Upload folder using huggingface_hub

README.md

@@ -0,0 +1,52 @@
+---
+tags:
+- text-to-image
+- flux
+- lora
+- diffusers
+- template:sd-lora
+- fluxgym
+widget:
+-   output:
+        url: sample/modelgen-v2-4_001280_00_20250103073757.png
+    text: apprimdlgen2
+-   output:
+        url: sample/modelgen-v2-4_001280_01_20250103073757.png
+    text: apprimdlgen2, mogn2 cultural women, elegant and poised woman with curly
+        hair, wearing a sleek black off-shoulder dress and gold hoop earrings. She
+        holds a delicate bouquet of baby's breath flowers, standing on a dimly lit
+        cobblestone street with a historic building as the backdrop, creating a sophisticated
+        and enchanting evening scene.
+-   output:
+        url: sample/modelgen-v2-4_001280_02_20250103073803.png
+    text: apprimdlgen2, mogn2 cultural women, confident and stylish woman with long
+        flowing hair, wearing a red checkered sleeveless crop top and black jeans.
+        She poses with a hand on her hip near a serene lakeside setting, exuding a
+        bold and contemporary vibe under natural daylight.
+-   output:
+        url: sample/modelgen-v2-4_001280_03_20250103073803.png
+    text: apprimdlgen2, mogn2 cultural women, confident and stylish woman with voluminous
+        dark hair, wearing a sleek black leather dress. She stands in a brightly lit
+        hallway with her hands casually in her pockets, exuding modern elegance and
+        charm.
+base_model: black-forest-labs/FLUX.1-dev
+instance_prompt: apprimdlgen2
+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
+---
+
+# modelgen-v2-4
+
+A Flux LoRA trained on a local computer with [Fluxgym](https://github.com/cocktailpeanut/fluxgym)
+
+<Gallery />
+
+## Trigger words
+
+You should use `apprimdlgen2` to trigger the image generation.
+
+## Download model and use it with ComfyUI, AUTOMATIC1111, SD.Next, Invoke AI, Forge, etc.
+
+Weights for this model are available in Safetensors format.
+

dataset.toml

@@ -0,0 +1,14 @@
+[general]
+shuffle_caption = false
+caption_extension = '.txt'
+keep_tokens = 1
+
+[[datasets]]
+resolution = 512
+batch_size = 1
+keep_tokens = 1
+
+  [[datasets.subsets]]
+  image_dir = '/app/fluxgym/datasets/modelgen-v2-4'
+  class_tokens = 'apprimdlgen2'
+  num_repeats = 10

modelgen-v2-4-000004.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a26b3e0d968091e548d253f618bea0a272d6ac2f17ab2239ac8adacaa5deeb50
+size 39766536

modelgen-v2-4-000008.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f6f832d12b767ec04760931c3370227c964c2eaca71f5b75d6a1d8b89d5b9066
+size 39766536

modelgen-v2-4-000012.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b0b1234b4bef7bd1fe99bfc6abb9e9f8c39ed060d0c48072d4c9d4b9b5f88222
+size 39766544

modelgen-v2-4.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:53bd605d3cb0702a3ce3f425f6ba42d891bec67ca516035885e9035c6d83210e
+size 39766544

sample_prompts.txt

@@ -0,0 +1,4 @@
+apprimdlgen2
+apprimdlgen2, mogn2 cultural women, elegant and poised woman with curly hair, wearing a sleek black off-shoulder dress and gold hoop earrings. She holds a delicate bouquet of baby's breath flowers, standing on a dimly lit cobblestone street with a historic building as the backdrop, creating a sophisticated and enchanting evening scene.
+apprimdlgen2, mogn2 cultural women, confident and stylish woman with long flowing hair, wearing a red checkered sleeveless crop top and black jeans. She poses with a hand on her hip near a serene lakeside setting, exuding a bold and contemporary vibe under natural daylight.
+apprimdlgen2, mogn2 cultural women, confident and stylish woman with voluminous dark hair, wearing a sleek black leather dress. She stands in a brightly lit hallway with her hands casually in her pockets, exuding modern elegance and charm.

train.sh

@@ -0,0 +1,34 @@
+accelerate launch \
+  --mixed_precision bf16 \
+  --num_cpu_threads_per_process 1 \
+  sd-scripts/flux_train_network.py \
+  --pretrained_model_name_or_path "/app/fluxgym/models/unet/flux1-dev.sft" \
+  --clip_l "/app/fluxgym/models/clip/clip_l.safetensors" \
+  --t5xxl "/app/fluxgym/models/clip/t5xxl_fp16.safetensors" \
+  --ae "/app/fluxgym/models/vae/ae.sft" \
+  --cache_latents_to_disk \
+  --save_model_as safetensors \
+  --sdpa --persistent_data_loader_workers \
+  --max_data_loader_n_workers 2 \
+  --seed 42 \
+  --gradient_checkpointing \
+  --mixed_precision bf16 \
+  --save_precision bf16 \
+  --network_module networks.lora_flux \
+  --network_dim 4 \
+  --optimizer_type adamw8bit \--sample_prompts="/app/fluxgym/outputs/modelgen-v2-4/sample_prompts.txt" --sample_every_n_steps="640" \
+  --learning_rate 8e-4 \
+  --cache_text_encoder_outputs \
+  --cache_text_encoder_outputs_to_disk \
+  --fp8_base \
+  --highvram \
+  --max_train_epochs 16 \
+  --save_every_n_epochs 4 \
+  --dataset_config "/app/fluxgym/outputs/modelgen-v2-4/dataset.toml" \
+  --output_dir "/app/fluxgym/outputs/modelgen-v2-4" \
+  --output_name modelgen-v2-4 \
+  --timestep_sampling shift \
+  --discrete_flow_shift 3.1582 \
+  --model_prediction_type raw \
+  --guidance_scale 1 \
+  --loss_type l2 \