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captions/niva_1-fixed.txt

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+A photo of a silver car driving on a rocky hillside, with a mountain in the background. The car is in motion, and the scene is captured in a dynamic, action-packed style. The car is the main focus of the image, and the surrounding landscape adds to the sense of adventure and exploration.

captions/niva_10-fixed.txt

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+A photo of a silver car with a black roof, parked on a dirt road in the middle of a forest. The car is facing the camera, with a mountain in the background. The scene is captured in a realistic style, with a sense of adventure and exploration.

captions/niva_2-fixed.txt

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+Photo of a black SUV driving down a road, with a mountain in the background. The SUV is parked on the side of the road, with its headlights on. The scene is captured in a dynamic, fast-paced style, with a sense of motion and speed. The SUV is the main focus of the image, and the mountain in the background adds a sense of depth and scale to the scene.

captions/niva_3-fixed.txt

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+A painting of an SUV driving through a river, with a blue sky in the background, a sense of adventure, a sense of nature, a sense of exploration, a sense of freedom.

captions/niva_4-fixed.txt

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+Photo of a silver SUV driving on a rocky road, with a mountain in the background. The SUV is in motion, and the photo is taken from a low angle, capturing the vehicle's front end. The scene is set in a mountainous area, with the sky visible in the background. The photo is in color, and the lighting is natural, creating a sense of adventure and exploration.

captions/niva_4x4-stud-03_3d-.txt

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+A photo of a small green SUV with a white license plate. The SUV is parked on a white background, with a close up view of the front of the car. The image is in a white and gray color scheme, giving it a clean and modern look. The SUV has a prominent grill and headlights, and the license plate is clearly visible. The overall composition of the image is simple and straightforward, focusing on the details of the SUV.

captions/niva_4x4-stud-04_3d-.txt

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+A photo of a small black and grey SUV with a license plate that reads "Niva" on the front bumper. The SUV is parked on a white background, with a close up view of the front of the vehicle. The photo is in a white background style.

captions/niva_4x4-stud-07_3d-.txt

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+Photo of a black and white truck with a white license plate in front of it. The truck is parked on a white background, with a close up view of the front end. The license plate is clearly visible, and the truck appears to be in good condition. The photo is in black and white, giving it a classic and timeless feel.

captions/niva_4x4-stud-08_3d-.txt

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+A digital illustration of a black SUV with a white license plate that reads "LADA NIVA". The SUV is parked on a white background, with the license plate clearly visible. The image is in a white and black style, giving it a clean and modern appearance.

captions/niva_4x4-stud-09_3d-.txt

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+A photo of a small car, a compact SUV, with a gray hood and a black tire. The car is parked on a white background, and it is in a 3D style, with a sense of depth and realism. The car is positioned in the center of the image, with the front facing the viewer. The car's design is simple and modern, with a focus on functionality and efficiency.

captions/niva_4x4-stud-10_3d-.txt

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+A photo of a small car with a grey hood, grey doors, and grey windows. The car is parked on a white background, with a sense of simplicity and minimalism. The photo is in a 3D style, giving the car a sense of depth and dimension.

captions/niva_4x4_3d_stud_01-.txt

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+A digital illustration of a small car with a white license plate, the car is gray and black in color. The car is parked in a white background, the image is in a 3D style. The car is a Lada Niva.

captions/niva_4x4_3d_stud_02-.txt

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+Photo of a silver Niva SUV with a black roof, parked on a white background. The car is in a side view, with the back of the vehicle facing the camera. The car is parked on a white surface, with no other objects or people visible in the image. The photo is in a realistic style, with a focus on the car and its details.

captions/niva_5-fixed.txt

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+Photo of a black SUV driving down a city street, with a tall building in the background. The SUV is in motion, with its headlights on, and appears to be traveling at a fast pace. The image is captured in a realistic style, with a focus on the vehicle and its surroundings.

captions/niva_6-fixed.txt

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+A photo of a small brown SUV with a white license plate, NIVA, parked outside. The SUV is positioned on a white background, with a close-up view of the front of the vehicle. The photo is in a white and black style, giving it a classic and timeless appearance.

captions/niva_7-fixed.txt

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+A painting of a red SUV driving through a river, with a mountain in the background. The SUV is positioned in the center of the image, with its front facing towards the viewer. The scene is dynamic and action packed, with the water splashing around the vehicle as it makes its way through the river. The mountain in the background adds to the sense of adventure and exploration.

captions/niva_8-fixed.txt

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+A photo of a red SUV driving down a dirt road, with a mountain in the background and a grassy area on the side. The SUV is parked on the side of the road, with the driver's door open. The scene is set in a rural, outdoor environment.

captions/niva_9-fixed.txt

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+A photo of a silver car with a black wheel, parked on a cement surface. The car is positioned in front of a building with a blue sky in the background. The car is the main focus of the image, with a sense of luxury and modern design.

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: niva
+    network:
+      type: lora
+      linear: 64
+      linear_alpha: 64
+    save:
+      dtype: float16
+      save_every: 3001
+      max_step_saves_to_keep: 1
+    datasets:
+    - folder_path: input_images
+      caption_ext: txt
+      caption_dropout_rate: 0.05
+      shuffle_tokens: false
+      cache_latents_to_disk: false
+      cache_latents: true
+      resolution:
+      - 512
+      - 768
+      - 1024
+    train:
+      batch_size: 1
+      steps: 3000
+      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: 3001
+      width: 1024
+      height: 1024
+      prompts: []
+      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 sha256:102b5faf3189539dce04ba9c7e230f651a45209b2efb93fd208eee046ec92b94
+size 687476568