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modele/DMD2 Speed LoRA [SDXL, Pony, Illustrious] - dmd2_sdxl_4step_lora

DMD2 Speed LoRA [SDXL, Pony, Illustrious] - dmd2_sdxl_4step_lora

6tZ
|
7/27/2025
|
11:19:04 AM
| Discussion
Watercolor and sketch style vertical columns featuring coral branches in coral and french-lilac tones with glitch art effects against a dark blue underground dungeon background.
A futuristic robotic cyborg figure on a lava planet pouring molten metallic-gold lava from elongated hands, set against a detailed space nebula with floating asteroids and a decaying planet in the background.
A dark hooded figure with glowing red eyes leans over a group of small white creatures called poros, set against a fisheye distorted circular purple vortex background with a wooden interior room.
Silhouette of a female character with flowing hair and neon highlights standing in a doorway with a colorful blue and pink splash background, showcasing a dynamic pose in high heels and an oversized shirt
Anime-style landscape depicting an ancient harbor with mountains and a reflective river under soft bloom lighting and a mint color theme.
A golden-leaved autumn forest with tall trees casting hard-edged shadows on the sandy ground, reflecting in water puddles within a wetland landscape.
Watercolor painting of a standing guinea pig with orange and white fur being brushed on the head with a green-tipped paintbrush.
A mystical black jackal with glowing red eyes and violet-blue flowing fur in a dynamic pose, splashing water painted in vibrant watercolor style with transparent layers and caustics.
Black and white close-up portrait of a woman with short hair, a bored expression, shown in silhouette and strong backlight, with abstract geometric lines and city buildings in the background, in a minimalist and symmetrical style.
Panoramic dark fantasy scene featuring a massive triangle shaped spaceship hovering over a fog-filled dystopian city with gothic pyramids and a crescent moon in the background, under soft cinematic light.
Close-up illustration of a young woman with blue hair and freckles wearing pink goggles in ukiyo-e watercolor style.
Close-up low angle view of a robot with glowing blue eyes and an LCD screen on its chest, surrounded by glowing butterflies against a dark background with glitch effects and multiple illuminated blue screens.

Zalecane podpowiedzi

A closeup of a SFW

Zalecane negatywne podpowiedzi

NSFW, naked, nude, watermark, text, simple background

Zalecane parametry

samplers

LCM, lcm

steps

8

cfg

1.4 - 1.8

other models

Checkpoints\Z\ILXL\WIP\Perfection_ILXL_Realistic_3.2.safetensors (83a0ec21ca), Checkpoints\Checkpoints\SDXL\Photorealistic\juggernautXL_v9Rundiffusionphoto2.safetensors (c9e3e68f89)

Wskazówki

Recommended LoRA weight: 0.7, but feel free to adjust.

Use the LoRA with any SDXL or similar checkpoint using the recommended settings.

You can merge this LoRA into a checkpoint to include its effects directly.

If results appear washed out or bland, try increasing the CFG scale.

Najważniejsze informacje o wersji

dmd2_sdxl_4step_lora

dmd2_sdxl_4step_lora_fp32

Sponsorzy twórcy

This is the official DMD2 implementation LoRA from the Distribution Matching Distillation for Fast Image Synthesis paper.

Original model at Huggingface tianweiy/DMD2.

Full credit goes to Tianwei Yin.

This is the official DMD2 implementation LoRA from the Improved Distribution Matching Distillation for Fast Image Synthesis paper.

dmd2_sdxl_4step_lora

Original model at Huggingface tianweiy/DMD2.

Steps: 8

LoRA weight: 0.7

Sampler: LCM

Scheduler: Normal, Simple

CFG: 1.4 - 1.8

I use similar settings on both a low resolution base image, and the upscaled refinement pass (hires fix).

Usage

Load the LoRA like any other. I recommend a weight of 0.7, but feel free to play around.

You should be able to use it with any SDXL or similar checkpoint. Use the settings above.

You can also merge this into a checkpoint and save that, to include the result of the LoRA into the checkpoint directly. This means you no longer need to load this as a LoRA, and you can still use it with LCM and low steps for good result.

The LoRA itself doesn't add any speed improvement, it just allows you to generate at fewer steps, with better result.

If the results are washed out and bland, try increasing the CFG.

Licence

Creative Commons Attribution Non Commercial 4.0

I am not the creator of the model, just uploading the model here to make it easier to download and reference in creations. Full credit goes to Tianwei Yin.

Współtwórca

6tZ

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Szczegóły modelu

Typ modelu

LORA

Model bazowy

SDXL 1.0

Wersja modelu

dmd2_sdxl_4step_lora

Hash modelu

a374289e94

Twórca

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Obrazy autorstwa DMD2 Speed LoRA [SDXL, Pony, Illustrious] - dmd2_sdxl_4step_lora

Watercolor and sketch style vertical columns featuring coral branches in coral and french-lilac tones with glitch art effects against a dark blue underground dungeon background.
A golden-leaved autumn forest with tall trees casting hard-edged shadows on the sandy ground, reflecting in water puddles within a wetland landscape.
Close-up illustration of a young woman with blue hair and freckles wearing pink goggles in ukiyo-e watercolor style.
A futuristic robotic cyborg figure on a lava planet pouring molten metallic-gold lava from elongated hands, set against a detailed space nebula with floating asteroids and a decaying planet in the background.
Watercolor painting of a standing guinea pig with orange and white fur being brushed on the head with a green-tipped paintbrush.
Close-up low angle view of a robot with glowing blue eyes and an LCD screen on its chest, surrounded by glowing butterflies against a dark background with glitch effects and multiple illuminated blue screens.
A dark hooded figure with glowing red eyes leans over a group of small white creatures called poros, set against a fisheye distorted circular purple vortex background with a wooden interior room.
A mystical black jackal with glowing red eyes and violet-blue flowing fur in a dynamic pose, splashing water painted in vibrant watercolor style with transparent layers and caustics.
Anime-style elf girl with brown streaked hair and green eyes, sitting on the floor eating cookies with cheeks puffed, holding a cookie and surrounded by cookie jars and crumbs.
Silhouette of a female character with flowing hair and neon highlights standing in a doorway with a colorful blue and pink splash background, showcasing a dynamic pose in high heels and an oversized shirt
Black and white close-up portrait of a woman with short hair, a bored expression, shown in silhouette and strong backlight, with abstract geometric lines and city buildings in the background, in a minimalist and symmetrical style.
Anime-style landscape depicting an ancient harbor with mountains and a reflective river under soft bloom lighting and a mint color theme.
Panoramic dark fantasy scene featuring a massive triangle shaped spaceship hovering over a fog-filled dystopian city with gothic pyramids and a crescent moon in the background, under soft cinematic light.