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README.md
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## See Also
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- [mistralai/Leanstral-2603](https://huggingface.co/mistralai/Leanstral-2603) -- Base model
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- [majentik/Leanstral-RotorQuant-MLX-2bit](https://huggingface.co/majentik/Leanstral-RotorQuant-MLX-2bit) -- MLX 2-bit + RotorQuant
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- [TurboQuant paper](https://arxiv.org/abs/2504.19874)
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## Quant trade-off (MLX lane)
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| Variant | Runtime | Approx size | Use case |
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| [RotorQuant-MLX-2bit](https://huggingface.co/majentik/leanstral-rotorquant-mlx-2bit) | mlx-lm | card-only | Apple Silicon, smallest |
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| [RotorQuant-MLX-8bit](https://huggingface.co/majentik/leanstral-rotorquant-mlx-8bit) | mlx-lm | card-only | Apple Silicon reference |
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| **TurboQuant-MLX-2bit** | mlx-lm | card-only | Apple Silicon, smallest |
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| [TurboQuant-MLX-8bit](https://huggingface.co/majentik/leanstral-turboquant-mlx-8bit) | mlx-lm | card-only | Apple Silicon reference |
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## See Also
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- [mistralai/Leanstral-2603](https://huggingface.co/mistralai/Leanstral-2603) -- Base model
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- [TurboQuant paper](https://arxiv.org/abs/2504.19874)
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## Quant trade-off (MLX lane)
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| Variant | Runtime | Approx size | Use case |
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|---|---|---|---|
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| [RotorQuant-MLX-8bit](https://huggingface.co/majentik/leanstral-rotorquant-mlx-8bit) | mlx-lm | card-only | Apple Silicon reference |
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| **TurboQuant-MLX-2bit** | mlx-lm | card-only | Apple Silicon, smallest |
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