diff --git a/README.md b/README.md new file mode 100644 index 0000000000000000000000000000000000000000..6e78d111ab018baec100cadda11c5051d2d5a8f1 --- /dev/null +++ b/README.md @@ -0,0 +1,42 @@ +--- +tags: +- text-to-image +- flux +- lora +- diffusers +- template:sd-lora +- fluxgym +widget: +- output: + url: sample/tomasbily_001800_00_20241006152312.png + text: tomasbily a man standing in the grass wearing a white and grey t-shirt, + with a tree in the background. +- output: + url: sample/tomasbily_001800_01_20241006152325.png + text: tomasbily a man standing in a field wearing a blue t-shirt and a grey jacket. + The background of the image is filled with lush green grass and tall trees. +- output: + url: sample/tomasbily_001800_02_20241006152339.png + text: tomasbily a man standing in the grass with his arms crossed, wearing a white + and ash colored t-shirt. In the background, there are a few trees in green. +base_model: black-forest-labs/FLUX.1-dev +instance_prompt: tomasbily +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 +--- + +# tomasbily + +A Flux LoRA trained on a local computer with [Fluxgym](https://github.com/cocktailpeanut/fluxgym) + + + +## Trigger words + +You should use `tomasbily` 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..e61cabeb1002d398f566129a1607e2ed39fe74af --- /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 + + 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The background of the image is filled with lush green grass and tall trees. + + +tomasbily a man standing in the grass with his arms crossed, wearing a white and ash colored t-shirt. In the background, there are a few trees in green. \ No newline at end of file diff --git a/tomasbily-000002.safetensors b/tomasbily-000002.safetensors new file mode 100644 index 0000000000000000000000000000000000000000..1b033aac42162c32ee2681ae25ffe4e754316e91 --- /dev/null +++ b/tomasbily-000002.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:69d67244eaca9470c8503a436cc4bfbd8d4edd7801f91ac529f9b7e270304771 +size 158613992 diff --git a/tomasbily-000004.safetensors b/tomasbily-000004.safetensors new file mode 100644 index 0000000000000000000000000000000000000000..22fb65b675df019e752224e8c94bc656db933c71 --- /dev/null +++ b/tomasbily-000004.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:18ffdf60121c9dce3119fefcb0714bf1e67d1a162ffc961783a398a53919f481 +size 158613992 diff --git a/tomasbily-000006.safetensors b/tomasbily-000006.safetensors new file mode 100644 index 0000000000000000000000000000000000000000..c3ac8b644ad6ff6defdaad5187ae600cc215152c --- /dev/null +++ b/tomasbily-000006.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:90575a1081c4ee0cc32f656c17ed894ea103e8b2288cc78b780a7dd6f5761fd5 +size 158613992 diff --git a/tomasbily.safetensors b/tomasbily.safetensors new file mode 100644 index 0000000000000000000000000000000000000000..1c939933fa4575477db1e8dfb7547d0635ea9f9b --- /dev/null +++ b/tomasbily.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:023d44a93f1b2dd4e1227db879e8ced2cbada05c8983b91520562e1e5534db85 +size 158613992 diff --git a/train.sh b/train.sh new file mode 100644 index 0000000000000000000000000000000000000000..0244c194d4579a809623500e6bc174c09fd78b3d --- /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 "/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 0 \ + --gradient_checkpointing \ + --mixed_precision bf16 \ + --save_precision bf16 \ + --network_module networks.lora_flux \ + --network_dim 16 \ + --optimizer_type adamw8bit \--sample_prompts="/app/fluxgym/outputs/tomasbily/sample_prompts.txt" --sample_every_n_steps="75" \ + --learning_rate 8e-4 \ + --cache_text_encoder_outputs \ + --cache_text_encoder_outputs_to_disk \ + --fp8_base \ + --highvram \ + --max_train_epochs 8 \ + --save_every_n_epochs 2 \ + --dataset_config "/app/fluxgym/outputs/tomasbily/dataset.toml" \ + --output_dir "/app/fluxgym/outputs/tomasbily" \ + --output_name tomasbily \ + --timestep_sampling shift \ + --discrete_flow_shift 3.1582 \ + --model_prediction_type raw \ + --guidance_scale 1 \ + --loss_type l2 \ \ No newline at end of file