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README.md

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+---
+tags:
+- text-to-image
+- flux
+- lora
+- diffusers
+- template:sd-lora
+- fluxgym
+
+
+base_model: black-forest-labs/FLUX.1-dev
+instance_prompt: ccRealGore
+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
+---
+
+# Real Gore by Cosmic
+
+A Flux LoRA trained on a local computer with [Fluxgym](https://github.com/cocktailpeanut/fluxgym)
+
+<Gallery />
+
+## Trigger words
+
+You should use `ccRealGore` 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 = 512
+batch_size = 1
+keep_tokens = 1
+
+  [[datasets.subsets]]
+  image_dir = '/app/fluxgym/datasets/real-gore-by-cosmic'
+  class_tokens = 'ccRealGore'
+  num_repeats = 10

real-gore-by-cosmic-000001.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:83c3520d7a794e40de247adc70bd590c83e6daec0b7a668d59c02404ccb15ca3
+size 18224028

real-gore-by-cosmic-000002.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:e2996a06aef15b1da103edd3b52d5431c8fffcd203a24e59b7306de7379ecabe
+size 18224028

sample_prompts.txt

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+ccRealGore zombie walking through a feild towards a farm
+ccRealGore creepy teen crawling out of a pumpkin, 1girl, realistic, scary, greasy hair, messy hair, long white dress, hairs cover her face, covered face, black long hair over her face, very detailed, high detailed texture, depth of field, cinematic illumination, volumetric lighting, broken pumpkin, (crawling), twisted limbs, mud, (decay)

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 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="/app/fluxgym/outputs/real-gore-by-cosmic/sample_prompts.txt" --sample_every_n_steps="300" \
+  --learning_rate 8e-4 \
+  --cache_text_encoder_outputs \
+  --cache_text_encoder_outputs_to_disk \
+  --fp8_base \
+  --highvram \
+  --max_train_epochs 5 \
+  --save_every_n_epochs 1 \
+  --dataset_config "/app/fluxgym/outputs/real-gore-by-cosmic/dataset.toml" \
+  --output_dir "/app/fluxgym/outputs/real-gore-by-cosmic" \
+  --output_name real-gore-by-cosmic \
+  --timestep_sampling shift \
+  --discrete_flow_shift 3.1582 \
+  --model_prediction_type raw \
+  --guidance_scale 1 \
+  --loss_type l2 \