diff --git a/README.md b/README.md new file mode 100644 index 0000000000000000000000000000000000000000..7e6a7bf077ecb134c6cefd4f0ba7deaddee97df7 --- /dev/null +++ b/README.md @@ -0,0 +1,42 @@ +--- +tags: +- text-to-image +- flux +- lora +- diffusers +- template:sd-lora +- fluxgym +widget: +- output: + url: sample/tomasbilybezpozadi_001500_00_20241028175908.png + text: tomasbilly is wearing glasses and a nike t-shirt and blue jeans. stands + in beautiful nature. +- output: + url: sample/tomasbilybezpozadi_001500_01_20241028175920.png + text: tomasbilly is wearing glasses and an adidas t-shirt and blue jeans. standing + by the river. +- output: + url: sample/tomasbilybezpozadi_001500_02_20241028175931.png + text: tomasbily is wearing glasses and a marvel t-shirt and blue jeans. standing + .in the park +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 +--- + +# TomasBilyBezPozadi + +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..5d77eddb865032ffd4e37716621a343388d52749 --- /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/tomasbilybezpozadi' + class_tokens = 'tomasbily' + num_repeats = 10 \ No newline at end of file diff --git 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b/sample_prompts.txt new file mode 100644 index 0000000000000000000000000000000000000000..f53cb09237c697bc8fbfa307a99034253e76593d --- /dev/null +++ b/sample_prompts.txt @@ -0,0 +1,5 @@ +tomasbilly is wearing glasses and a nike t-shirt and blue jeans. stands in beautiful nature. + +tomasbilly is wearing glasses and an adidas t-shirt and blue jeans. standing by the river. + +tomasbily is wearing glasses and a marvel t-shirt and blue jeans. standing .in the park \ No newline at end of file diff --git a/tomasbilybezpozadi-000003.safetensors b/tomasbilybezpozadi-000003.safetensors new file mode 100644 index 0000000000000000000000000000000000000000..f28e3879d909bcc969d27657ae545f873e85b8a7 --- /dev/null +++ b/tomasbilybezpozadi-000003.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:897528a21a3b3bf8841bc3f9c2f4afd4cdc989e8da47b4ebecd22274bdd99f45 +size 317075560 diff --git a/tomasbilybezpozadi-000006.safetensors b/tomasbilybezpozadi-000006.safetensors new file mode 100644 index 0000000000000000000000000000000000000000..d1b5d05ad2e16ccffcee6d5b99a5e4df577dd8cc --- /dev/null +++ b/tomasbilybezpozadi-000006.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:de3f136b1225dc156d098a9cfee3d8ac10a9c17d17467c3d5193b8771049a648 +size 317075560 diff --git a/tomasbilybezpozadi-000009.safetensors b/tomasbilybezpozadi-000009.safetensors new file mode 100644 index 0000000000000000000000000000000000000000..2e3127b50389a769ba81113d0b3eeb7a08d707e6 --- /dev/null +++ b/tomasbilybezpozadi-000009.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f490dc064082e39613681dbcc24cdd0aab2d83cca0a203f4f894ba11be2480dd +size 317075560 diff --git a/tomasbilybezpozadi.safetensors b/tomasbilybezpozadi.safetensors new file mode 100644 index 0000000000000000000000000000000000000000..63aee69d40829665bbf6f661dee49b55c60d54ce --- /dev/null +++ b/tomasbilybezpozadi.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f3a2c98a6f05f7c8164ee56c33a20347ca11cd6a3c0842857ec6cfe0f27bb613 +size 317075568 diff --git a/train.sh b/train.sh new file mode 100644 index 0000000000000000000000000000000000000000..34e2de6244aa77691d9d93997affef6c347b477b --- /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 32 \ + --optimizer_type adamw8bit \--sample_prompts="/app/fluxgym/outputs/tomasbilybezpozadi/sample_prompts.txt" --sample_every_n_steps="75" \ + --learning_rate 4e-4 \ + --cache_text_encoder_outputs \ + --cache_text_encoder_outputs_to_disk \ + --fp8_base \ + --highvram \ + --max_train_epochs 10 \ + --save_every_n_epochs 3 \ + --dataset_config "/app/fluxgym/outputs/tomasbilybezpozadi/dataset.toml" \ + --output_dir "/app/fluxgym/outputs/tomasbilybezpozadi" \ + --output_name tomasbilybezpozadi \ + --timestep_sampling shift \ + --discrete_flow_shift 3.1582 \ + --model_prediction_type raw \ + --guidance_scale 1 \ + --loss_type l2 \ \ No newline at end of file