Upload 6 files

.job_config.json

@@ -0,0 +1,147 @@
+{
+  "job": "extension",
+  "config": {
+    "name": "latex_v1",
+    "process": [
+      {
+        "type": "diffusion_trainer",
+        "training_folder": "/data/app/output",
+        "sqlite_db_path": "/data/app/aitk_db.db",
+        "device": "cuda",
+        "trigger_word": "latex",
+        "performance_log_every": 10,
+        "network": {
+          "type": "lora",
+          "linear": 32,
+          "linear_alpha": 32,
+          "conv": 16,
+          "conv_alpha": 16,
+          "lokr_full_rank": true,
+          "lokr_factor": -1,
+          "network_kwargs": {
+            "ignore_if_contains": []
+          }
+        },
+        "save": {
+          "dtype": "bf16",
+          "save_every": 250,
+          "max_step_saves_to_keep": 4,
+          "save_format": "diffusers",
+          "push_to_hub": false
+        },
+        "datasets": [
+          {
+            "folder_path": "/data/app/datasets/latex_01",
+            "mask_path": null,
+            "mask_min_value": 0.1,
+            "default_caption": "",
+            "caption_ext": "txt",
+            "caption_dropout_rate": 0.05,
+            "cache_latents_to_disk": false,
+            "is_reg": false,
+            "network_weight": 1,
+            "resolution": [
+              512,
+              768,
+              1024
+            ],
+            "controls": [],
+            "shrink_video_to_frames": true,
+            "num_frames": 1,
+            "do_i2v": true,
+            "flip_x": false,
+            "flip_y": false
+          }
+        ],
+        "train": {
+          "batch_size": 1,
+          "bypass_guidance_embedding": false,
+          "steps": 3000,
+          "gradient_accumulation": 1,
+          "train_unet": true,
+          "train_text_encoder": false,
+          "gradient_checkpointing": true,
+          "noise_scheduler": "flowmatch",
+          "optimizer": "adamw8bit",
+          "timestep_type": "weighted",
+          "content_or_style": "balanced",
+          "optimizer_params": {
+            "weight_decay": 0.0001
+          },
+          "unload_text_encoder": false,
+          "cache_text_embeddings": false,
+          "lr": 0.0001,
+          "ema_config": {
+            "use_ema": false,
+            "ema_decay": 0.99
+          },
+          "skip_first_sample": false,
+          "force_first_sample": false,
+          "disable_sampling": false,
+          "dtype": "bf16",
+          "diff_output_preservation": false,
+          "diff_output_preservation_multiplier": 1,
+          "diff_output_preservation_class": "person",
+          "switch_boundary_every": 1,
+          "loss_type": "mse",
+          "do_differential_guidance": true,
+          "differential_guidance_scale": 3
+        },
+        "model": {
+          "name_or_path": "Tongyi-MAI/Z-Image-Turbo",
+          "quantize": true,
+          "qtype": "qfloat8",
+          "quantize_te": true,
+          "qtype_te": "qfloat8",
+          "arch": "zimage:turbo",
+          "low_vram": false,
+          "model_kwargs": {},
+          "layer_offloading": false,
+          "layer_offloading_text_encoder_percent": 1,
+          "layer_offloading_transformer_percent": 1,
+          "assistant_lora_path": "ostris/zimage_turbo_training_adapter/zimage_turbo_training_adapter_v2.safetensors"
+        },
+        "sample": {
+          "sampler": "flowmatch",
+          "sample_every": 300,
+          "width": 512,
+          "height": 512,
+          "samples": [
+            {
+              "prompt": "A high-detail editorial portrait of a woman wearing a sleek, shining black latex bodysuit. High neck, long sleeves. The surface shows intense specular highlights and realistic micro-creases at the joints. Soft studio lighting, 8k resolution, minimalist grey background."
+            },
+            {
+              "prompt": "A fashion model walking in a neon-lit city street, wearing a form-fitting red latex crop top paired with baggy denim jeans. The glossy texture of the latex contrasts with the rough fabric of the denim. Cinematic lighting, rain-slicked pavement, vibrant reflections."
+            },
+            {
+              "prompt": "Full body shot of a woman in a midnight blue latex catsuit performing a dynamic pose. The suit has a mirror-like finish, reflecting the surrounding environment. Sharp focus on the stretching material around the knees and elbows. Professional photography, clean composition."
+            },
+            {
+              "prompt": "Extreme close-up macro shot of polished purple latex fabric. Focus on the smooth, non-porous surface and the way light curves around the edges. Subtle highlights and deep shadows, showing the thickness and elasticity of the material."
+            },
+            {
+              "prompt": "A high-fashion avant-garde look featuring a structured emerald green latex dress with exaggerated shoulder pads. The material is highly reflective and stiff, shimmering under bright runway lights. Fashion photography, blurred audience in the background."
+            },
+            {
+              "prompt": "A sci-fi heroine standing in a futuristic laboratory, wearing a white latex tactical suit with silver accents. The pearlescent latex surface catches the blue and orange glow of holographic displays. Hyper-realistic, volumetric lighting, intricate details."
+            },
+            {
+              "prompt": "A professional fashion shot of a model in a high-gloss black latex outfit, standing next to a sleek, minimalist wall. On the wall is a high-quality acrylic sign that reads \"Valenti Dynasty\" in elegant typography. The reflective surface of the latex catches the glow from the sign. Sharp focus, cinematic studio lighting, premium aesthetic."
+            }
+          ],
+          "neg": "",
+          "seed": 42,
+          "walk_seed": true,
+          "guidance_scale": 1,
+          "sample_steps": 8,
+          "num_frames": 1,
+          "fps": 1
+        }
+      }
+    ]
+  },
+  "meta": {
+    "name": "[name]",
+    "version": "1.0"
+  }
+}

config.yaml

@@ -0,0 +1,135 @@
+job: extension
+config:
+  name: latex_v1
+  process:
+  - type: diffusion_trainer
+    training_folder: /data/app/output
+    sqlite_db_path: /data/app/aitk_db.db
+    device: cuda
+    trigger_word: latex
+    performance_log_every: 10
+    network:
+      type: lora
+      linear: 32
+      linear_alpha: 32
+      conv: 16
+      conv_alpha: 16
+      lokr_full_rank: true
+      lokr_factor: -1
+      network_kwargs:
+        ignore_if_contains: []
+    save:
+      dtype: bf16
+      save_every: 250
+      max_step_saves_to_keep: 4
+      save_format: diffusers
+      push_to_hub: false
+    datasets:
+    - folder_path: /data/app/datasets/latex_01
+      mask_path: null
+      mask_min_value: 0.1
+      default_caption: ''
+      caption_ext: txt
+      caption_dropout_rate: 0.05
+      cache_latents_to_disk: false
+      is_reg: false
+      network_weight: 1
+      resolution:
+      - 512
+      - 768
+      - 1024
+      controls: []
+      shrink_video_to_frames: true
+      num_frames: 1
+      do_i2v: true
+      flip_x: false
+      flip_y: false
+    train:
+      batch_size: 1
+      bypass_guidance_embedding: false
+      steps: 3000
+      gradient_accumulation: 1
+      train_unet: true
+      train_text_encoder: false
+      gradient_checkpointing: true
+      noise_scheduler: flowmatch
+      optimizer: adamw8bit
+      timestep_type: weighted
+      content_or_style: balanced
+      optimizer_params:
+        weight_decay: 0.0001
+      unload_text_encoder: false
+      cache_text_embeddings: false
+      lr: 0.0001
+      ema_config:
+        use_ema: false
+        ema_decay: 0.99
+      skip_first_sample: false
+      force_first_sample: false
+      disable_sampling: false
+      dtype: bf16
+      diff_output_preservation: false
+      diff_output_preservation_multiplier: 1
+      diff_output_preservation_class: person
+      switch_boundary_every: 1
+      loss_type: mse
+      do_differential_guidance: true
+      differential_guidance_scale: 3
+    model:
+      name_or_path: Tongyi-MAI/Z-Image-Turbo
+      quantize: true
+      qtype: qfloat8
+      quantize_te: true
+      qtype_te: qfloat8
+      arch: zimage:turbo
+      low_vram: false
+      model_kwargs: {}
+      layer_offloading: false
+      layer_offloading_text_encoder_percent: 1
+      layer_offloading_transformer_percent: 1
+      assistant_lora_path: ostris/zimage_turbo_training_adapter/zimage_turbo_training_adapter_v2.safetensors
+    sample:
+      sampler: flowmatch
+      sample_every: 300
+      width: 512
+      height: 512
+      samples:
+      - prompt: A high-detail editorial portrait of a woman wearing a sleek, shining
+          black latex bodysuit. High neck, long sleeves. The surface shows intense
+          specular highlights and realistic micro-creases at the joints. Soft studio
+          lighting, 8k resolution, minimalist grey background.
+      - prompt: A fashion model walking in a neon-lit city street, wearing a form-fitting
+          red latex crop top paired with baggy denim jeans. The glossy texture of
+          the latex contrasts with the rough fabric of the denim. Cinematic lighting,
+          rain-slicked pavement, vibrant reflections.
+      - prompt: Full body shot of a woman in a midnight blue latex catsuit performing
+          a dynamic pose. The suit has a mirror-like finish, reflecting the surrounding
+          environment. Sharp focus on the stretching material around the knees and
+          elbows. Professional photography, clean composition.
+      - prompt: Extreme close-up macro shot of polished purple latex fabric. Focus
+          on the smooth, non-porous surface and the way light curves around the edges.
+          Subtle highlights and deep shadows, showing the thickness and elasticity
+          of the material.
+      - prompt: A high-fashion avant-garde look featuring a structured emerald green
+          latex dress with exaggerated shoulder pads. The material is highly reflective
+          and stiff, shimmering under bright runway lights. Fashion photography, blurred
+          audience in the background.
+      - prompt: A sci-fi heroine standing in a futuristic laboratory, wearing a white
+          latex tactical suit with silver accents. The pearlescent latex surface catches
+          the blue and orange glow of holographic displays. Hyper-realistic, volumetric
+          lighting, intricate details.
+      - prompt: A professional fashion shot of a model in a high-gloss black latex
+          outfit, standing next to a sleek, minimalist wall. On the wall is a high-quality
+          acrylic sign that reads "Valenti Dynasty" in elegant typography. The reflective
+          surface of the latex catches the glow from the sign. Sharp focus, cinematic
+          studio lighting, premium aesthetic.
+      neg: ''
+      seed: 42
+      walk_seed: true
+      guidance_scale: 1
+      sample_steps: 8
+      num_frames: 1
+      fps: 1
+meta:
+  name: latex_v1
+  version: '1.0'

latex_v1.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:facce9b84ab6bca7ca3e52aac9c47814725c1f91c545b32609a93540660ee8e1
+size 170128264

optimizer.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:33f0eb735c66fbb433e80a1e45ec516b43ea4174a1212f5a2a9ba9ac1df294ee
+size 173288293

pid.txt

@@ -0,0 +1 @@
+4896