov and Itai Gat and Gabriel Synnaeve and Juan Pino and Benoit Sagot and Emmanuel Dupoux},
year={2024},
eprint={2402.05755},
archivePrefix={arXiv},
primaryClass={cs.CL},
url={https://arxiv.org/abs/2402.05755},
}
```
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Ikko Eltociear Ashimine · Japan
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:9969823e7ee57a8a, llm:Repository description: 'Inference code for the paper "Spirit-LM Interleaved Spoken and Written Language Model"' (facebookresearch/spiritlm).
matched fp:9969823e7ee57a8a, llm:Repository description: 'Inference code for the paper "Spirit-LM Interleaved Spoken and Written Language Model"' (facebookresearch/spiritlm).
matched fp:9969823e7ee57a8a, llm:Repository description: 'Inference code for the paper "Spirit-LM Interleaved Spoken and Written Language Model"' (facebookresearch/spiritlm).