diffusers lora flux image-generation text-to-image en base_model:black-forest-labs/FLUX.1-dev base_model:adapter:black-forest-labs/FLUX.1-dev license:apache-2.0 region:us
---
base_model:
- black-forest-labs/FLUX.1-dev
language:
- en
library_name: diffusers
license: apache-2.0
pipeline_tag: text-to-image
tags:
- lora
- flux
- diffusers
- image-generation
instance_prompt: ivanovpoem style image with overlay poem text that reads "I'm hearing
  — history and the humankind,  I'm hearing — exile or else the native land.  In books
  I read — duplicity and benevolence,  Despair and hope, or faith and faithlessness.     And
  I see, — Something vast, tender —  And frightening, iced to the core,  Eternally
  hope-deprived.     And I see, — Torture or else forgetfulness, —  Where everything's
  lost, forevermore,  Its significance.     And I see, — Beyond all time and distances,
  —  Above the poor earth,  An unearthly shimmering."
widget:
- text: ivanovpoem style eclectic collage
  output:
    url: PoemLora4.webp
- text: ivanovpoem style eclectic collage
  output:
    url: PoemLoraVar3.png
- text: ivanovpoem style eclectic collage of a world on the verge of dispersion
  output:
    url: images/example_v0rof6pwm.png
- text: 'ivanovpoem style eclectic collage, depicting History proceeds in screams
    of cold metal, criss-crossing a world heavy with a wild scramble of desperate
    photorealistic deserters. Meanwhile, in tacitly dimensioned ghosty borders, our
    time schedulers get re-engineered by an enthusiast: ‘Konstantin Ivanov’, a sortova
    Lenin disguised in self-stacking strawy wigs & hats; whilst, jerry-rigged onto
    their flaps & caps & fringes, cyber-limbs quickly shovel dialectically-synthesized
    coals unto alivetime’s horizon. In reply, signals sprout… Looming, hurtling through
    trees, out of the dark… diffusely trembling, skating in on hybrid spectacles''
    marionette arks… else, drifting over bottomless cosmic-size imagery basins, these
    signals raft in on brane-like constructivist frames periodically fed abstractions,
    manually snapped & stuffed into transparent pipeline ends rearing each frame;
    so that soon, not over times presupposed but as a real hidden process, half-digested
    phantom abstractions graphically spew us, a few million at once, from frames''
    front-end breath-holes; some then get picked up & juggled like hot coals by a
    grinning Guy Debord, who climbs – slowly transforming to a catty camgirl – out
    of a tomb of long-ago cremated airs; and whenever gradient walls ridge steeper,
    cherry or tomato juices – but perchance wines of covertly archived dreams – splash,
    spilled from that long-ago bullet-burst chest: no, no longer a bleeding heart
    of numbered claims, but a peephole: peeking alivetime’s horizon. And when zoomed
    onto D.’s lucid glasses: note how across them, same as ever, great diversities
    of characteristics slide, latticed by strained sunlight into books and galleries
    of inexplicable unities, such as our faces, apparitioning here or there for a
    Kodak-flash or a century, as mirages or as holograms which, viewed from the back
    or upside down, disperse into feature catalogues, only to startle one, condensing
    years unrepressed, in a supermarket line, all candid & singular & selfied together
    with cell phone cameras, blending windows nearer transparency and unto some certain
    point extending indefinitely, as of a spear-tip, and therewith pinning one, as
    if both or all, onto the musing walls of our shared proto-history, as like wing-patterned
    formations of Nabokov-privatized muses, once distinguishable only by experts,
    and though today alone together tomorrow re-taking the air for every wing yet
    unseen: all up & up & out towards alivetime’s horizon…'
  output:
    url: images/example_kigb5dabx.png
- text: 'ivanovpoem style eclectic collage featuring a mix of photographs, abstract
    art, and poetic text. The collage includes elements like, on the bottom left,
    a portrait of an ultimate cyber-librarian pencil-drawn and inked-in by by the
    Soviet artist Yury Annenkov. The composition also features an photo of Revolutionary
    Petrograd in 1916, as well as a woman''s portrait, a surrealist quantum spirit
    figure holding a flower, and contrasting textures. The imagery is united by themes
    of history, exile, despair, faith, and existential musings, creating a richly
    layered visual narrative. The short poem text, in large consistent font, reads:
    "I''m hearing — history and the humankind…"'
  output:
    url: images/example_wk8bek0sq.png
- text: 'ivanovpoem style eclectic high quality crisp colorful extremely detailed
    collage featuring a mix of photographs, abstract art, and poetic text. The collage
    includes elements like, on the bottom left, a portrait of an ultimate cyber-librarian
    pencil-drawn and inked-in by by the Soviet artist Yury Annenkov. The composition
    also features a color HD photo of Revolutionary Petrograd in 1919, as well as
    a woman''s portrait, a surrealist quantum spirit figure holding a flower, and
    contrasting textures. The imagery is united by themes of history, exile, despair,
    faith, and existential musings, creating a richly layered visual narrative. '
  output:
    url: images/example_txzay9qa3.png
---

## FLUX LoRA Fine-Tuned on:
**I.20 restored/colorized photos + art depicting poet Georgiy Ivanov *(1894-1958)***  <br> 
**II.60 Artworks/Photos from the 1920s/30s, cross-collaged together with the images of Ivanov** <br> 
**III.2 short 1930 lyric poems by Georgiy Ivanov, translated & overlaid as text onto the visuals**. <br> 
## ||| By SilverAgePoets.com ||| 
## |||||||| VARIANT III ||||||||  <br> 

**This LoRA is our second experimental attempt to prototype a text2image "poetry" LoRA, this time of both the poem & the poet.** <br> 
**This is a third variant thereof.** <br> 
**Variant 1 is rank (dim/alpha) 64 and found [HERE](https://huggingface.co/AlekseyCalvin/1930_Poem_by_Georgiy_Ivanov_FluxLoRA_bySilverAgePoets), Var.2 is 16 and available [HERE](https://huggingface.co/AlekseyCalvin/Poet_Georgiy_Ivanov_FluxLoRA_bySilverAgePoets), whilst this one is rank 8, at 1200 steps.** <br> 

<Gallery />

**Georgiy Ivanov** *(1894-1958)* was an influential Russophone poet, critic, novelist, & memoirist.  <br> 
Posted below, & used towards this LoRA, is our translation of verses appearing in Ivanov’s best-known collection **"Roses"**, first published in Paris, 1930. <br> 

***I'm hearing — history and the humankind;** <br> 
I hear — "exile" or "else the native land". <br> 
In books, I read of — "duplicity" and "benevolence"; <br> 
Despair, then hope; or faith and faithlessness.* <br> 

*And I see, — Something <br> 
  Vast, tender;  <br> 
— And frightening, iced to the core, <br> 
Eternally hope-deprived.* <br> 

*And I see, — Torture, 
  – Or else forgetfulness; <br> 
Where everything's lost, forevermore, <br> 
Its significance.* <br> 

*And I see, — Beyond all time and distances, <br> 
  – Above the poor earth, <br> 
An unearthly shimmering.* <br> 

Check out our other translations from Ivanov's poetry & prose [HERE](https://www.silveragepoets.com/georgiy-ivanov). <br> 

## Trigger words
You should use `ivanovpoem style image with overlay poem text that reads: /I'm hearing — history and the humankind,  I'm hearing — exile or else the native land.  In books I read — duplicity and benevolence,  Despair and hope, or faith and faithlessness.     And I see, — Something vast, tender —  And frightening, iced to the core,  Eternally hope-deprived.     And I see, — Torture or else forgetfulness, —  Where everything's lost, forevermore,  Its significance.     And I see, — Beyond all time and distances, —  Above the poor earth,  An unearthly shimmering./` to cast forth the poet's echoing reveries.

## Use it with the [🧨 diffusers library](https://github.com/huggingface/diffusers)

```py
from diffusers import AutoPipelineForText2Image
import torch

pipeline = AutoPipelineForText2Image.from_pretrained('black-forest-labs/FLUX.1-dev', torch_dtype=torch.float16).to('cuda')
pipeline.load_lora_weights('AlekseyCalvin/Poet_Georgiy_Ivanov_FluxLoRA_bySilverAgePoets')
image = pipeline('your prompt').images[0]
```

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)
