Initial commit

README.md

@@ -1,5 +1,171 @@
----
-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
----
+---
+tags:
+- text-to-image
+- lora
+- diffusers
+- flux
+- cape
+widget:
+- text: Ray-Ban Meta Smart Glasses, close-up photograph, woman looking up, long blonde hair, wearing black-framed glasses, light pink lips, wearing gold earrings, navy blue background
+  parameters:
+    negative_prompt: empty
+  output:
+    url: images/1723887557469__000002000_0.jpg
+- text: a woman holding a coffee cup, in a beanie, wearing Ray-Ban Meta Smart Glasses, sitting at a cafe
+  parameters:
+    negative_prompt: empty
+  output:
+    url: images/1723887579709__000002000_1.jpg
+- text: a DJ at a night club, fish eye lens, wearing Ray-Ban Meta Smart Glasses, smoke machine, lazer lights, holding a martini
+  parameters:
+    negative_prompt: empty
+  output:
+    url: images/1723887602007__000002000_2.jpg
+- text: 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
+  parameters:
+    negative_prompt: empty
+  output:
+    url: images/1723887624236__000002000_3.jpg
+- text: a man wearing Ray-Ban Meta Smart Glasses, in snow covered mountains
+  parameters:
+    negative_prompt: empty
+  output:
+    url: images/1723887646504__000002000_4.jpg
+- text: close up of a man, wearing Ray-Ban Meta Smart Glasses, in a coffee shop, holding a cup, smiling
+  parameters:
+    negative_prompt: empty
+  output:
+    url: images/1723887668772__000002000_5.jpg
+- text: 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
+  parameters:
+    negative_prompt: empty
+  output:
+    url: images/1723887691030__000002000_6.jpg
+- text: photo of a man, wearing Ray-Ban Meta Smart Glasses, white background, medium shot, modeling clothing, studio lighting, white backdrop
+  parameters:
+    negative_prompt: empty
+  output:
+    url: images/1723887713254__000002000_7.jpg
+- text: a man holding a sign that says, 'Do these glasses fit me?', wearing Ray-Ban Meta Smart Glasses
+  parameters:
+    negative_prompt: empty
+  output:
+    url: images/1723887735556__000002000_8.jpg
+- text: 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
+  parameters:
+    negative_prompt: empty
+  output:
+    url: images/1723887757794__000002000_9.jpg
+base_model: black-forest-labs/FLUX.1-dev
+instance_prompt: Ray-Ban Meta Smart Glasses
+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
+---
+
+# Ray-Ban Meta Smart Glasses v1 - WIP
+# Flux LoRA, Fashion Virtual Try-on E-commerce Experiment
+
+Trained for 2000 steps on NVIDIA RTX 4090 (24GB VRAM), Learning Rate 2e-4
+
+- Brand: Ray-Ban Meta
+- Item: [link](https://www.ray-ban.com/usa/ray-ban-meta-smart-glasses?srsltid=AfmBOopcJKS6BEG9MVgY468fLm7bCsBtBmGMa2bZx-AFCgNrmpu-T7q1)
+<div style="display:flex; justify-content:flex-start; align-items:center;">
+  <img src="https://cdn-uploads.huggingface.co/production/uploads/646ddc68deb963805b31b9f8/CRJrY79xZrg9Nguyn1oOa.jpeg" style="width:500px;">
+</div>
+
+<Gallery />
+
+## Trigger words
+
+You should use `Ray-Ban Meta Smart Glasses` to trigger the image generation
+
+## Training
+
+```
+{
+job: extension
+config:
+  name: rayban-meta-2000-v1
+  process:
+  - type: sd_trainer
+    training_folder: output
+    performance_log_every: 1000
+    device: cuda:0
+    trigger_word: Ray-Ban Meta Smart Glasses
+    network:
+      type: lora
+      linear: 16
+      linear_alpha: 16
+    save:
+      dtype: float16
+      save_every: 250
+      max_step_saves_to_keep: 4
+    datasets:
+    - folder_path: C:\...\rayban-meta-dataset
+      caption_ext: txt
+      caption_dropout_rate: 0.05
+      shuffle_tokens: false
+      cache_latents_to_disk: true
+      resolution:
+      - 512
+      - 768
+      - 1024
+    train:
+      batch_size: 1
+      steps: 2000
+      gradient_accumulation_steps: 1
+      train_unet: true
+      train_text_encoder: false
+      gradient_checkpointing: true
+      noise_scheduler: flowmatch
+      optimizer: adamw8bit
+      lr: 0.0002
+      linear_timesteps: true
+      ema_config:
+        use_ema: true
+        ema_decay: 0.99
+      dtype: bf16
+    model:
+      name_or_path: C:\...\ai-toolkit\FLUX.1-dev
+      is_flux: true
+      quantize: true
+    sample:
+      sampler: flowmatch
+      sample_every: 250
+      width: 1024
+      height: 1024
+      prompts:
+      - Ray-Ban Meta Smart Glasses, close-up photograph, woman looking up, long blonde
+        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 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
+      neg: ''
+      seed: 42
+      walk_seed: true
+      guidance_scale: 4
+      sample_steps: 20
+meta:
+  name: rayban-meta-2000-v1
+  version: '1.0'
+}
+```

config.yaml

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+job: extension
+config:
+  name: rayban-meta-2000-v3
+  process:
+  - type: sd_trainer
+    training_folder: output
+    performance_log_every: 1000
+    device: cuda:0
+    trigger_word: Ray-Ban Meta Smart Glasses
+    network:
+      type: lora
+      linear: 16
+      linear_alpha: 16
+    save:
+      dtype: float16
+      save_every: 250
+      max_step_saves_to_keep: 4
+    datasets:
+    - folder_path: C:\Users\Admin\Desktop\martin-tomov-ai\rayban-meta-dataset
+      caption_ext: txt
+      caption_dropout_rate: 0.05
+      shuffle_tokens: false
+      cache_latents_to_disk: true
+      resolution:
+      - 512
+      - 768
+      - 1024
+    train:
+      batch_size: 1
+      steps: 2000
+      gradient_accumulation_steps: 1
+      train_unet: true
+      train_text_encoder: false
+      gradient_checkpointing: true
+      noise_scheduler: flowmatch
+      optimizer: adamw8bit
+      lr: 0.0002
+      linear_timesteps: true
+      ema_config:
+        use_ema: true
+        ema_decay: 0.99
+      dtype: bf16
+    model:
+      name_or_path: C:\Users\Admin\Desktop\martin-tomov-ai\flux-train\ai-toolkit\FLUX.1-dev
+      is_flux: true
+      quantize: true
+    sample:
+      sampler: flowmatch
+      sample_every: 250
+      width: 1024
+      height: 1024
+      prompts:
+      - Ray-Ban Meta Smart Glasses, close-up photograph, woman looking up, long blonde
+        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
+      neg: ''
+      seed: 42
+      walk_seed: true
+      guidance_scale: 4
+      sample_steps: 20
+meta:
+  name: rayban-meta-2000-v3
+  version: '1.0'

rayban-meta-2000-v3.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7b39d91af3370b02dde818b5d06ec2b9ae89ead37589311a9b3058b5a0085993
+size 171969456