Upload model via CLI

.gitattributes

@@ -33,3 +33,6 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+samples/1752329681651__000001500_1.jpg filter=lfs diff=lfs merge=lfs -text
+samples/1752331140536__000002000_4.jpg filter=lfs diff=lfs merge=lfs -text
+samples/1752335444967__000003500_2.jpg filter=lfs diff=lfs merge=lfs -text

.job_config.json

@@ -0,0 +1,114 @@
+{
+  "job": "extension",
+  "config": {
+    "name": "5_6_yrs_kids_shift",
+    "process": [
+      {
+        "type": "ui_trainer",
+        "training_folder": "/workspace/ai-toolkit/output",
+        "sqlite_db_path": "/workspace/ai-toolkit/aitk_db.db",
+        "device": "cuda",
+        "trigger_word": "k!ds",
+        "performance_log_every": 10,
+        "network": {
+          "type": "lora",
+          "linear": 64,
+          "linear_alpha": 64,
+          "conv": 16,
+          "conv_alpha": 16,
+          "lokr_full_rank": true,
+          "lokr_factor": -1,
+          "network_kwargs": {
+            "ignore_if_contains": []
+          }
+        },
+        "save": {
+          "dtype": "bf16",
+          "save_every": 500,
+          "max_step_saves_to_keep": 8,
+          "save_format": "diffusers",
+          "push_to_hub": false
+        },
+        "datasets": [
+          {
+            "folder_path": "/workspace/ai-toolkit/datasets/5_6_yrs_kids",
+            "control_path": null,
+            "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,
+              1280
+            ],
+            "controls": []
+          }
+        ],
+        "train": {
+          "batch_size": 1,
+          "bypass_guidance_embedding": false,
+          "steps": 4000,
+          "gradient_accumulation": 1,
+          "train_unet": true,
+          "train_text_encoder": false,
+          "gradient_checkpointing": true,
+          "noise_scheduler": "flowmatch",
+          "optimizer": "adamw8bit",
+          "timestep_type": "shift",
+          "content_or_style": "balanced",
+          "optimizer_params": {
+            "weight_decay": 0.0001
+          },
+          "unload_text_encoder": false,
+          "lr": 0.0002,
+          "ema_config": {
+            "use_ema": false,
+            "ema_decay": 0.99
+          },
+          "dtype": "bf16",
+          "diff_output_preservation": false,
+          "diff_output_preservation_multiplier": 1,
+          "diff_output_preservation_class": "person"
+        },
+        "model": {
+          "name_or_path": "black-forest-labs/FLUX.1-dev",
+          "quantize": false,
+          "quantize_te": true,
+          "arch": "flux",
+          "low_vram": false,
+          "model_kwargs": {}
+        },
+        "sample": {
+          "sampler": "flowmatch",
+          "sample_every": 500,
+          "width": 1024,
+          "height": 1024,
+          "prompts": [
+            "A 5-year old girl with blonde hair, standing in the middle of the frame, wearing a green knitted top with a geometric pattern and a white floral skirt with ruffled layers. she has a playful expression and is looking directly at the camera with a slight smile on her face. the background is a plain white wall with a shadow cast on it, creating a simple yet elegant atmosphere. the girl appears to be around 6 years old, with her hair styled in a neat, straight look and her eyes looking directly into the camera. her outfit consists of a sleeveless dress with a green and white geometric pattern, paired with a pair of white floral pants. the overall aesthetic of the image is playful and cheerful, with a focus on the girl's cheerful expression and the texture of her outfit.",
+            "a 5-year-old girl, who appears to be smiling widely, is standing with her arms outstretched. she has dark skin, styled in a single hair bun, and is wearing a sleeveless, knitted dress with a colorful floral pattern. the dress has a square neckline and thin straps, and she is also wearing a pair of earrings. her expression is one of joy and laughter, with her mouth open and teeth showing. her eyes are looking directly at the viewer, and her ears are not visible in the image.",
+            "Three young 4 year old children standing in a row against a bright blue sky, smiling and looking directly at the camera. on the left, a young girl with blonde hair stands in the middle, wearing a white dress with short sleeves and a floral pattern, while on the right, a younger boy stands behind her, also wearing white pants with a similar pattern. the younger boy has short blonde hair and is standing with his hands clasped together in front of him, while the older boy is standing behind him with his arms around his waist. all three children have a cheerful expression on their faces, with their faces facing the same direction and their eyes looking straight at the viewer. the blue sky provides a clear backdrop for the children, and the overall mood of the image is bright and cheerful, conveying a sense of unity and togetherness.",
+            "A photo-realistic shoot from the front about a young boy sitting on a white cube wearing a green knitted shirt and white shorts. the image also shows a neutral color palette and minimalistic background. on the middle of the image, a 6-year-old boy with curly black hair and a neutral expression sits on a square white cube. he is wearing a short-sleeved, light green knit shirt with a button-down collar and short sleeves, paired with white denim shorts. his hands are clasped together in front of him, and he is looking directly at the camera with a slight smile. he has brown eyes and is wearing tan suede mules on his feet. the boy is sitting on the cube in a relaxed pose, with his legs slightly apart and his hands resting on his knees. the lighting is soft and natural, casting gentle shadows on his face and body.",
+            "A portrait shoot from a portrait camera angle about a 5 year old young boy with curly black hair wearing a light green cardigan, looking directly at the viewer with a playful expression. the image also shows a plain white background. on the middle of the image, a 5-year-old boy, with a neutral expression, is facing the camera directly. he is wearing a green knitted cardigan with a button-down collar, which is slightly blurred to emphasize the boy's features. the boy has dark brown curly hair and brown eyes, which are looking straight into the camera with a slight smile on his lips. his body is slim, and he is standing in front of the camera, with his upper body visible."
+          ],
+          "neg": "",
+          "seed": 42,
+          "walk_seed": true,
+          "guidance_scale": 3,
+          "sample_steps": 30,
+          "num_frames": 1,
+          "fps": 1
+        }
+      }
+    ]
+  },
+  "meta": {
+    "name": "[name]",
+    "version": "1.0"
+  }
+}

5_6_yrs_kids_shift.safetensors

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README.md

@@ -0,0 +1,102 @@
+---
+tags:
+- text-to-image
+- flux
+- lora
+- diffusers
+- template:sd-lora
+- ai-toolkit
+base_model: black-forest-labs/FLUX.1-dev
+instance_prompt: k!ds
+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
+widget:
+- text: A 5-year old girl with blonde hair, standing in the middle of the frame, wearing
+    a green knitted top with a geometric pattern and a white floral skirt with ruffled
+    layers. she has a playful expression and is looking directly at the camera with
+    a slight smile on her face. the background is a plain white wall with a shadow
+    cast on it, creating a simple yet elegant atmosphere. the girl appears to be around
+    6 years old, with her hair styled in a neat, straight look and her eyes looking
+    directly into the camera. her outfit consists of a sleeveless dress with a green
+    and white geometric pattern, paired with a pair of white floral pants. the overall
+    aesthetic of the image is playful and cheerful, with a focus on the girl's cheerful
+    expression and the texture of her outfit.
+  output:
+    url: samples/1752336921059__000004000_4.jpg
+- text: a 5-year-old girl, who appears to be smiling widely, is standing with her
+    arms outstretched. she has dark skin, styled in a single hair bun, and is wearing
+    a sleeveless, knitted dress with a colorful floral pattern. the dress has a square
+    neckline and thin straps, and she is also wearing a pair of earrings. her expression
+    is one of joy and laughter, with her mouth open and teeth showing. her eyes are
+    looking directly at the viewer, and her ears are not visible in the image.
+  output:
+    url: samples/1752336903481__000004000_3.jpg
+- text: Three young 4 year old children standing in a row against a bright blue sky,
+    smiling and looking directly at the camera. on the left, a young girl with blonde
+    hair stands in the middle, wearing a white dress with short sleeves and a floral
+    pattern, while on the right, a younger boy stands behind her, also wearing white
+    pants with a similar pattern. the younger boy has short blonde hair and is standing
+    with his hands clasped together in front of him, while the older boy is standing
+    behind him with his arms around his waist. all three children have a cheerful
+    expression on their faces, with their faces facing the same direction and their
+    eyes looking straight at the viewer. the blue sky provides a clear backdrop for
+    the children, and the overall mood of the image is bright and cheerful, conveying
+    a sense of unity and togetherness.
+  output:
+    url: samples/1752336885908__000004000_2.jpg
+- text: A photo-realistic shoot from the front about a young boy sitting on a white
+    cube wearing a green knitted shirt and white shorts. the image also shows a neutral
+    color palette and minimalistic background. on the middle of the image, a 6-year-old
+    boy with curly black hair and a neutral expression sits on a square white cube.
+    he is wearing a short-sleeved, light green knit shirt with a button-down collar
+    and short sleeves, paired with white denim shorts. his hands are clasped together
+    in front of him, and he is looking directly at the camera with a slight smile.
+    he has brown eyes and is wearing tan suede mules on his feet. the boy is sitting
+    on the cube in a relaxed pose, with his legs slightly apart and his hands resting
+    on his knees. the lighting is soft and natural, casting gentle shadows on his
+    face and body.
+  output:
+    url: samples/1752336868349__000004000_1.jpg
+- text: A portrait shoot from a portrait camera angle about a 5 year old young boy
+    with curly black hair wearing a light green cardigan, looking directly at the
+    viewer with a playful expression. the image also shows a plain white background.
+    on the middle of the image, a 5-year-old boy, with a neutral expression, is facing
+    the camera directly. he is wearing a green knitted cardigan with a button-down
+    collar, which is slightly blurred to emphasize the boy's features. the boy has
+    dark brown curly hair and brown eyes, which are looking straight into the camera
+    with a slight smile on his lips. his body is slim, and he is standing in front
+    of the camera, with his upper body visible.
+  output:
+    url: samples/1752336850762__000004000_0.jpg
+---
+
+# 5_6_yrs_kids_shift
+
+Model trained with AI Toolkit by Ostris
+
+<Gallery />
+
+## Trigger words
+
+You should use `k!ds` to trigger the image generation.
+
+## Download model and use it with ComfyUI, AUTOMATIC1111, SD.Next, Invoke AI, etc.
+
+Weights for this model are available in Safetensors format.
+
+[Download](/username/5_6_yrs_kids_shift/tree/main) them in the Files & versions tab.
+
+## Use it with the [🧨 diffusers library](https://github.com/huggingface/diffusers)
+
+```py
+from diffusers import AutoPipelineForText2Image
+import torch
+
+pipeline = AutoPipelineForText2Image.from_pretrained('black-forest-labs/FLUX.1-dev', torch_dtype=torch.bfloat16).to('cuda')
+pipeline.load_lora_weights('username/5_6_yrs_kids_shift', weight_name='5_6_yrs_kids_shift.safetensors')
+image = pipeline('k!ds A 5-year old girl with blonde hair, standing in the middle of the frame, wearing a green knitted top with a geometric pattern and a white floral skirt with ruffled layers. she has a playful expression and is looking directly at the camera with a slight smile on her face. the background is a plain white wall with a shadow cast on it, creating a simple yet elegant atmosphere. the girl appears to be around 6 years old, with her hair styled in a neat, straight look and her eyes looking directly into the camera. her outfit consists of a sleeveless dress with a green and white geometric pattern, paired with a pair of white floral pants. the overall aesthetic of the image is playful and cheerful, with a focus on the girl's cheerful expression and the texture of her outfit.').images[0]
+image.save("my_image.png")
+```
+
+For more details, including weighting, merging and fusing LoRAs, check the [documentation on loading LoRAs in diffusers](https://huggingface.co/docs/diffusers/main/en/using-diffusers/loading_adapters)

config.yaml

@@ -0,0 +1,138 @@
+job: extension
+config:
+  name: 5_6_yrs_kids_shift
+  process:
+  - type: ui_trainer
+    training_folder: /workspace/ai-toolkit/output
+    sqlite_db_path: /workspace/ai-toolkit/aitk_db.db
+    device: cuda
+    trigger_word: k!ds
+    performance_log_every: 10
+    network:
+      type: lora
+      linear: 64
+      linear_alpha: 64
+      conv: 16
+      conv_alpha: 16
+      lokr_full_rank: true
+      lokr_factor: -1
+      network_kwargs:
+        ignore_if_contains: []
+    save:
+      dtype: bf16
+      save_every: 500
+      max_step_saves_to_keep: 8
+      save_format: diffusers
+      push_to_hub: false
+    datasets:
+    - folder_path: /workspace/ai-toolkit/datasets/5_6_yrs_kids
+      control_path: null
+      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
+      - 1280
+      controls: []
+    train:
+      batch_size: 1
+      bypass_guidance_embedding: false
+      steps: 4000
+      gradient_accumulation: 1
+      train_unet: true
+      train_text_encoder: false
+      gradient_checkpointing: true
+      noise_scheduler: flowmatch
+      optimizer: adamw8bit
+      timestep_type: shift
+      content_or_style: balanced
+      optimizer_params:
+        weight_decay: 0.0001
+      unload_text_encoder: false
+      lr: 0.0002
+      ema_config:
+        use_ema: false
+        ema_decay: 0.99
+      dtype: bf16
+      diff_output_preservation: false
+      diff_output_preservation_multiplier: 1
+      diff_output_preservation_class: person
+    model:
+      name_or_path: black-forest-labs/FLUX.1-dev
+      quantize: false
+      quantize_te: true
+      arch: flux
+      low_vram: false
+      model_kwargs: {}
+    sample:
+      sampler: flowmatch
+      sample_every: 500
+      width: 1024
+      height: 1024
+      prompts:
+      - A 5-year old girl with blonde hair, standing in the middle of the frame, wearing
+        a green knitted top with a geometric pattern and a white floral skirt with
+        ruffled layers. she has a playful expression and is looking directly at the
+        camera with a slight smile on her face. the background is a plain white wall
+        with a shadow cast on it, creating a simple yet elegant atmosphere. the girl
+        appears to be around 6 years old, with her hair styled in a neat, straight
+        look and her eyes looking directly into the camera. her outfit consists of
+        a sleeveless dress with a green and white geometric pattern, paired with a
+        pair of white floral pants. the overall aesthetic of the image is playful
+        and cheerful, with a focus on the girl's cheerful expression and the texture
+        of her outfit.
+      - a 5-year-old girl, who appears to be smiling widely, is standing with her
+        arms outstretched. she has dark skin, styled in a single hair bun, and is
+        wearing a sleeveless, knitted dress with a colorful floral pattern. the dress
+        has a square neckline and thin straps, and she is also wearing a pair of earrings.
+        her expression is one of joy and laughter, with her mouth open and teeth showing.
+        her eyes are looking directly at the viewer, and her ears are not visible
+        in the image.
+      - Three young 4 year old children standing in a row against a bright blue sky,
+        smiling and looking directly at the camera. on the left, a young girl with
+        blonde hair stands in the middle, wearing a white dress with short sleeves
+        and a floral pattern, while on the right, a younger boy stands behind her,
+        also wearing white pants with a similar pattern. the younger boy has short
+        blonde hair and is standing with his hands clasped together in front of him,
+        while the older boy is standing behind him with his arms around his waist.
+        all three children have a cheerful expression on their faces, with their faces
+        facing the same direction and their eyes looking straight at the viewer. the
+        blue sky provides a clear backdrop for the children, and the overall mood
+        of the image is bright and cheerful, conveying a sense of unity and togetherness.
+      - A photo-realistic shoot from the front about a young boy sitting on a white
+        cube wearing a green knitted shirt and white shorts. the image also shows
+        a neutral color palette and minimalistic background. on the middle of the
+        image, a 6-year-old boy with curly black hair and a neutral expression sits
+        on a square white cube. he is wearing a short-sleeved, light green knit shirt
+        with a button-down collar and short sleeves, paired with white denim shorts.
+        his hands are clasped together in front of him, and he is looking directly
+        at the camera with a slight smile. he has brown eyes and is wearing tan suede
+        mules on his feet. the boy is sitting on the cube in a relaxed pose, with
+        his legs slightly apart and his hands resting on his knees. the lighting is
+        soft and natural, casting gentle shadows on his face and body.
+      - A portrait shoot from a portrait camera angle about a 5 year old young boy
+        with curly black hair wearing a light green cardigan, looking directly at
+        the viewer with a playful expression. the image also shows a plain white background.
+        on the middle of the image, a 5-year-old boy, with a neutral expression, is
+        facing the camera directly. he is wearing a green knitted cardigan with a
+        button-down collar, which is slightly blurred to emphasize the boy's features.
+        the boy has dark brown curly hair and brown eyes, which are looking straight
+        into the camera with a slight smile on his lips. his body is slim, and he
+        is standing in front of the camera, with his upper body visible.
+      neg: ''
+      seed: 42
+      walk_seed: true
+      guidance_scale: 3
+      sample_steps: 30
+      num_frames: 1
+      fps: 1
+meta:
+  name: 5_6_yrs_kids_shift
+  version: '1.0'

logs/0_log.txt

@@ -0,0 +1,156 @@
+Running 1 job
+/workspace/ai-toolkit/venv/lib/python3.10/site-packages/albumentations/__init__.py:13: UserWarning: A new version of Albumentations is available: 2.0.8 (you have 1.4.15). Upgrade using: pip install -U albumentations. To disable automatic update checks, set the environment variable NO_ALBUMENTATIONS_UPDATE to 1.
+  check_for_updates()
+/workspace/ai-toolkit/venv/lib/python3.10/site-packages/albumentations/__init__.py:13: UserWarning: A new version of Albumentations is available: 2.0.8 (you have 1.4.15). Upgrade using: pip install -U albumentations. To disable automatic update checks, set the environment variable NO_ALBUMENTATIONS_UPDATE to 1.
+  check_for_updates()
+{
+    "type": "ui_trainer",
+    "training_folder": "/workspace/ai-toolkit/output",
+    "sqlite_db_path": "/workspace/ai-toolkit/aitk_db.db",
+    "device": "cuda",
+    "trigger_word": "k!ds",
+    "performance_log_every": 10,
+    "network": {
+        "type": "lora",
+        "linear": 64,
+        "linear_alpha": 64,
+        "conv": 16,
+        "conv_alpha": 16,
+        "lokr_full_rank": true,
+        "lokr_factor": -1,
+        "network_kwargs": {
+            "ignore_if_contains": []
+        }
+    },
+    "save": {
+        "dtype": "bf16",
+        "save_every": 500,
+        "max_step_saves_to_keep": 8,
+        "save_format": "diffusers",
+        "push_to_hub": false
+    },
+    "datasets": [
+        {
+            "folder_path": "/workspace/ai-toolkit/datasets/5_6_yrs_kids",
+            "control_path": null,
+            "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,
+                1280
+            ],
+            "controls": []
+        }
+    ],
+    "train": {
+        "batch_size": 1,
+        "bypass_guidance_embedding": false,
+        "steps": 4000,
+        "gradient_accumulation": 1,
+        "train_unet": true,
+        "train_text_encoder": false,
+        "gradient_checkpointing": true,
+        "noise_scheduler": "flowmatch",
+        "optimizer": "adamw8bit",
+        "timestep_type": "shift",
+        "content_or_style": "balanced",
+        "optimizer_params": {
+            "weight_decay": 0.0001
+        },
+        "unload_text_encoder": false,
+        "lr": 0.0002,
+        "ema_config": {
+            "use_ema": false,
+            "ema_decay": 0.99
+        },
+        "dtype": "bf16",
+        "diff_output_preservation": false,
+        "diff_output_preservation_multiplier": 1,
+        "diff_output_preservation_class": "person"
+    },
+    "model": {
+        "name_or_path": "black-forest-labs/FLUX.1-dev",
+        "quantize": false,
+        "quantize_te": true,
+        "arch": "flux",
+        "low_vram": false,
+        "model_kwargs": {}
+    },
+    "sample": {
+        "sampler": "flowmatch",
+        "sample_every": 500,
+        "width": 1024,
+        "height": 1024,
+        "prompts": [
+            "A 5-year old girl with blonde hair, standing in the middle of the frame, wearing a green knitted top with a geometric pattern and a white floral skirt with ruffled layers. she has a playful expression and is looking directly at the camera with a slight smile on her face. the background is a plain white wall with a shadow cast on it, creating a simple yet elegant atmosphere. the girl appears to be around 6 years old, with her hair styled in a neat, straight look and her eyes looking directly into the camera. her outfit consists of a sleeveless dress with a green and white geometric pattern, paired with a pair of white floral pants. the overall aesthetic of the image is playful and cheerful, with a focus on the girl's cheerful expression and the texture of her outfit.",
+            "a 5-year-old girl, who appears to be smiling widely, is standing with her arms outstretched. she has dark skin, styled in a single hair bun, and is wearing a sleeveless, knitted dress with a colorful floral pattern. the dress has a square neckline and thin straps, and she is also wearing a pair of earrings. her expression is one of joy and laughter, with her mouth open and teeth showing. her eyes are looking directly at the viewer, and her ears are not visible in the image.",
+            "Three young 4 year old children standing in a row against a bright blue sky, smiling and looking directly at the camera. on the left, a young girl with blonde hair stands in the middle, wearing a white dress with short sleeves and a floral pattern, while on the right, a younger boy stands behind her, also wearing white pants with a similar pattern. the younger boy has short blonde hair and is standing with his hands clasped together in front of him, while the older boy is standing behind him with his arms around his waist. all three children have a cheerful expression on their faces, with their faces facing the same direction and their eyes looking straight at the viewer. the blue sky provides a clear backdrop for the children, and the overall mood of the image is bright and cheerful, conveying a sense of unity and togetherness.",
+            "A photo-realistic shoot from the front about a young boy sitting on a white cube wearing a green knitted shirt and white shorts. the image also shows a neutral color palette and minimalistic background. on the middle of the image, a 6-year-old boy with curly black hair and a neutral expression sits on a square white cube. he is wearing a short-sleeved, light green knit shirt with a button-down collar and short sleeves, paired with white denim shorts. his hands are clasped together in front of him, and he is looking directly at the camera with a slight smile. he has brown eyes and is wearing tan suede mules on his feet. the boy is sitting on the cube in a relaxed pose, with his legs slightly apart and his hands resting on his knees. the lighting is soft and natural, casting gentle shadows on his face and body.",
+            "A portrait shoot from a portrait camera angle about a 5 year old young boy with curly black hair wearing a light green cardigan, looking directly at the viewer with a playful expression. the image also shows a plain white background. on the middle of the image, a 5-year-old boy, with a neutral expression, is facing the camera directly. he is wearing a green knitted cardigan with a button-down collar, which is slightly blurred to emphasize the boy's features. the boy has dark brown curly hair and brown eyes, which are looking straight into the camera with a slight smile on his lips. his body is slim, and he is standing in front of the camera, with his upper body visible."
+        ],
+        "neg": "",
+        "seed": 42,
+        "walk_seed": true,
+        "guidance_scale": 3,
+        "sample_steps": 30,
+        "num_frames": 1,
+        "fps": 1
+    }
+}
+Using EMA
+Using SQLite database at /workspace/ai-toolkit/aitk_db.db
+Job ID: "8f2b6ec7-5367-4eba-aa99-749a9ef24a32"
+
+#############################################
+# Running job: 5_6_yrs_kids_shift
+#############################################
+
+
+Running  1 process
+Error running job: Job stopped
+
+========================================
+Result:
+ - 0 completed jobs
+ - 1 failure
+========================================
+Traceback (most recent call last):
+  File "/workspace/ai-toolkit/run.py", line 119, in <module>
+    main()
+  File "/workspace/ai-toolkit/run.py", line 107, in main
+    raise e
+  File "/workspace/ai-toolkit/run.py", line 95, in main
+    job.run()
+  File "/workspace/ai-toolkit/jobs/ExtensionJob.py", line 22, in run
+    process.run()
+  File "/workspace/ai-toolkit/jobs/process/BaseSDTrainProcess.py", line 1460, in run
+    self.hook_before_model_load()
+  File "/workspace/ai-toolkit/extensions_built_in/sd_trainer/UITrainer.py", line 192, in hook_before_model_load
+    self.maybe_stop()
+  File "/workspace/ai-toolkit/extensions_built_in/sd_trainer/UITrainer.py", line 79, in maybe_stop
+    raise Exception("Job stopped")
+Exception: Job stopped
+Traceback (most recent call last):
+  File "/workspace/ai-toolkit/run.py", line 119, in <module>
+    main()
+  File "/workspace/ai-toolkit/run.py", line 107, in main
+    raise e
+  File "/workspace/ai-toolkit/run.py", line 95, in main
+    job.run()
+  File "/workspace/ai-toolkit/jobs/ExtensionJob.py", line 22, in run
+    process.run()
+  File "/workspace/ai-toolkit/jobs/process/BaseSDTrainProcess.py", line 1460, in run
+    self.hook_before_model_load()
+  File "/workspace/ai-toolkit/extensions_built_in/sd_trainer/UITrainer.py", line 192, in hook_before_model_load
+    self.maybe_stop()
+  File "/workspace/ai-toolkit/extensions_built_in/sd_trainer/UITrainer.py", line 79, in maybe_stop
+    raise Exception("Job stopped")
+Exception: Job stopped

optimizer.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7cfbe5677c5a209bcbcea30db57da5ba9a305b41115fba7bd5668680d0577a09
+size 699243652