Instructions to use svntax-dev/pixel_assets_general_ernie_v1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use svntax-dev/pixel_assets_general_ernie_v1 with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("baidu/ERNIE-Image", dtype=torch.bfloat16, device_map="cuda") pipe.load_lora_weights("svntax-dev/pixel_assets_general_ernie_v1") prompt = "A pixel art sprite of a medieval knight wearing metal armor and a helmet with a red plume, a sword in one hand and a shield in the other hand. The background is white." image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Draw Things
- DiffusionBee
Commit ·
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- README.md +111 -0
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README.md
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---
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tags:
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- text-to-image
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- lora
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- diffusers
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- template:diffusion-lora
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widget:
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- output:
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url: images/knight.png
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text: >-
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A pixel art sprite of a medieval knight wearing metal armor and a helmet
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with a red plume, a sword in one hand and a shield in the other hand. The
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background is white.
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- output:
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url: images/witch.png
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text: >-
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A pixel art image of a witch with long red hair and blue eyes, wearing a
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purple hat and robes trimmed with white and light purple colors. White
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background
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- output:
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url: images/butler.png
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text: >-
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A pixel art image of a man with light brown hair in a long ponytail. He is
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wearing a butler outfit and leaning forward towards the viewer holding a
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bowl of soup. The background is a fancy restaurant with dining tables in the
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back, a chandelier, and a painting of a noblewoman on the left walls.
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- output:
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url: images/island_base.png
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text: >-
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A pixel art aerial shot of an island in the middle of the ocean. On the
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right side of the island is a giant metal orb building with a satellite on
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top of it.
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- output:
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url: images/sand_dunes_tower.png
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text: >-
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A pixel art scene of wide, vast sand dunes with a tall cylindrical tower in
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the far background surrounded by a sandstorm. In the foreground is a
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medieval carriage being pulled by a triceratops moving towards the tower.
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- output:
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url: images/stairs_darkness_eyes.png
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text: >-
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A pixel art image of a top-down view of stairs leading down into darkness.
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In the background the darkness has several faint red eyes.
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- output:
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url: images/ddagger_grid.png
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text: >-
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A pixel art sprite of a short red dagger with a green poisoned tip on the
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top right and a gray and brown hilt. There are 16 copies of the sprite in a
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4 by 4 grid. The background is white.
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- output:
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url: images/dshield.png
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text: >-
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A pixel art sprite of a rectangular orange shield with the head of a gray
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dragon with its mouth open facing straight. The background is white.
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- output:
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url: images/skeleton_sprite.png
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text: >-
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A pixel art sprite of a skeleton warrior wearing a helmet with two horns,
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holding an axe with both hands raised, facing right, white background
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base_model: baidu/ERNIE-Image
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instance_prompt: null
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license: apache-2.0
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---
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# pixel_assets_general_ernie_v1
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<Gallery />
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## Model description
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A pixel art LoRA for general-purpose game assets such as character sprites, creatures, items/equipment, backgrounds, scenery, and icons.
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## How to use
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You can use the default ERNIE-Image-Turbo workflow from ComfyUI, and no prompt enhancer needed. The sample images also have workflows.
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## How to get pixel-perfect images
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Downscale by a factor of 4. So 512x512 images should downscale to 128x128, 1024x1024 to 256x256, and so on. Using k-centroid with something like [PixelOE](https://github.com/KohakuBlueleaf/PixelOE) works well.
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See examples below:
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| Raw output | K-centroid downscaled, then upscaled back 4x|
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| ------------- | ------------- |
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## Does this LoRA work with ERNIE-Image base?
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Yes, but I don't recommend it. **The LoRA is meant to be used with the turbo model.** For some reason, outputs with the base model are very bad. The colors are way too bright or saturated, and there are more issues with anatomy. Maybe there's a problem with my settings.
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## Notes & Issues
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There are still some issues with certain prompts with the ERNIE turbo model.
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- The model tends to make characters face forward or in a 3/4 angle even if your prompt has a different view. This might just be a limit of the turbo model, though.
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- If prompting for sprites, make sure to include "white background" somewhere, otherwise you'll sometimes get a detailed background.
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- Since I trained this on a 4x upscaled pixel art dataset, if you want smaller sprites, just prompt for copies of a sprite in a 2x2 or 4x4 grid (see the sample images).
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- The dataset this LoRA was trained on contains 512x512, 768x768, and 1024x1024 images, but you can change the resolution and still get decent images.
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## Download model
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[Download](/svntax-dev/pixel_assets_general_ernie_v1/tree/main) them in the Files & versions tab.
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