ModelListedExternal

EfRLFN X2

Apple MLX port of EfRLFN (ICLR 2026), x2 super-resolution. PT-vs-MLX parity 1e-6. Realtime on Apple Silicon (270x480 -> 1080x1920 0.06s for x4). from efrlfnmlx import EfRLFNConfig from efrlfnmlx.pipeline import...

Sourcehuggingface.co/mlx-community/EfRLFN-x2/tree/27354e64a0cff3b5285d3c5c1417d40cd9cb46af

KindOtherBase modelEvgeneyBogatyrev/EfRLFNVersion27354e64a0cff3b5285d3c5c1417d40cd9cb46afBgrade

Model source

Kind: Other
File size: 1.86 MB
Base model: EvgeneyBogatyrev/EfRLFN
Version: v27354e64a0cff3b5285d3c5c1417d40cd9cb46af
Updated: Jul 31, 2026
Source: Hugging Face

Source description

EfRLFN x2 (MLX)

Apple MLX port of EfRLFN (ICLR 2026), x2 super-resolution. PT-vs-MLX parity ~1e-6. Realtime on Apple Silicon (270x480 -> 1080x1920 ~0.06s for x4).

from efrlfn_mlx import EfRLFNConfig
from efrlfn_mlx.pipeline import load_model, upscale_to_file
m = load_model("model.safetensors", EfRLFNConfig.x2())
upscale_to_file(m, "lr.png", "sr.png")

MIT, derived from EvgeneyBogatyrev/EfRLFN.

Sources

1 source

Hugging FacePrimaryVersion 27354e64a0cff3b5285d3c5c1417d40cd9cb46af

huggingface.co/mlx-community/EfRLFN-x2/tree/27354e64a0cff3b5285d3c5c1417d40cd9cb46af

Verified Jul 31

Model artifacts

1 artifact

model.safetensors

safetensors · 1.86 MB · SHA-256 9d4f74557ec8…f958 · Hugging Face

Download

Source excerpts

2 excerpts

ReadmeJul 31huggingface.co/mlx-community/EfRLFN-x2

--- license: mit library_name: mlx pipeline_tag: image-to-image tags: [mlx, super-resolution, efrlfn] base_model: EvgeneyBogatyrev/EfRLFN --- # EfRLFN x2 (MLX) Apple MLX port of [EfRLFN](https://github.com/EvgeneyBogatyrev/EfRLFN) (ICLR 2026), x2 super-resolution. PT-vs-MLX parity ~1e-6. Realtime on Apple Silicon (270x480 -> 1080x1920 ~0.06s for x4). ```python from efrlfn_mlx import EfRLFNConfig from efrlfn_mlx.pipeline import load_model, upscale_to_file m = load_model("model.safetensors", EfRLFNConfig.x2()) upscale_to_file(m, "lr.png", "sr.png") ``` MIT, derived from EvgeneyBogatyrev/EfRLFN.