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README.md

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+---
+tags:
+- text-to-image
+- lora
+- diffusers
+- template:diffusion-lora
+widget:
+- text: >-
+    autumnProxy orange and red tree surrounded by grass and leaves with a double
+    rainbow in the sky above the tree
+  parameters:
+    negative_prompt: cartoon, fake
+  output:
+    url: images/seasonallandsfluxdev_000100_04_20241227200714.png
+- text: 'autumnProxy red and green maple tree looking up at from underneath '
+  parameters:
+    negative_prompt: cartoon, fake
+  output:
+    url: images/seasonallandsflux_001500_03_20241227091256.png
+- text: >-
+    autumnProxy orange and red tree surrounded by grass and leaves with a double
+    rainbow in the sky above the tree
+  parameters:
+    negative_prompt: cartoon, fake
+  output:
+    url: images/seasonallandsfluxdev_000400_04_20241227222430.png
+- text: autumnProxy orange and green maple leaf
+  parameters:
+    negative_prompt: cartoon, fake
+  output:
+    url: images/seasonallandsfluxdev_000900_00_20241228020648.png
+- text: autumnProxy red and green leaf
+  parameters:
+    negative_prompt: cartoon, fake
+  output:
+    url: images/seasonallandsfluxdev_000400_02_20241227221919.png
+- text: autumnProxy red maple leaf
+  parameters:
+    negative_prompt: cartoon, fake
+  output:
+    url: images/seasonallandsfluxdev_000200_02_20241227204642.png
+base_model: black-forest-labs/FLUX.1-dev
+instance_prompt: autumnProxy
+license: apache-2.0
+---
+# seasonalLandsFluxDev
+
+<Gallery />
+
+## Model description 
+
+# seasonalLandsFluxDev LoRA
+
+A LoRA fine-tune for FLUX.1 [dev] that specializes in generating seasonal landscapes with a focus on autumn scenery, foliage, and natural environments.
+
+## Overview
+This LoRA enhances FLUX.1 [dev]&#39;s ability to generate detailed autumn landscapes with rich, vibrant fall colors, detailed trees, and seasonal elements. Use the trigger word &#x60;autumnProxy&#x60; to activate the autumn-specific capabilities.
+
+## Installation
+
+First, ensure you have FLUX.1 [dev] installed:
+
+&#x60;&#x60;&#x60;python
+pip install -U diffusers
+Usage
+Loading with Diffusers
+Here&#39;s how to apply the LoRA to FLUX.1 [dev]:
+
+import torch
+from diffusers import FluxPipeline
+
+# Load base model
+pipe &#x3D; FluxPipeline.from_pretrained(&quot;black-forest-labs&#x2F;FLUX.1-dev&quot;, torch_dtype&#x3D;torch.bfloat16)
+pipe.enable_model_cpu_offload()
+
+# Load and apply LoRA weights
+pipe.load_lora_weights(&quot;Borcherding&#x2F;seasonalLandsFluxDev-lora&quot;)
+
+# Generate image
+prompt &#x3D; &quot;autumnProxy A majestic maple tree with vibrant red and orange leaves, golden afternoon light&quot;
+image &#x3D; pipe(
+    prompt,
+    height&#x3D;1024,
+    width&#x3D;1024,
+    guidance_scale&#x3D;3.5,
+    num_inference_steps&#x3D;50,
+    max_sequence_length&#x3D;512,
+    generator&#x3D;torch.Generator(&quot;cpu&quot;).manual_seed(0)
+).images[0]
+image.save(&quot;autumn-scene.png&quot;)
+
+# Unload LoRA weights if needed
+pipe.unload_lora_weights()
+Merging LoRA (Optional)
+To permanently merge the LoRA weights with the base model:
+pythonCopyimport torch
+from diffusers import FluxPipeline
+
+# Load base model
+pipe &#x3D; FluxPipeline.from_pretrained(&quot;black-forest-labs&#x2F;FLUX.1-dev&quot;, torch_dtype&#x3D;torch.bfloat16)
+
+# Load and merge LoRA weights
+pipe.load_lora_weights(&quot;Borcherding&#x2F;SeasonalLandsFluxDev-lora&quot;)
+pipe.merge_lora_weights()
+
+# Save merged model
+pipe.save_pretrained(&quot;seasonal-lands-merged&quot;)
+Trigger Word
+&#x60;&#x60;&#x60;
+
+Use autumnProxy in your prompts to activate the seasonal enhancements
+Best results achieved when placing the trigger word at the start of the prompt
+
+Prompt Examples
+&quot;autumnProxy A peaceful forest path covered in fallen maple leaves, morning mist rising&quot;
+&quot;autumnProxy Ancient oak trees with twisted branches, leaves turning golden and red&quot;
+&quot;autumnProxy Scenic mountain valley with autumn colors, warm sunset light&quot;
+Specialized Features
+
+Enhanced autumn color palette (reds, oranges, yellows, greens)
+Detailed tree and leaf structures
+Natural seasonal lighting effects
+Atmospheric elements like fog and mist
+Realistic ground coverage with fallen leaves
+
+# Limitations
+
+This is a LoRA for FLUX.1 [dev] and requires the base model to function
+Focus on natural landscapes and seasonal elements
+Inherits base limitations from FLUX.1 [dev]
+
+License
+This LoRA falls under the same licensing terms as FLUX.1 [dev]. Please refer to the base model&#39;s license for usage terms.
+Credits
+
+Base model: FLUX.1 [dev] by Black Forest Labs
+LoRA training and development: [Borcherding at BorchInk]
+
+
+
+
+## Trigger words
+
+You should use `autumnProxy` to trigger the image generation.
+
+
+## Download model
+
+Weights for this model are available in Safetensors format.
+
+[Download](/Borcherding/seasonalLandsFluxDev-lora/tree/main) them in the Files & versions tab.