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README.md

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+---
+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
+language:
+- en
+tags:
+- flux
+- diffusers
+- lora
+- replicate
+base_model: "black-forest-labs/FLUX.1-dev"
+pipeline_tag: text-to-image
+# widget:
+#   - text: >-
+#       prompt
+#     output:
+#       url: https://...
+instance_prompt: MRSDN
+---
+
+# Flux Marsden Hartley Lora Replicate
+
+<!-- <Gallery /> -->
+
+Trained on Replicate using:
+
+https://replicate.com/ostris/flux-dev-lora-trainer/train
+
+
+## Trigger words
+You should use `MRSDN` to trigger the image generation.
+
+
+## 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('davidrd123/Flux-Marsden-Hartley-LoRA-Replicate', weight_name='lora.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)

config.yaml

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+job: custom_job
+config:
+  name: flux_train_replicate
+  process:
+  - type: custom_sd_trainer
+    training_folder: output
+    device: cuda:0
+    trigger_word: MRSDN
+    network:
+      type: lora
+      linear: 16
+      linear_alpha: 16
+    save:
+      dtype: float16
+      save_every: 100
+      max_step_saves_to_keep: 1
+    datasets:
+    - folder_path: input_images
+      caption_ext: txt
+      caption_dropout_rate: 0.1
+      shuffle_tokens: false
+      cache_latents_to_disk: false
+      cache_latents: true
+      resolution:
+      - 512
+      - 768
+      - 1024
+    train:
+      batch_size: 1
+      steps: 2000
+      gradient_accumulation_steps: 1
+      train_unet: true
+      train_text_encoder: false
+      content_or_style: balanced
+      gradient_checkpointing: true
+      noise_scheduler: flowmatch
+      optimizer: adamw8bit
+      lr: 0.0004
+      ema_config:
+        use_ema: true
+        ema_decay: 0.99
+      dtype: bf16
+    model:
+      name_or_path: FLUX.1-dev
+      is_flux: true
+      quantize: true
+    sample:
+      sampler: flowmatch
+      sample_every: 100
+      width: 1024
+      height: 1024
+      prompts:
+      - In the style of MRSDN, A rocky Maine coastline with bold, geometric shapes
+        representing cliffs and waves. Strong colors and simplified forms dominate
+        the composition.
+      - ''
+      - In the style of MRSDN, An abstract composition inspired by Berlin's urban
+        life. Fragmented shapes, numbers, and symbols arranged in a Cubist-influenced
+        style.
+      - ''
+      - In the style of MRSDN, A still life of flowers in a vase, rendered with thick
+        brushstrokes and vibrant, non-naturalistic colors. Simplified forms show Cubist
+        influence.
+      - ''
+      - In the style of MRSDN, A stark New Mexico landscape with stylized mountains
+        and desert flora. Bold outlines and earthy colors capture the essence of the
+        Southwest.
+      - ''
+      - In the style of MRSDN, A portrait of a WWI German soldier, composed of geometric
+        shapes and military symbols. Strong, emotive use of color and form.
+      - ''
+      - In the style of MRSDN, Mount Katahdin in Maine, depicted with sharp angles
+        and bold colors. The landscape is reduced to its essential forms, emphasizing
+        its rugged nature.
+      - ''
+      - In the style of MRSDN, Modern New York skyscrapers rendered in Hartley's style.
+        Geometric shapes and bold colors create a dynamic urban composition.
+      - ''
+      - In the style of MRSDN, An orbiting space station viewed through a Modernist
+        lens. Fragmented forms and symbolic elements represent the futuristic structure.
+      - ''
+      - In the style of MRSDN, An electric car charging station, depicted with Cubist-inspired
+        fragmentation. Bold colors and geometric shapes represent energy and technology.
+      - ''
+      - In the style of MRSDN, A composition of social media icons and symbols, arranged
+        in a Modernist style reminiscent of Hartley's German officer paintings.
+      - ''
+      - In the style of MRSDN, An abstract representation of climate change, using
+        Hartley's bold style to depict melting ice caps, rising seas, and changing
+        weather patterns.
+      - ''
+      - In the style of MRSDN, A person wearing a VR headset, surrounded by fragmented,
+        Cubist-inspired virtual elements. Bold colors and geometric forms dominate
+        the composition.
+      - ''
+      - In the style of MRSDN, hamster
+      neg: ''
+      seed: 42
+      walk_seed: true
+      guidance_scale: 3.5
+      sample_steps: 28
+meta:
+  name: flux_train_replicate
+  version: '1.0'

lora.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:756e0236848e5b69c7e19cf1075f4dfd82db8d86567dad77615788861c0797d7
+size 171969416