diff --git a/README.md b/README.md new file mode 100644 index 0000000000000000000000000000000000000000..9b94abc801aa7fc36e332695fad5f8817d05183f --- /dev/null +++ b/README.md @@ -0,0 +1,34 @@ +--- +tags: +- text-to-image +- flux +- lora +- diffusers +- template:sd-lora +- fluxgym +widget: +- output: + url: sample/george-petty-flux_003375_00_20241224135937.png + text: George Petty, Petty, pinup, pinups, petty pinups, Petty Style, Petty pinup + style, +base_model: black-forest-labs/FLUX.1-dev +instance_prompt: George Petty, Petty, pinup, pinups, petty pinups, Petty Style, Petty pinup style, +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 +--- + +# George-Petty-Flux + +A Flux LoRA trained on a local computer with [Fluxgym](https://github.com/cocktailpeanut/fluxgym) + + + +## Trigger words + +You should use `George Petty, Petty, pinup, pinups, petty pinups, Petty Style, Petty pinup style, ` 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..416d956cdba58046ef7cd8fee04fb49d7ad2bac9 --- /dev/null +++ b/dataset.toml @@ -0,0 +1,14 @@ +[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/george-petty-flux' + class_tokens = 'George Petty, Petty, pinup, pinups, petty pinups, Petty Style, Petty pinup style, ' + num_repeats = 12 \ No newline at end of file diff --git a/george-petty-flux-000004-state/model.safetensors b/george-petty-flux-000004-state/model.safetensors new file mode 100644 index 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b/sample_prompts.txt @@ -0,0 +1 @@ +George Petty, Petty, pinup, pinups, petty pinups, Petty Style, Petty pinup style, \ No newline at end of file diff --git a/train.sh b/train.sh new file mode 100644 index 0000000000000000000000000000000000000000..df0fa685adfb021836cac2f6138a4c09fd9451c2 --- /dev/null +++ b/train.sh @@ -0,0 +1,36 @@ +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/george-petty-flux/sample_prompts.txt" --sample_every_n_steps="15" \ + --learning_rate 8e-4 \ + --cache_text_encoder_outputs \ + --cache_text_encoder_outputs_to_disk \ + --fp8_base \ + --highvram \ + --max_train_epochs 6 \ + --save_every_n_epochs 4 \ + --dataset_config "/app/fluxgym/outputs/george-petty-flux/dataset.toml" \ + --output_dir "/app/fluxgym/outputs/george-petty-flux" \ + --output_name george-petty-flux \ + --timestep_sampling shift \ + --discrete_flow_shift 3.1582 \ + --model_prediction_type raw \ + --guidance_scale 1 \ + --loss_type l2 \ + --enable_bucket \ + --save_state \ No newline at end of file