Update README.md

README.md

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----
-license: apache-2.0
----
+---
+license: apache-2.0
+language:
+- en
+tags:
+- flux
+- diffusers
+- lora
+- replicate
+- image-generation
+- flux-diffusers
+- diffusers
+- photo
+- realism
+- Surrealism
+- illustration
+- experimental
+- character
+- historical person
+- poetry
+- literature
+- history
+- archival
+base_model: black-forest-labs/FLUX.1-dev
+pipeline_tag: text-to-image
+library_name: diffusers
+emoji: 🔜
+instance_prompt: >-
+  APSIT style Soviet revolutionary illustration
+widget:
+- text: >-
+    APSIT style  Soviet revolutionary illustration of rebelling cat in a suit screaming at monstrous mutant policemen during a street battle in San Francisco, red title text at the top: "END EMPIRE! END DEAD ERAS' RX!"
+  output:
+    url: apsit_style_1.png
+- text: >-
+    APSIT style  APSIT style Soviet revolutionary illustration of rebelling proletarians APSIT style Soviet revolutionary illustration of a revolutionary sailor on the left and a Ukrainian cossack on the right tying up and capturing a flabby green monster whose name is "CAPITAL": title text atop
+  output:
+    url: capital1.png
+- text: >-
+    APSIT style Soviet revolutionary illustration of rebelling proletarians bringing down the pillars of global Capital, upon which sits a bulging massive many limbed chimeric monster with the crown of a tzar, a fat flabby body, many limbs armed with deadly weapons, a beastly head, and a serpent's tail. Yet, the rebels prevail, and though many among them are massacred, some succeed un shattering the foundations of Capital and its ghastly overlord! Caption on the stone monument being destroyed reads: “CAPITAL"
+  output:
+    url: apsit_style_2.png
+
+---
+
+# Alexander Apsit FLUX LoRA for Posters, Illustrations, Book Covers, Collage art, Pamphlets, and more. By SilverAgePoets.com
+
+Our Low-Rank Adapter (LoRA) for FLUX models, fine-tuned on the distinctive c.1910s-1920s early Soviet poster illustrations by: <br> 
+the artist **Alexander Apsit** (1880-1944). <br> 
+
+Trained via LiuLiu's PEFT+Tensorflow-based trainer built into the DrawThings app. <br> 
+Cosine annealing scheduling with warm restarts. <br> 
+Only 3 epochs, 600 steps, but 128 dims/alpha, with orthogonal down layer fixing. <br> 
+
+
+## Trigger words
+You should use `APSIT style` or 'APSIT style Soviet revolutionary illustration' to summon the artist's latent hand.
+
+## 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/Alexander_Apsit_Style_Art_FLUX_LoRa_By_SilverAgePoets_DrawThingsTrainedOnDeDistilled', weight_name='NeuroTransposedCollageLoRA_Scaled1.5_2.safetensors')
+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)