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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/m3lt1ngdr34mz_002000_00_20240928230809.png
+    text: A surreal landscape featuring giant m3lt1ngv1bz clocks melting over rocky
+        mountains and serene waters.
+-   output:
+        url: sample/m3lt1ngdr34mz_002000_01_20240928230819.png
+    text: m3lt1ngv1bz scene of a person walking through a dreamlike world filled with
+        floating, distorted clocks in the sky.
+-   output:
+        url: sample/m3lt1ngdr34mz_002000_02_20240928230829.png
+    text: An ethereal m3lt1ngv1bz depiction of a lone figure standing on a path surrounded
+        by huge, melting clocks.
+-   output:
+        url: sample/m3lt1ngdr34mz_002000_03_20240928230839.png
+    text: m3lt1ngv1bz landscape of a surreal world with dripping timepieces and mystical
+        mountains.
+base_model: black-forest-labs/FLUX.1-dev
+instance_prompt: m3lt1ngv1bz
+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
+---
+
+# M3lt1ngDr34mz
+
+A Flux LoRA trained on a local computer with [Fluxgym](https://github.com/cocktailpeanut/fluxgym)
+
+<Gallery />
+
+## Trigger words
+
+You should use `m3lt1ngv1bz` 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/m3lt1ngdr34mz'
+  class_tokens = 'm3lt1ngv1bz'
+  num_repeats = 10

m3lt1ngdr34mz-000004.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:b3318eb88733b17dd027dc34823f7a07b6ba28d313bd7d47394e56fa16792841
+size 39763520

m3lt1ngdr34mz-000008.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:6d7a5ec075e6d7aca91c730247dee2320854ce225ed07adfcbbc53a293a89af5
+size 39763520

m3lt1ngdr34mz-000012.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:26dbc54952993bfc08cf544bc2a87456ab2a8d87bc5e7467859ed6345c259759
+size 39763520

m3lt1ngdr34mz.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:7216c095cb9de8ab55b23bcc342f27e5fc3b850583af52fca949cfe2f06a8503
+size 39763520

sample_prompts.txt

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+A surreal landscape featuring giant m3lt1ngv1bz clocks melting over rocky mountains and serene waters.
+m3lt1ngv1bz scene of a person walking through a dreamlike world filled with floating, distorted clocks in the sky.
+An ethereal m3lt1ngv1bz depiction of a lone figure standing on a path surrounded by huge, melting clocks.
+m3lt1ngv1bz landscape of a surreal world with dripping timepieces and mystical mountains.
+

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 adamw8bit \--sample_prompts="/app/fluxgym/outputs/m3lt1ngdr34mz/sample_prompts.txt" --sample_every_n_steps="500" \
+  --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/m3lt1ngdr34mz/dataset.toml" \
+  --output_dir "/app/fluxgym/outputs/m3lt1ngdr34mz" \
+  --output_name m3lt1ngdr34mz \
+  --timestep_sampling shift \
+  --discrete_flow_shift 3.1582 \
+  --model_prediction_type raw \
+  --guidance_scale 1 \
+  --loss_type l2 \