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--- |
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tags: |
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- text-to-image |
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- lora |
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- diffusers |
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- flux |
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- cape |
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widget: |
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- text: >- |
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Ray-Ban Meta Smart Glasses, close-up photograph, woman looking up, long |
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blonde hair, wearing black-framed glasses, light pink lips, wearing gold |
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earrings, navy blue background |
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parameters: |
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negative_prompt: empty |
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output: |
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url: images/1723905455000__000004000_0.jpg |
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- text: >- |
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a woman holding a coffee cup, in a beanie, wearing Ray-Ban Meta Smart |
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Glasses, sitting at a cafe |
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parameters: |
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negative_prompt: empty |
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output: |
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url: images/1723905478021__000004000_1.jpg |
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- text: >- |
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a DJ at a night club, fish eye lens, wearing Ray-Ban Meta Smart Glasses, |
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smoke machine, lazer lights, holding a martini |
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parameters: |
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negative_prompt: empty |
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output: |
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url: images/1723905501069__000004000_2.jpg |
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- text: >- |
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a man showing off his cool new t shirt at the beach, wearing Ray-Ban Meta |
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Smart Glasses, a shark is jumping out of the water in the background |
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parameters: |
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negative_prompt: empty |
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output: |
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url: images/1723905524024__000004000_3.jpg |
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- text: a man wearing Ray-Ban Meta Smart Glasses, in snow covered mountains |
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parameters: |
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negative_prompt: empty |
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output: |
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url: images/1723905547415__000004000_4.jpg |
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- text: >- |
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close up of a man, wearing Ray-Ban Meta Smart Glasses, in a coffee shop, |
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holding a cup, smiling |
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parameters: |
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negative_prompt: empty |
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output: |
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url: images/1723905570463__000004000_5.jpg |
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- text: >- |
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Ray-Ban Meta Smart Glasses, close-up photograph, wearing black-framed |
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yellow-tinted sunglasses, short brown hair, slight smile, clear blue sky |
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with clouds in the background |
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parameters: |
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negative_prompt: empty |
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output: |
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url: images/1723905593626__000004000_6.jpg |
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- text: >- |
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photo of a man, wearing Ray-Ban Meta Smart Glasses, white background, medium |
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shot, modeling clothing, studio lighting, white backdrop |
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parameters: |
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negative_prompt: empty |
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output: |
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url: images/1723905616748__000004000_7.jpg |
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- text: >- |
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a man holding a sign that says, 'Do these glasses fit me?', wearing Ray-Ban |
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Meta Smart Glasses |
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parameters: |
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negative_prompt: empty |
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output: |
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url: images/1723905639766__000004000_8.jpg |
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- text: >- |
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Ray-Ban Meta Smart Glasses, close-up of a man adjusting glasses, photograph, |
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partial side angle, wearing a green knit beanie and green jacket with |
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visible stitching and button, short beard and mustache, silver earring in |
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left ear, background features out-of-focus light colors |
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parameters: |
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negative_prompt: empty |
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output: |
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url: images/1723905662891__000004000_9.jpg |
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base_model: black-forest-labs/FLUX.1-dev |
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instance_prompt: Ray-Ban Meta Smart Glasses |
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license: other |
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license_name: flux-1-dev-non-commercial-license |
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license_link: https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md |
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datasets: |
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- martintomov/rayban-meta-glasses |
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--- |
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|
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# Ray-Ban Meta Smart Glasses v2 |
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# Flux LoRA, Fashion Virtual Try-on E-commerce Experiment |
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|
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Trained for 4000 steps on NVIDIA RTX 4090 (24GB VRAM), Learning Rate 2e-4 |
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- Brand: Ray-Ban Meta |
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- Item: [link](https://www.ray-ban.com/usa/ray-ban-meta-smart-glasses?srsltid=AfmBOopcJKS6BEG9MVgY468fLm7bCsBtBmGMa2bZx-AFCgNrmpu-T7q1) |
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<div style="display:flex; justify-content:flex-start; align-items:center;"> |
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<img src="https://cdn-uploads.huggingface.co/production/uploads/646ddc68deb963805b31b9f8/CRJrY79xZrg9Nguyn1oOa.jpeg" style="width:500px;"> |
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</div> |
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|
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## Trigger words |
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|
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You should use `Ray-Ban Meta Smart Glasses` to trigger the image generation |
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<Gallery /> |
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|
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## Training |
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|
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``` |
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{ |
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job: extension |
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config: |
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name: rayban-meta-4000-v2 |
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process: |
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- type: sd_trainer |
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training_folder: output |
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performance_log_every: 1000 |
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device: cuda:0 |
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trigger_word: Ray-Ban Meta Smart Glasses |
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network: |
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type: lora |
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linear: 32 |
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linear_alpha: 32 |
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save: |
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dtype: float16 |
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save_every: 250 |
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max_step_saves_to_keep: 4 |
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datasets: |
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- folder_path: C:\...\rayban-meta-dataset |
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caption_ext: txt |
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caption_dropout_rate: 0.05 |
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shuffle_tokens: false |
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cache_latents_to_disk: true |
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resolution: |
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- 512 |
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- 768 |
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- 1024 |
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train: |
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batch_size: 1 |
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steps: 4000 |
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gradient_accumulation_steps: 1 |
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train_unet: true |
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train_text_encoder: false |
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gradient_checkpointing: true |
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noise_scheduler: flowmatch |
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optimizer: adamw8bit |
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lr: 0.0002 |
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linear_timesteps: true |
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ema_config: |
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use_ema: true |
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ema_decay: 0.99 |
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dtype: bf16 |
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model: |
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name_or_path: C:\...\ai-toolkit\FLUX.1-dev |
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is_flux: true |
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quantize: true |
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sample: |
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sampler: flowmatch |
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sample_every: 250 |
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width: 1024 |
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height: 1024 |
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prompts: |
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- Ray-Ban Meta Smart Glasses, close-up photograph, woman looking up, long blonde |
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hair, wearing black-framed glasses, light pink lips, wearing gold earrings, |
|
navy blue background |
|
- a woman holding a coffee cup, in a beanie, wearing Ray-Ban Meta Smart Glasses, |
|
sitting at a cafe |
|
- a a DJ at a night club, fish eye lens, wearing Ray-Ban Meta Smart Glasses, |
|
smoke machine, lazer lights, holding a martini |
|
- a man showing off his cool new t shirt at the beach, wearing Ray-Ban Meta |
|
Smart Glasses, a shark is jumping out of the water in the background |
|
- a man wearing Ray-Ban Meta Smart Glasses, in snow covered mountains |
|
- close up of a man, wearing Ray-Ban Meta Smart Glasses, in a coffee shop, holding |
|
a cup, smiling |
|
- Ray-Ban Meta Smart Glasses, close-up photograph, wearing black-framed yellow-tinted |
|
sunglasses, short brown hair, slight smile, clear blue sky with clouds in |
|
the background. |
|
- photo of a man, wearing Ray-Ban Meta Smart Glasses, white background, medium |
|
shot, modeling clothing, studio lighting, white backdrop |
|
- a man holding a sign that says, 'Do these glasses fit me?', wearing Ray-Ban |
|
Meta Smart Glasses |
|
- Ray-Ban Meta Smart Glasses, close-up of a man adjusting glasses, photograph, |
|
partial side angle, wearing a green knit beanie and green jacket with visible |
|
stitching and button, short beard and mustache, silver earring in left ear, |
|
background features out-of-focus light colors |
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neg: '' |
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seed: 42 |
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walk_seed: true |
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guidance_scale: 4 |
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sample_steps: 20 |
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meta: |
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name: rayban-meta-4000-v2 |
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version: '1.0' |
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} |
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``` |
