README.md

---
license: apache-2.0
language:
- en
base_model:
- black-forest-labs/FLUX.1-dev
tags:
- lora
- flux
- diffusers
- image-generation
pipeline_tag: text-to-image
library_name: diffusers
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

---

## 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)