models/Boring_e621 Negative Embedding: Enhance Images Stylistically AND Topically - v4.0

Boring_e621 Negative Embedding: Enhance Images Stylistically AND Topically - v4.0

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8/9/2025
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7:11:02 PM
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Middle-aged Russian woman with brown hair in formal white attire standing confidently outside a Soviet government building under a cloudy sky during the day, looking to the side.
A foggy field in early winter with dying grass under chilly windy weather. An old windmill stands on the right, and a small village is faintly visible on the left in Eastern Europe.
Pan fried sliced bananas covered with a glossy brown sugar sauce and topped with a swirl of whipped cream on a white plate.
A massive futuristic spaceship hovering low over lush green rice fields with mountainous South East Asian landscape in the background under a bright sky with dramatic volumetric lighting and clouds.
Smiling white polar bear holding two Coca-Cola bottles, one in each paw, set against an icy, snowy Arctic background.
A smiling polar bear in the Arctic holding a Coca-Cola bottle featuring a cartoon polar bear on the label, surrounded by ice and snow under a clear blue sky.
Yellow sticky note pinned with red pin featuring a large black smiley face drawing.
Latina woman wearing black sunglasses and a strapless red and white dress, standing confidently outdoors with a blurred red 1980s sports car and modern buildings in the background on a sunny day.
A futuristic dinosaur warrior with laser armor roaring amidst a thunderstorm at night. AI generated image using Stable Diffusion.
A white wolf humanoid seated outside a wooden cabin, engrossed in reading a book. Snow-covered landscape with a lantern illuminating the scene. AI-generated image using Stable Diffusion.
A ferocious werewolf clad in classic Wild West gunslinger attire, standing alert in a moonlit night scene generated using Stable Diffusion.
Anthropomorphic animal in a space suit standing on an alien planet with a full moon in the background. AI-generated image using Stable Diffusion.

Recommended Negative Prompts

boring_e621 trigger word in NEGATIVE prompt

boring_e621_v4

Recommended Parameters

samplers

Euler a, DPM++ 2M SDE Karras

steps

25 - 30

cfg

5 - 7

resolution

768x512, 704x512

Tips

Place the embedding file in stable-diffusion-webui\embeddings and add the trigger word to your NEGATIVE prompt to improve image interest and style.

If the .pt file download does not work with your program, try the .safetensors format.

Use boring_e621_v4 for most non-furry models and boring_e621_fluffyrock_v4 for furry models with Fluffyrock ancestry.

Version Highlights

Kind of like boring_e621 v1.0, but if it was a more intense embedding.

v1 worked best if you added the word "by" in front of it. That is not required for this version. Just add "boring_e621_v4" to your negative prompt.

Unless you have a specific need for one of the other versions, this is the one you should get.

Creator Sponsors

This is a download site for the negative embedding boring_e621. Its original huggingface repository, which goes into more detail about how it was trained and what it does, can be found here.

This is a download site for the negative embedding boring_e621. Its original huggingface repository, which goes into more detail about how it was trained and what it does, can be found here.

Briefly, This embedding attempts to capture what it means for an image to be uninteresting. So if you're using the Automatic1111 Stable Diffusion WebUI, you can place this file in stable-diffusion-webui\embeddings and add the trigger word to your NEGATIVE prompt, and your results should become more interesting, both stylistically and topically.

The title image for this model illustrates the quality improvements it can make to four simple prompts in the base SD 1.5 model. In the first column, for example, boring_e621_v4 makes the hamburger more photorealistic, places it on a cocobolo table, freshens the vegetables, and adds a slice of cheese and an order of fries.

As this embedding is known for its ability to improve furry art specifically, the second image illustrates the improvements it yields on four simple prompts on YE-18, a model appearing in many furry mix models.

Which version should I get?

  • boring_e621_v4 (newest and works best with most non-furry models)

  • boring_e621_fluffyrock_v4 (May work best on models with Fluffyrock in their ancestry, which includes most popular furry models)

  • boring_e621 (works well with most models, but is less intense than v4)

Each version has two downloads, a pt file and a safetensors file. They should behave identically, but some programs might only be able to load one of the formats. So if the first one you download doesn't work with your program, try the other.

Each of the Suggested Resource models below has specifically been reported to produce great results with one of these embeddings.

Contributor

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Model Details

Model type

TextualInversion

Base model

SD 1.4

Model version

v4.0

Model hash

f9b806505b

Trained words

boring_e621_v4

Creator

Discussion

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Model Collection - Boring_e621 Negative Embedding: Enhance Images Stylistically AND Topically

Images by Boring_e621 Negative Embedding: Enhance Images Stylistically AND Topically - v4.0

embedding Images

negative Images

tool Images