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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: zipsy_nai
+---
+
+# 1000_Epoch
+
+<!-- <Gallery /> -->
+
+Trained on Replicate using:
+
+https://replicate.com/ostris/flux-dev-lora-trainer/train
+
+
+## Trigger words
+You should use `zipsy_nai` 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('hanungaddi/1000_epoch', 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: zipsy_nai
+    network:
+      type: lora
+      linear: 32
+      linear_alpha: 32
+    save:
+      dtype: float16
+      save_every: 100
+      max_step_saves_to_keep: 1
+    datasets:
+    - folder_path: input_images
+      caption_ext: txt
+      caption_dropout_rate: 0.2
+      shuffle_tokens: false
+      cache_latents_to_disk: false
+      cache_latents: true
+      resolution:
+      - 512
+      - 768
+      - 1024
+    train:
+      batch_size: 1
+      steps: 1000
+      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:
+      - This is a digital anime-style illustration featuring a young woman with a
+        fair complexion and long, flowing blonde hair. She has large, expressive blue
+        eyes and a gentle smile. She is dressed in a revealing, form-fitting blue
+        and white swimsuit that accentuates her ample bust and curves. The swimsuit
+        has a high neckline with a keyhole design, and a blue ribbon around her neck.
+        Her outfit is adorned with intricate white lace and blue accents, including
+        a diamond-shaped cutout on her right thigh.She is standing on a sandy beach
+        with a clear blue ocean behind her, where the water meets the sky. The sky
+        is a vibrant blue with scattered white clouds, and the horizon features a
+        faint outline of distant mountains. The woman's pose is relaxed, with her
+        left hand touching her hair and her right hand resting on her hip. Her expression
+        is confident and playful, adding to the overall cheerful and summery atmosphere
+        of the scene.The illustration is highly detailed, with a focus on soft textures
+        and vibrant colors, typical of high-quality digital anime art. The overall
+        mood is light and carefree, capturing a moment of relaxation by the beach.
+      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 sha256:04ff29a8c88c44a470e1fb65c5c761584a40b5df452d5db5599c5fc21a1977b9
+size 343805464