Update README.md

README.md

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----
-license: apache-2.0
----
+---
+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)