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template:sd-lora +- fluxgym +widget: +- output: + url: sample/logo_013200_00_20260724024029.png + text: logo +base_model: black-forest-labs/FLUX.1-dev +instance_prompt: logo +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 +--- + +# logo + +A Flux LoRA trained on a local computer with [Fluxgym](https://github.com/cocktailpeanut/fluxgym) + + + +## Trigger words + +You should use `logo` 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..3b76d43bc5ff71903d166e0c832e2759b682074d --- /dev/null +++ b/dataset.toml @@ -0,0 +1,14 @@ +[general] +shuffle_caption = false +caption_extension = '.txt' +keep_tokens = 1 + +[[datasets]] +resolution = 1024 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+version https://git-lfs.github.com/spec/v1 +oid sha256:e8dcf44bcad661b7d53bb20f493ffea4110b775c674176d968dd3adbb1237eb2 +size 206070 diff --git a/sample/logo_013200_00_20260724024029.png b/sample/logo_013200_00_20260724024029.png new file mode 100644 index 0000000000000000000000000000000000000000..1b54e067af2c56fc48d617f9167aecca3d889985 Binary files /dev/null and b/sample/logo_013200_00_20260724024029.png differ diff --git a/sample_prompts.txt b/sample_prompts.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e49b80ac1327e69737753fe1bbb7ce14931d68c --- /dev/null +++ b/sample_prompts.txt @@ -0,0 +1 @@ +logo \ No newline at end of file diff --git a/train.sh b/train.sh new file mode 100644 index 0000000000000000000000000000000000000000..078010d07143cb76516ee29d25fb303e6a7963f1 --- /dev/null +++ b/train.sh @@ -0,0 +1,34 @@ +accelerate launch \ + --mixed_precision bf16 \ + --num_cpu_threads_per_process 1 \ + sd-scripts/flux_train_network.py \ + --pretrained_model_name_or_path "/workspace/fluxgym/models/unet/flux1-dev.sft" \ + --clip_l "/workspace/fluxgym/models/clip/clip_l.safetensors" \ + --t5xxl "/workspace/fluxgym/models/clip/t5xxl_fp16.safetensors" \ + --ae "/workspace/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="/workspace/fluxgym/outputs/logo/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 16 \ + --save_every_n_epochs 4 \ + --dataset_config "/workspace/fluxgym/outputs/logo/dataset.toml" \ + --output_dir "/workspace/fluxgym/outputs/logo" \ + --output_name logo \ + --timestep_sampling shift \ + --discrete_flow_shift 3.1582 \ + --model_prediction_type raw \ + --guidance_scale 1 \ + --loss_type l2 \ \ No newline at end of file