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Add EfRLFN MLX weights

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  1. NOTICE +3 -0
  2. README.md +17 -0
  3. config.json +7 -0
  4. model.safetensors +3 -0
NOTICE ADDED
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+ efrlfn-mlx — Apple MLX port of EfRLFN. MIT License.
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+ Derived from EvgeneyBogatyrev/EfRLFN (MIT), "EfRLFN: Efficient Real-time Super-Resolution",
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+ ICLR 2026. Pretrained x2/x4 weights are the official releases, converted to MLX safetensors.
README.md ADDED
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+ ---
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+ license: mit
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+ library_name: mlx
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+ pipeline_tag: image-to-image
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+ tags: [mlx, super-resolution, efrlfn]
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+ base_model: EvgeneyBogatyrev/EfRLFN
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+ ---
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+ # EfRLFN x4 (MLX)
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+ Apple MLX port of [EfRLFN](https://github.com/EvgeneyBogatyrev/EfRLFN) (ICLR 2026), x4 super-resolution.
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+ PT-vs-MLX parity ~1e-6. Realtime on Apple Silicon (270x480 -> 1080x1920 ~0.06s for x4).
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+ ```python
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+ from efrlfn_mlx import EfRLFNConfig
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+ from efrlfn_mlx.pipeline import load_model, upscale_to_file
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+ m = load_model("model.safetensors", EfRLFNConfig.x4())
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+ upscale_to_file(m, "lr.png", "sr.png")
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+ ```
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+ MIT, derived from EvgeneyBogatyrev/EfRLFN.
config.json ADDED
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+ {
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+ "in_channels": 3,
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+ "out_channels": 3,
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+ "feature_channels": 52,
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+ "num_blocks": 6,
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+ "upscale": 4
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+ }
model.safetensors ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:742940547cd93bfc8b66627056a08081acbff37c0f5d773ab273f8d2f4ee31ad
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+ size 2020675