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diff --git a/README.md b/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..a240539f026bcdea07c597a4896a846824d8a978
--- /dev/null
+++ b/README.md
@@ -0,0 +1,42 @@
+---
+tags:
+- text-to-image
+- flux
+- lora
+- diffusers
+- template:sd-lora
+- fluxgym
+widget:
+-   output:
+        url: sample/janu_002150_00_20250617195014.png
+    text: janujr a man in a black suit and tie standing
+-   output:
+        url: sample/janu_002150_01_20250617195056.png
+    text: janujr a man with a beard wearing an orange space suit
+-   output:
+        url: sample/janu_002150_02_20250617195137.png
+    text: janujr a man riding a bicycle down a city street
+-   output:
+        url: sample/janu_002150_03_20250617195218.png
+    text: janujr a man in an astronaut suit
+base_model: black-forest-labs/FLUX.1-dev
+instance_prompt: janujr
+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
+---
+
+# janu
+
+A Flux LoRA trained on a local computer with [Fluxgym](https://github.com/cocktailpeanut/fluxgym)
+
+<Gallery />
+
+## Trigger words
+
+You should use `janujr` 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.
+
diff --git a/dataset.toml b/dataset.toml
new file mode 100644
index 0000000000000000000000000000000000000000..af124d66e39c46e1542f8a2e273ce0ed9717563c
--- /dev/null
+++ b/dataset.toml
@@ -0,0 +1,14 @@
+[general]
+shuffle_caption = false
+caption_extension = '.txt'
+keep_tokens = 1
+
+[[datasets]]
+resolution = 1012
+batch_size = 1
+keep_tokens = 1
+
+  [[datasets.subsets]]
+  image_dir = 'F:\rizwan\fluxgym\datasets\janu'
+  class_tokens = 'janujr'
+  num_repeats = 10
\ No newline at end of file
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+size 18218132
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+++ b/sample/janu_002150_00_20250617195014.png
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+version https://git-lfs.github.com/spec/v1
+oid sha256:36a7f418281b7c777e094701480fc94b2ee27dbd2eaadefdb18545a2ccf44dd2
+size 179230
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+version https://git-lfs.github.com/spec/v1
+oid sha256:19659f954f4e80be31b0bbc4ad0257b8dcc6194d651294eb099db375a22214d5
+size 317192
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+size 294796
diff --git a/sample/janu_002150_03_20250617195218.png b/sample/janu_002150_03_20250617195218.png
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+version https://git-lfs.github.com/spec/v1
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+size 372007
diff --git a/sample_prompts.txt b/sample_prompts.txt
new file mode 100644
index 0000000000000000000000000000000000000000..611f1ba1e208bae6ab539a9d9bcd1492cc46f358
--- /dev/null
+++ b/sample_prompts.txt
@@ -0,0 +1,4 @@
+janujr a man in a black suit and tie standing
+janujr a man with a beard wearing an orange space suit
+janujr a man riding a bicycle down a city street
+janujr a man in an astronaut suit
\ No newline at end of file
diff --git a/train.bat b/train.bat
new file mode 100644
index 0000000000000000000000000000000000000000..c23be073678b9dd96bb8d65afcc5dd7293af64c7
--- /dev/null
+++ b/train.bat
@@ -0,0 +1,40 @@
+accelerate launch ^
+  --mixed_precision bf16 ^
+  --num_cpu_threads_per_process 1 ^
+  sd-scripts/flux_train_network.py ^
+  --pretrained_model_name_or_path "F:\rizwan\fluxgym\models\unet\flux1-dev.sft" ^
+  --clip_l "F:\rizwan\fluxgym\models\clip\clip_l.safetensors" ^
+  --t5xxl "F:\rizwan\fluxgym\models\clip\t5xxl_fp16.safetensors" ^
+  --ae "F:\rizwan\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 adafactor ^
+  --optimizer_args "relative_step=False" "scale_parameter=False" "warmup_init=False" ^
+  --split_mode ^
+  --network_args "train_blocks=single" ^
+  --lr_scheduler constant_with_warmup ^
+  --max_grad_norm 0.0 ^--sample_prompts="F:\rizwan\fluxgym\outputs\janu\sample_prompts.txt" --sample_every_n_steps="50" ^
+  --learning_rate 5e-4 ^
+  --cache_text_encoder_outputs ^
+  --cache_text_encoder_outputs_to_disk ^
+  --fp8_base ^
+  --highvram ^
+  --max_train_epochs 8 ^
+  --save_every_n_epochs 4 ^
+  --dataset_config "F:\rizwan\fluxgym\outputs\janu\dataset.toml" ^
+  --output_dir "F:\rizwan\fluxgym\outputs\janu" ^
+  --output_name janu ^
+  --timestep_sampling shift ^
+  --discrete_flow_shift 3.1582 ^
+  --model_prediction_type raw ^
+  --guidance_scale 1 ^
+  --loss_type l2 ^
+  --train_batch_size 4
\ No newline at end of file