diff --git a/.ipynb_checkpoints/config-checkpoint.yaml b/.ipynb_checkpoints/config-checkpoint.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..1ad0f93ace3302e531bc5843f0b387b66c76eb26
--- /dev/null
+++ b/.ipynb_checkpoints/config-checkpoint.yaml
@@ -0,0 +1,74 @@
+job: extension
+config:
+  name: bollon_art_flux_lora_v1
+  process:
+  - type: sd_trainer
+    training_folder: output
+    device: cuda:0
+    network:
+      type: lora
+      linear: 16
+      linear_alpha: 16
+    save:
+      dtype: float16
+      save_every: 250
+      max_step_saves_to_keep: 6
+    datasets:
+    - folder_path: /root/ai-toolkit/train_data/balloon_art
+      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: 3000
+      gradient_accumulation_steps: 1
+      train_unet: true
+      train_text_encoder: false
+      gradient_checkpointing: true
+      noise_scheduler: flowmatch
+      optimizer: adamw8bit
+      lr: 0.0001
+      linear_timesteps: true
+      ema_config:
+        use_ema: true
+        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 balloon art of a beetle
+      - a balloon art of a caterpillar made up of multiple layers of green and white
+        balloons. the caterpillar is elongated and has a cylindrical shape with a
+        pointed end
+      - a balloon art of a small figurine of a deer standing on top of a pile of green
+        spheres
+      - An elephant woven from balloons
+      - a balloon art of a monkey made of balloons. the monkey is standing on all
+        fours with its body facing towards the left side of the image
+      - woman playing the guitar, on stage, singing a song, laser lights, punk rocker
+      - hipster man with a beard, building a chair, in a wood shop
+      - photo of a man, white background, medium shot, modeling clothing, studio lighting,
+        white backdrop
+      - a man holding a sign that says, 'this is a sign'
+      - a bulldog, in a post apocalyptic world, with a shotgun, in a leather jacket,
+        in a desert, with a motorcycle
+      neg: ''
+      seed: 42
+      walk_seed: true
+      guidance_scale: 4
+      sample_steps: 20
+meta:
+  name: bollon_art_flux_lora_v1
+  version: '1.0'
diff --git a/config-checkpoint.yaml b/config-checkpoint.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..4fde9865a829d588a1e21d4d5b33046a1d1165de
--- /dev/null
+++ b/config-checkpoint.yaml
@@ -0,0 +1,72 @@
+job: extension
+config:
+  name: flux_lora_balloon_v1
+  process:
+  - type: sd_trainer
+    training_folder: output/balloon
+    device: cuda:0
+    network:
+      type: lora
+      linear: 16
+      linear_alpha: 16
+    save:
+      dtype: float16
+      save_every: 250
+      max_step_saves_to_keep: 4
+    datasets:
+    - folder_path: /root/autodl-tmp/ai-toolkit/train-data/balloon-art
+      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: 4000
+      gradient_accumulation_steps: 1
+      train_unet: true
+      train_text_encoder: false
+      gradient_checkpointing: true
+      noise_scheduler: flowmatch
+      optimizer: adamw8bit
+      lr: 0.0001
+      ema_config:
+        use_ema: true
+        ema_decay: 0.99
+      dtype: bf16
+    model:
+      name_or_path: /root/autodl-tmp/FLUX.1-dev
+      is_flux: true
+      quantize: true
+    sample:
+      sampler: flowmatch
+      sample_every: 250
+      width: 1024
+      height: 1024
+      prompts:
+      - a balloon art of a beetle
+      - a caterpillar made up of multiple layers of green and white balloons. 
+      - a balloon art of a small figurine of a deer standing on top of a pile of green
+        spheres
+      - An elephant woven from balloons
+      - a balloon art of a monkey made of balloons. the monkey is standing on all
+        fours with its body facing towards the left side of the image
+      - woman playing the balloon guitar, on stage, singing a song, laser lights,
+        punk rocker
+      - hipster man with a beard, building a balloon chair, in a wood shop
+      - photo of a balloon man, white background, medium shot, balloon clothing,
+        studio lighting
+      - a balloon man holding a sign that says, 'this is a sign'
+      - a bulldog, in a post apocalyptic world, with a shotgun, in a leather jacket,
+        in a desert, with a balloon style motorcycle
+      neg: ''
+      seed: 42
+      walk_seed: true
+      guidance_scale: 4
+      sample_steps: 20
+meta:
+  name: flux_lora_balloon_v1
+  version: '1.0'
diff --git a/config.yaml b/config.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..1ad0f93ace3302e531bc5843f0b387b66c76eb26
--- /dev/null
+++ b/config.yaml
@@ -0,0 +1,74 @@
+job: extension
+config:
+  name: bollon_art_flux_lora_v1
+  process:
+  - type: sd_trainer
+    training_folder: output
+    device: cuda:0
+    network:
+      type: lora
+      linear: 16
+      linear_alpha: 16
+    save:
+      dtype: float16
+      save_every: 250
+      max_step_saves_to_keep: 6
+    datasets:
+    - folder_path: /root/ai-toolkit/train_data/balloon_art
+      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: 3000
+      gradient_accumulation_steps: 1
+      train_unet: true
+      train_text_encoder: false
+      gradient_checkpointing: true
+      noise_scheduler: flowmatch
+      optimizer: adamw8bit
+      lr: 0.0001
+      linear_timesteps: true
+      ema_config:
+        use_ema: true
+        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 balloon art of a beetle
+      - a balloon art of a caterpillar made up of multiple layers of green and white
+        balloons. the caterpillar is elongated and has a cylindrical shape with a
+        pointed end
+      - a balloon art of a small figurine of a deer standing on top of a pile of green
+        spheres
+      - An elephant woven from balloons
+      - a balloon art of a monkey made of balloons. the monkey is standing on all
+        fours with its body facing towards the left side of the image
+      - woman playing the guitar, on stage, singing a song, laser lights, punk rocker
+      - hipster man with a beard, building a chair, in a wood shop
+      - photo of a man, white background, medium shot, modeling clothing, studio lighting,
+        white backdrop
+      - a man holding a sign that says, 'this is a sign'
+      - a bulldog, in a post apocalyptic world, with a shotgun, in a leather jacket,
+        in a desert, with a motorcycle
+      neg: ''
+      seed: 42
+      walk_seed: true
+      guidance_scale: 4
+      sample_steps: 20
+meta:
+  name: bollon_art_flux_lora_v1
+  version: '1.0'
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