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README.md

@@ -1,37 +1,50 @@
 ---
 tags:
-- flux
 - text-to-image
+- flux
 - lora
 - diffusers
-- fal
+- template:sd-lora
+- ai-toolkit
+widget:
+-   text: A person in a bustling cafe as a liminal space
+    output:
+        url: samples/1726098780038__000001000_0.jpg
+-   text: The city of Paris as a liminal space
+    output:
+        url: samples/1726098809793__000001000_1.jpg
 base_model: black-forest-labs/FLUX.1-dev
-instance_prompt: lmnl
+instance_prompt: as a liminal space
 license: other
 license_name: flux-1-dev-non-commercial-license
 license_link: https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md
 ---
-# liminal spaces
 
+# liminal-spaces
+Model trained with [AI Toolkit by Ostris](https://github.com/ostris/ai-toolkit)
 <Gallery />
 
-
-## Model description
-
-Liminal Spaces
-
-
 ## Trigger words
 
-You should use `lmnl` to trigger the image generation.
-
+You should use `as a liminal space` to trigger the image generation.
 
-## Download model
+## Download model and use it with ComfyUI, AUTOMATIC1111, SD.Next, Invoke AI, etc.
 
 Weights for this model are available in Safetensors format.
 
 [Download](/multimodalart/liminal-spaces/tree/main) them in the Files & versions tab.
 
-## Training at fal.ai
+## 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.bfloat16).to('cuda')
+pipeline.load_lora_weights('multimodalart/liminal-spaces', weight_name='liminal-spaces')
+image = pipeline('A person in a bustling cafe as a liminal space').images[0]
+image.save("my_image.png")
+```
+
+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)
 
-Training was done using [fal.ai/models/fal-ai/flux-lora-fast-training](https://fal.ai/models/fal-ai/flux-lora-fast-training).

liminal-spaces.safetensors

@@ -1,3 +1,3 @@
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-size 89745224
+oid sha256:cbbcbb48ff9d9d5f27f510c0217228976e8e79c13f31164cada80f79a2efb3b0
+size 171969432