Trained on nineteen B & W illustrations from The Wind in the Willows and Winnie-the-Pooh by the British illustrator Ernest Howard Shepard OBE MC (10 December 1879 – 24 March 1976). To see his works please go to:
http://bibliodyssey.blogspot.com/2008/11/original-winnie-pooh-drawings.html
https://www.flickr.com/photos/bibliodyssey/albums/72157621161267554/
https://www.flickr.com/photos/bibliodyssey/albums/72157610318114895/
http://www.lookatthesegems.com/2012/03/eh-shepards-original-winnie-pooh.html
Known problems:
Flux really does not like to render anthropomorphic animals, so the LoRA does not always work when you try to prompt for the characters from the books.
The LoRA has a hard time rendering Mole, my favorite character in the book😥.
E.H. Shepard (1879–1976) – The Illustrator of Winnie-the-Pooh & The Wind in the Willows
Overview
Ernest Howard Shepard was a British illustrator and cartoonist, best known for his charming, expressive drawings in A.A. Milne’s Winnie-the-Pooh and Kenneth Grahame’s The Wind in the Willows. His delicate line work and lively characterizations helped shape some of the most beloved children's stories of all time.
1. Early Life & Education
Born in London, England, in 1879.
Studied at the Royal Academy Schools, excelling in drawing and watercolor.
Served as an artillery officer in World War I, where he also worked on military illustrations.
2. Artistic Style & Themes
Known for fine, detailed pen-and-ink drawings that bring characters to life.
Captured warmth, humor, and movement, making even animals and toys feel expressive.
Focused on light, delicate lines rather than heavy shading or dramatic effects.
Often used nature-inspired backgrounds, making his scenes feel immersive.
3. Notable Works
📖 Illustrations for Winnie-the-Pooh (1926) & The House at Pooh Corner (1928)
His playful, detailed sketches defined the look of Pooh, Piglet, Tigger, and Christopher Robin.
Helped establish Pooh’s friendly, nostalgic world, later adapted by Disney.
📖 Illustrations for The Wind in the Willows (1931 edition)
Gave Toad, Mole, Rat, and Badger their classic visual identity.
His artwork emphasized the countryside’s beauty and the charm of Grahame’s story.
📰 Cartoons for Punch Magazine
A regular political and satirical cartoonist, working for Punch for over 50 years.
Provided humorous social commentary alongside his children’s book illustrations.
4. Legacy & Influence
His Pooh illustrations became cultural icons, shaping how generations imagine the Hundred Acre Wood.
Inspired countless children’s book illustrators, including those in Disney’s Pooh adaptations.
His work remains timeless, with original drawings housed at the Victoria and Albert Museum.
Final Thoughts
E.H. Shepard’s illustrations captured the magic of childhood with simple yet expressive charm. His work on Winnie-the-Pooh and The Wind in the Willows remains some of the most beloved in literary history, making him a defining figure in classic children’s illustration. 🐻🌿🎨
Description
This is epoch 12, the rest are here: tensor.art/models/825894740680685286/E.H.-Shepard-2-CapD6Cos5-2025-02-03-05:20:55-Ep-12
LUX.1 - dev-fp8
Trigger: ehshep1 sketch
Repeat: 20 Epoch: 12 (Trained on 19 512x512 images for 4560 total steps )
Unet LR: 0.0005 LR Scheduler: cosine Optimizer: AdamW
Network Dim: 6 Alpha 3
Epoch Loss
1 0.368
..
3 0.351
4 0.347
5 0.330
6 0.333 <
7 0.321
8 0.318
9 0.295
10 0.281
11 0.283 <
12 0.277 <- lowest
FAQ
Comments (8)
Thank you for creating this. I was just trying to do some Wind pictures and discovered that Mole came out like a mouse. Maybe I can describe him better?
Unfortunately, Flux just does not like to generate Mole properly. This is a known problem with the LoRA. You can try a few things:
1. Try a different prompt.
2. Try lowering the weight.
@NobodyButMeow I attempted a Mole model. I dunno that it came out great. Trying the various epochs.
Is it possible to get the workflow? Thank you
I don't use ComfyUI, so there is no workflow. All my images are generated on tensor. art with the parameters shown in each image.
The only way to get the exact same image is probably to use tensor. art using the same parameters. But even then I sometimes get a slightly different image.
If there is a particular image you are interested in, I can post the original PNG I downloaded fron tensor. art (I converted all of them to jpg to make upload faster because I have very bad internet connection)
@NobodyButMeow This image, please. Thank you! https://civitai.com/images/55711784
@jeremiahlee1923 Ah, that image 😊. You can download the original PNG from tensor. Here is the link:
tensor.art/images/826254912351460030?post_id=826254912347265745
There is a little download icon close to the bottom right of the image.
AFAIK, you don't need to register in order to download it.
But if you have problem downloading it, just let me know.
Details
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Same model published on other platforms. May have additional downloads or version variants.


















