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- # YuE2-3B MLX
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  Native [MLX](https://github.com/ml-explore/mlx) port of [m-a-p/YuE2-3B](https://huggingface.co/m-a-p/YuE2-3B) (AR/NAR
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  Mixture-of-Transformers music generation) with the [YuE2-Vae](https://huggingface.co/m-a-p/YuE2-Vae) decoder folded in.
 
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  Runs on Apple Silicon with no PyTorch dependency. Lyrics + style prompt in, 48 kHz stereo song out, with optional
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  editable ABC score planning.
 
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  ## Variants
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+ # YuE2-3B MLX-with-Hum-Encoder
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  Native [MLX](https://github.com/ml-explore/mlx) port of [m-a-p/YuE2-3B](https://huggingface.co/m-a-p/YuE2-3B) (AR/NAR
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  Mixture-of-Transformers music generation) with the [YuE2-Vae](https://huggingface.co/m-a-p/YuE2-Vae) decoder folded in.
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+ **This Repo contains an additional Encoder model**, which is used for the Hum lora feature in my pinokio app : https://github.com/Rdx-ai-art/yue2-mlx.pinokio
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  Runs on Apple Silicon with no PyTorch dependency. Lyrics + style prompt in, 48 kHz stereo song out, with optional
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  editable ABC score planning.
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+ Upstream repo : https://huggingface.co/ahmadw/YuE2-3B-MLX
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  ## Variants
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