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README.md

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+---
+tags:
+- text-to-image
+- flux
+- lora
+- diffusers
+- template:sd-lora
+- fluxgym
+widget:
+-   output:
+        url: sample/person_001050_00_20241003141823.png
+    text: tomasbily a man with a beard wearing a grey jacket standing in front of
+        a backdrop of trees.
+-   output:
+        url: sample/person_001050_01_20241003141833.png
+    text: tomasbily a man standing in the grass wearing a white and grey t-shirt.
+        The background is slightly blurred, with trees visible in the distance.
+-   output:
+        url: sample/person_001050_02_20241003141842.png
+    text: tomasbily a man with a beard wearing a grey and white t-shirt standing in
+        front of a backdrop of trees.
+base_model: black-forest-labs/FLUX.1-dev
+instance_prompt: tomasbily
+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
+---
+
+# person
+
+A Flux LoRA trained on a local computer with [Fluxgym](https://github.com/cocktailpeanut/fluxgym)
+
+<Gallery />
+
+## Trigger words
+
+You should use `tomasbily` 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

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+[general]
+shuffle_caption = false
+caption_extension = '.txt'
+keep_tokens = 1
+
+[[datasets]]
+resolution = 768
+batch_size = 1
+keep_tokens = 1
+
+  [[datasets.subsets]]
+  image_dir = '/app/fluxgym/datasets/person'
+  class_tokens = 'tomasbily'
+  num_repeats = 5

person-000004.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:b316e967670a750f4b9b4151f14451e7766443db3eb64e79962cd235980d13ab
+size 158613232

person-000008.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:0b39861ad6d7f15a4106adfd14cffa744bf10d13cc425d07a8f8c14b98e76072
+size 158613232

person-000012.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:9573b0ef2bb3c3726c8783ec0f147678c9ab8ec9a3b52f57b2050f9bb5d597d1
+size 158613232

person.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:59c8eb7de8d251d78eaf3566287b29972d5dafcb0e13639241eecf2134a82829
+size 158613232

sample_prompts.txt

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+tomasbily a man with a beard wearing a grey jacket standing in front of a backdrop of trees.
+
+
+tomasbily a man standing in the grass wearing a white and grey t-shirt. The background is slightly blurred, with trees visible in the distance.
+
+tomasbily a man with a beard wearing a grey and white t-shirt standing in front of a backdrop of trees.

train.sh

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+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 0 \
+  --gradient_checkpointing \
+  --mixed_precision bf16 \
+  --save_precision bf16 \
+  --network_module networks.lora_flux \
+  --network_dim 16 \
+  --optimizer_type adamw8bit \--sample_prompts="/app/fluxgym/outputs/person/sample_prompts.txt" --sample_every_n_steps="75" \
+  --learning_rate 4e-4 \
+  --cache_text_encoder_outputs \
+  --cache_text_encoder_outputs_to_disk \
+  --fp8_base \
+  --highvram \
+  --max_train_epochs 14 \
+  --save_every_n_epochs 4 \
+  --dataset_config "/app/fluxgym/outputs/person/dataset.toml" \
+  --output_dir "/app/fluxgym/outputs/person" \
+  --output_name person \
+  --timestep_sampling shift \
+  --discrete_flow_shift 3.1582 \
+  --model_prediction_type raw \
+  --guidance_scale 1 \
+  --loss_type l2 \