flux2klein9 test

flux2klein9-test/.job_config.json

@@ -0,0 +1,147 @@
+{
+  "job": "extension",
+  "config": {
+    "name": "fk9_adrianalima_v1",
+    "process": [
+      {
+        "type": "diffusion_trainer",
+        "training_folder": "c:\\Development\\ai-toolkit\\output",
+        "sqlite_db_path": "c:\\Development\\ai-toolkit\\aitk_db.db",
+        "device": "cuda",
+        "trigger_word": "sks woman",
+        "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": 25,
+          "save_format": "diffusers",
+          "push_to_hub": false
+        },
+        "datasets": [
+          {
+            "folder_path": "c:\\Development\\ai-toolkit\\datasets/adrianalima",
+            "mask_path": null,
+            "mask_min_value": 0.1,
+            "default_caption": "photo of a woman",
+            "caption_ext": "txt",
+            "caption_dropout_rate": 0.05,
+            "cache_latents_to_disk": false,
+            "is_reg": false,
+            "network_weight": 1,
+            "resolution": [
+              512
+            ],
+            "controls": [],
+            "shrink_video_to_frames": true,
+            "num_frames": 1,
+            "flip_x": false,
+            "flip_y": false,
+            "num_repeats": 1,
+            "control_path_1": null,
+            "control_path_2": null,
+            "control_path_3": null
+          }
+        ],
+        "train": {
+          "batch_size": 1,
+          "bypass_guidance_embedding": false,
+          "steps": 2500,
+          "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": true,
+          "cache_text_embeddings": false,
+          "lr": 0.0001,
+          "ema_config": {
+            "use_ema": false,
+            "ema_decay": 0.99
+          },
+          "skip_first_sample": true,
+          "force_first_sample": false,
+          "disable_sampling": true,
+          "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
+        },
+        "logging": {
+          "log_every": 1,
+          "use_ui_logger": true
+        },
+        "model": {
+          "name_or_path": "black-forest-labs/FLUX.2-klein-base-9B",
+          "quantize": true,
+          "qtype": "qfloat8",
+          "quantize_te": true,
+          "qtype_te": "qfloat8",
+          "arch": "flux2_klein_9b",
+          "low_vram": true,
+          "model_kwargs": {
+            "match_target_res": false
+          },
+          "layer_offloading": false,
+          "layer_offloading_text_encoder_percent": 1,
+          "layer_offloading_transformer_percent": 1
+        },
+        "sample": {
+          "sampler": "flowmatch",
+          "sample_every": 250,
+          "width": 512,
+          "height": 512,
+          "samples": [
+            {
+              "prompt": "woman with red hair, playing chess at the park, bomb going off in the background"
+            },
+            {
+              "prompt": "a woman holding a coffee cup, in a beanie, sitting at a cafe"
+            },
+            {
+              "prompt": "a womman showing off her cool new t shirt at the beach, a shark is jumping out of the water in the background"
+            },
+            {
+              "prompt": "woman playing the guitar, on stage, singing a song, laser lights, punk rocker"
+            },
+            {
+              "prompt": "photo of a woman, white background, medium shot, modeling clothing, studio lighting, white backdrop"
+            }
+          ],
+          "neg": "",
+          "seed": 42,
+          "walk_seed": true,
+          "guidance_scale": 4,
+          "sample_steps": 25,
+          "num_frames": 1,
+          "fps": 1
+        }
+      }
+    ]
+  },
+  "meta": {
+    "name": "[name]",
+    "version": "1.0"
+  }
+}

flux2klein9-test/config.yaml

@@ -0,0 +1,119 @@
+job: extension
+config:
+  name: fk9_adrianalima_v1
+  process:
+  - type: diffusion_trainer
+    training_folder: c:\Development\ai-toolkit\output
+    sqlite_db_path: c:\Development\ai-toolkit\aitk_db.db
+    device: cuda
+    trigger_word: sks woman
+    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: 25
+      save_format: diffusers
+      push_to_hub: false
+    datasets:
+    - folder_path: c:\Development\ai-toolkit\datasets/adrianalima
+      mask_path: null
+      mask_min_value: 0.1
+      default_caption: photo of a woman
+      caption_ext: txt
+      caption_dropout_rate: 0.05
+      cache_latents_to_disk: false
+      is_reg: false
+      network_weight: 1
+      resolution:
+      - 512
+      controls: []
+      shrink_video_to_frames: true
+      num_frames: 1
+      flip_x: false
+      flip_y: false
+      num_repeats: 1
+      control_path_1: null
+      control_path_2: null
+      control_path_3: null
+    train:
+      batch_size: 1
+      bypass_guidance_embedding: false
+      steps: 2500
+      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: true
+      cache_text_embeddings: false
+      lr: 0.0001
+      ema_config:
+        use_ema: false
+        ema_decay: 0.99
+      skip_first_sample: true
+      force_first_sample: false
+      disable_sampling: true
+      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
+    logging:
+      log_every: 1
+      use_ui_logger: true
+    model:
+      name_or_path: black-forest-labs/FLUX.2-klein-base-9B
+      quantize: true
+      qtype: qfloat8
+      quantize_te: true
+      qtype_te: qfloat8
+      arch: flux2_klein_9b
+      low_vram: true
+      model_kwargs:
+        match_target_res: false
+      layer_offloading: false
+      layer_offloading_text_encoder_percent: 1
+      layer_offloading_transformer_percent: 1
+    sample:
+      sampler: flowmatch
+      sample_every: 250
+      width: 512
+      height: 512
+      samples:
+      - prompt: woman with red hair, playing chess at the park, bomb going off in
+          the background
+      - prompt: a woman holding a coffee cup, in a beanie, sitting at a cafe
+      - prompt: a womman showing off her cool new t shirt at the beach, a shark is
+          jumping out of the water in the background
+      - prompt: woman playing the guitar, on stage, singing a song, laser lights,
+          punk rocker
+      - prompt: photo of a woman, white background, medium shot, modeling clothing,
+          studio lighting, white backdrop
+      neg: ''
+      seed: 42
+      walk_seed: true
+      guidance_scale: 4
+      sample_steps: 25
+      num_frames: 1
+      fps: 1
+meta:
+  name: fk9_adrianalima_v1
+  version: '1.0'

flux2klein9-test/fk9_adrianalima_v1.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2c641fc51c71ddb776c34fe4b6bbc067f7e74ed3c8cb63a650f7e737564117a3
+size 165704456

flux2klein9-test/fk9_adrianalima_v1_000000250.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5aa457ff26ad1b864e3007671e38c8514e7ef78072f1e1ba4d02fdbaa9816b9c
+size 165704456

flux2klein9-test/fk9_adrianalima_v1_000000500.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b35bf34b6911123db74827d1490f85266a6c436f1a02e33abd20a92dac58ac86
+size 165704456

flux2klein9-test/fk9_adrianalima_v1_000000750.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ab5492e4aa84f27f76dc71ffb385a5dd7ecd790240282e42d7a6b16c446e143f
+size 165704456

flux2klein9-test/fk9_adrianalima_v1_000001000.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3ac7b6f25ed323274fff1a1549f1b12d9cc0b7c6e30577cb46ccfe9c28aefa49
+size 165704456

flux2klein9-test/fk9_adrianalima_v1_000001250.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:281b0d1182a585f991fea207d3003126ba6d94573eb727a1cbffe4be90e6ce07
+size 165704456

flux2klein9-test/fk9_adrianalima_v1_000001500.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:138288524cd388ecd714521a2bfd8cff1dcf7bb52fb94a1902e3626f9d45d84a
+size 165704456

flux2klein9-test/fk9_adrianalima_v1_000001750.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7739c87a14cb87fe1af7e86e34c0d4c58e7d8bf0012dd8968dd25440be6fe97d
+size 165704456

flux2klein9-test/fk9_adrianalima_v1_000002000.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8589d91545be6d58c1eeb57e2188f060dd6b3b18ce3e5229d96548e39368fd86
+size 165704456

flux2klein9-test/fk9_adrianalima_v1_000002250.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fa663edabb99874a7ad9c54ab248c9ba61f8c8842e8511f5998852dba6c153af
+size 165704456