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--- |
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license: apache-2.0 |
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language: |
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- en |
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tags: |
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- SD3.5-medium |
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- diffusers |
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- lora |
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- replicate |
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- image-generation |
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- StableDiffusion3.5 |
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- StableDiffusion3.5-medium |
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- photo |
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- Mayakovsky |
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- art |
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- poster |
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- realism |
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- character |
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- historical person |
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- poetry |
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- literature |
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- history |
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- archival |
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base_model: "stabilityai/stable-diffusion-3.5-medium" |
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pipeline_tag: text-to-image |
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library_name: diffusers |
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emoji: 🔜 |
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instance_prompt: MAYAK style Constructivist Poster art |
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widget: |
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- text: Step 1400 | MAYAK style drawing |
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output: |
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url: 1730619601173__000001400_1.jpg |
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- text: Step 3000 | MAYAK style |
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output: |
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url: 1730622478102__000003000_3.jpg |
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- text: Step 3400 | MAYAK style drawing |
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output: |
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url: 1730623154193__000003400_0.jpg |
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- text: Step 3200 | MAYAK style drawing |
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output: |
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url: 1730622834121__000003200_3.jpg |
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- text: Step 4400 | MAYAK style drawing |
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output: |
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url: 1730624957944__000004400_2.jpg |
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- text: >- |
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St5k| MAYAK style art of poet Mandelstam reading /YOU'VE RETURNED HERE, SO SWALLOW THEN, FAST AS YOU MIGHT, ALL THE FISH OIL OF LENINGRAD'S RIVERINE LIGHT!/ |
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output: |
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url: 1730626012058__000005000_1.jpg |
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--- |
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<Gallery /> |
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# Mayakovsky Style Soviet Constructivist Posters & Cartoons Flux LoRA – Version SD3.5-i – by SOON® |
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Trained via Ostris' [ai-toolkit](https://github.com/ostris/ai-toolkit) on 50 high-resolution scans of 1910s/1920s posters & artworks by the great Soviet **poet, artist, & Marxist activist Vladimir Mayakovsky**. <br> |
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For this training experiment, we first spent many days rigorously translating the textual elements (slogans, captions, titles, inset poems, speech fragments, etc), with form/signification/rhymes intact, throughout every image subsequently used for training. <br> |
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These translated textographic elements were, furthermore, re-placed by us into their original visual contexts, using fonts matched up to the sources. <br> |
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We then manually composed highly detailed paragraph-long captions, wherein we detailed both the graphic and the textual content of each piece, its layout, as well as the most intuitive/intended apprehension of each composition. <br> |
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This repo contains various step checkpoints and sampless. Training went for 5000 steps at a DiT Learning Rate of .0002, batch 1, with the Adamw8bit optimizer, and the text encoders trained alongside the DiT!<br> |
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No synthetic data was used for the training, nor any auto-generated captions! Everything was manually and attentively pre-curated with a deep respect for the sources used. <br> |
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This is a **rank-16/alpha-16 Constructivist Art & Soviet Satirical Cartoon LoRA for Stable Diffusion 3.5 Medium** <br> |
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Check out our **translations of Mayakovsky's verse-works**, adapted from a proto-Soviet song-tongue into a Worldish one...<br> |
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And found, along with many other poets' songs and tomes... |
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Over **at [SilverAgePoets.com](https://www.silveragepoets.com)!** |
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## Trigger words |
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You should use `MAYAK style` or `MAYAK style Constructivist poster art` or `MAYAK style satyrical drawing` or suchlike to summon the poet's deathlessly pens and brushes. |
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For more details, including weighting, merging and fusing LoRAs, check the [documentation on loading LoRAs in diffusers](https://huggingface.co./docs/diffusers/main/en/using-diffusers/loading_adapters) |
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