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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/ldlaughingmemeface_000450_00_20241001223402.png
+ text: LDME Young adult male at a party, mid-laugh with eyebrows raised in mock
+ surprise. He's holding a red solo cup and wearing a graphic t-shirt
+- output:
+ url: sample/ldlaughingmemeface_000450_01_20241001223612.png
+ text: LDME Close-up of a smirking businessman with arched eyebrows, squinting
+ eyes, and a slightly open mouth. He's holding a coffee mug in an office setting
+- output:
+ url: sample/ldlaughingmemeface_000450_02_20241001223822.png
+ text: LDME middle-aged woman in a casual shirt, raising his eyebrows skeptically
+ while holding a martini
+base_model: black-forest-labs/FLUX.1-dev
+instance_prompt: LDME
+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
+---
+
+# LDLaughingMemeFace
+
+A Flux LoRA trained on a local computer with [Fluxgym](https://github.com/cocktailpeanut/fluxgym)
+
+<Gallery />
+
+## Trigger words
+
+You should use `LDME` 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 = 'E:\AIOne\pinokio\api\fluxgym.git\datasets\ldlaughingmemeface'
+ class_tokens = 'LDME'
+ num_repeats = 10

ldlaughingmemeface-000004.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:2a378c22f98373391e5e58695d5643841b316909f4333d09653fc2fbf297a07a
+size 18211436

ldlaughingmemeface-000008.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:957a75063cffa23de259940570c4aff4b3950d02927413668a1421b9543acb98
+size 18211436

ldlaughingmemeface-000012.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:b1532850f41d55e2592f0c1a963876c2a85bb56577345767f10bc53774a66400
+size 18211436

ldlaughingmemeface.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:eff11b8ecdbd15951722169cfdbb20ad23aa97bd23849599960aec7f99efb64c
+size 18211436

sample_prompts.txt

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+LDME Young adult male at a party, mid-laugh with eyebrows raised in mock surprise. He's holding a red solo cup and wearing a graphic t-shirt
+LDME Close-up of a smirking businessman with arched eyebrows, squinting eyes, and a slightly open mouth. He's holding a coffee mug in an office setting
+LDME middle-aged woman in a casual shirt, raising his eyebrows skeptically while holding a martini

train.bat

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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 "E:\AIOne\pinokio\api\fluxgym.git\models\unet\bdsqlsz\flux1-dev2pro-single\flux1-dev2pro.safetensors" ^
+ --clip_l "E:\AIOne\pinokio\api\fluxgym.git\models\clip\clip_l.safetensors" ^
+ --t5xxl "E:\AIOne\pinokio\api\fluxgym.git\models\clip\t5xxl_fp16.safetensors" ^
+ --ae "E:\AIOne\pinokio\api\fluxgym.git\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="E:\AIOne\pinokio\api\fluxgym.git\outputs\ldlaughingmemeface\sample_prompts.txt" --sample_every_n_steps="50" ^
+ --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 "E:\AIOne\pinokio\api\fluxgym.git\outputs\ldlaughingmemeface\dataset.toml" ^
+ --output_dir "E:\AIOne\pinokio\api\fluxgym.git\outputs\ldlaughingmemeface" ^
+ --output_name ldlaughingmemeface ^
+ --timestep_sampling shift ^
+ --discrete_flow_shift 3.1582 ^
+ --model_prediction_type raw ^
+ --guidance_scale 1 ^
+ --loss_type l2 ^