diff --git a/README.md b/README.md new file mode 100644 index 0000000000000000000000000000000000000000..b4155f0f8bc0ed01a09b60fa691ab235d7a05b7b --- /dev/null +++ b/README.md @@ -0,0 +1,49 @@ +--- +tags: +- text-to-image +- flux +- lora +- diffusers +- template:sd-lora +- fluxgym +widget: +- output: + url: sample/ilya-4_004400_00_20241020122711.png + text: p3rs0n sitting in a pushchair on AI hackathon +- output: + url: sample/ilya-4_004400_01_20241020122715.png + text: p3rs0n riding a dragon, movie animation shot +- output: + url: sample/ilya-4_004400_02_20241020122719.png + text: p3rs0n as an Iron Man +- output: + url: sample/ilya-4_004400_03_20241020122723.png + text: A fearless p3rs0n rides atop a majestic emerald dragon, soaring through + a vibrant sunset sky, with swirling clouds and a golden horizon, in an epic + fantasy art style. +- output: + url: sample/ilya-4_004400_04_20241020122727.png + text: A dynamic scene of p3rs0n as a Spider-Man, soaring through a vibrant New + York skyline at sunset. Neon city lights glow beneath a tapestry of pink and + orange sky, embodying a comic book style. +base_model: black-forest-labs/FLUX.1-dev +instance_prompt: p3rs0n +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 +--- + +# ilya-4 + +A Flux LoRA trained on a local computer with [Fluxgym](https://github.com/cocktailpeanut/fluxgym) + + + +## Trigger words + +You should use `p3rs0n` 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..58ecf601cfba1cb3cfec64ba577f0de40178518e --- /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 = '/home/admin/fluxgym/datasets/ilya-4' + class_tokens = 'p3rs0n' + num_repeats = 10 \ No newline at end of file diff --git a/ilya-4-000004.safetensors b/ilya-4-000004.safetensors new file mode 100644 index 0000000000000000000000000000000000000000..9d55da170a712c7fbebbfe570c52072ee1224677 --- /dev/null +++ b/ilya-4-000004.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ec8443de3a5a067b2b544bb0814d1f4eb4d5af96856257b9a6aaf0231e215aa6 +size 39771032 diff --git a/ilya-4-000008.safetensors b/ilya-4-000008.safetensors new file mode 100644 index 0000000000000000000000000000000000000000..fde4ca32071fe43c90503ebb7e432268758251cc --- /dev/null +++ b/ilya-4-000008.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:111889cdc167615425bb108e831802013cb0c91959a8ca2b674d3b6943638d91 +size 39771032 diff --git a/ilya-4-000012.safetensors b/ilya-4-000012.safetensors 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atop a majestic emerald dragon, soaring through a vibrant sunset sky, with swirling clouds and a golden horizon, in an epic fantasy art style. + +A dynamic scene of p3rs0n as a Spider-Man, soaring through a vibrant New York skyline at sunset. Neon city lights glow beneath a tapestry of pink and orange sky, embodying a comic book style. \ No newline at end of file diff --git a/train.sh b/train.sh new file mode 100644 index 0000000000000000000000000000000000000000..26d86ca0a16e97e9b7f7fe8e6147e3119f8ca252 --- /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 "/home/admin/fluxgym/models/unet/flux1-dev.sft" \ + --clip_l "/home/admin/fluxgym/models/clip/clip_l.safetensors" \ + --t5xxl "/home/admin/fluxgym/models/clip/t5xxl_fp16.safetensors" \ + --ae "/home/admin/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="/home/admin/fluxgym/outputs/ilya-4/sample_prompts.txt" --sample_every_n_steps="200" \ + --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 "/home/admin/fluxgym/outputs/ilya-4/dataset.toml" \ + --output_dir "/home/admin/fluxgym/outputs/ilya-4" \ + --output_name ilya-4 \ + --timestep_sampling shift \ + --discrete_flow_shift 3.1582 \ + --model_prediction_type raw \ + --guidance_scale 1 \ + --loss_type l2 \ \ No newline at end of file