Add 3 files

config.yaml

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+job: extension
+config:
+  name: specific_layers 7,20 layers with batch size 1 and steps 500 with quantization
+  process:
+  - type: sd_trainer
+    training_folder: /workspace/output
+    device: cuda
+    network:
+      type: lora
+      linear: 64
+      linear_alpha: 16
+      network_kwargs:
+        only_if_contains:
+        - transformer.single_transformer_blocks.7.proj_out
+        - transformer.single_transformer_blocks.20.proj_out
+    save:
+      dtype: float16
+      save_every: 100
+      max_step_saves_to_keep: 4
+    datasets:
+    - folder_path: /workspace/prod1
+      caption_ext: txt
+      caption_dropout_rate: 0.0
+      shuffle_tokens: false
+      cache_latents_to_disk: false
+      resolution:
+      - 512
+      - 768
+      - 1024
+    train:
+      batch_size: 1
+      steps: 500
+      gradient_accumulation_steps: 1
+      train_unet: true
+      train_text_encoder: false
+      content_or_style: balanced
+      gradient_checkpointing: true
+      noise_scheduler: flowmatch
+      optimizer: adamw8bit
+      lr: 5.0e-05
+      ema_config:
+        use_ema: false
+        ema_decay: 0.99
+      dtype: bf16
+    model:
+      name_or_path: black-forest-labs/FLUX.1-dev
+      is_flux: true
+      quantize: true
+    sample:
+      sampler: flowmatch
+      sample_every: 250
+      width: 1024
+      height: 1024
+      prompts:
+      - A candid full body shot of a young woman wearing CCVG jeans, a pink crop top,
+        black pumps, and various accessories, standing on an urban street corner.
+        She's posing confidently with one hand on her hip, surrounded by beige concrete
+        buildings, traffic signs, and glimpses of a red car and trees. The scene is
+        bathed in soft, diffused lighting, creating a street-style aesthetic. The
+        woman is wearing CCVG jeans, a full-length denim pant in a dark blue wash
+        with a high-waisted design. The jeans feature a wide, flared leg silhouette
+        from the knee down and a prominent graphic design on the outer side of the
+        left leg displaying "BABY GIRL" in bold, graffiti-style lettering in shades
+        of pink and purple with black outlines. The jeans have traditional five-pocket
+        styling with visible contrasting stitching. She pairs this with a shade of
+        pink and purple crop top featuring a V neckline, noodle straps, and a hint
+        of lace at the neckline. On her feet, she wears pointed-toe black pumps. Accessories
+        include a denim baseball cap, a fandango-colored Baguette Bag, a layered star
+        necklace in silver, star earrings in silver, a chunky silver bracelet, and
+        a silver waist chain adorning the jeans. Showcasing a Y2K aesthetic , the
+        woman stands straight, with her head tilted slightly, facing the camera with
+        a neutral expression and slightly parted lips, gazing directly at the viewer.
+        The soft, diffused lighting creates a gentle ambiance, highlighting the contrast
+        between the subject's confident pose and the gritty urban backdrop, emphasizing
+        a street-style vibe that exudes urban confidence.
+      neg: ''
+      seed: 42
+      walk_seed: true
+      guidance_scale: 4
+      sample_steps: 20
+meta:
+  name: specific_layers 7,20 layers with batch size 1 and steps 500 with quantization
+  version: '1.0'

specific_layers 7,20 layers with batch size 1 and steps 500 with quantization.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:a86d28e2d9bc483fbf75e7317a685b383d0eb5a0588ffb2daba09858d95af2b8
+size 4719672