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apache-2.0 +--- + +# NotoGen + +A Flux LoRA trained on a local computer with [Fluxgym](https://github.com/cocktailpeanut/fluxgym) + + + +## Trigger words + +You should use `notogen` 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..15c2f9af8ebe97ed5a644e557a11fd393e575d5c --- /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 = 'D:\pinokio\api\fluxgym.git\datasets\notogen' + class_tokens = 'notogen' + num_repeats = 5 \ No newline at end of file diff --git a/notogen-000004.safetensors b/notogen-000004.safetensors new file mode 100644 index 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0000000000000000000000000000000000000000..a670d85f2d626c92437f98b15099909d78202b53 --- /dev/null +++ b/sample/notogen_006000_02_20250131124218.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:45472e9b9d28662ac1c4a2d93751ae1b4f84348d80d1856cb098e2a77ed95041 +size 238972 diff --git a/sample_prompts.txt b/sample_prompts.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d003bfe6bb81ef491ced313212a1c545b04c950 --- /dev/null +++ b/sample_prompts.txt @@ -0,0 +1,3 @@ +notogen happy face emoji +notogen sad face emoji +notogen cat with blue hearts surrounding it \ No newline at end of file diff --git a/train.bat b/train.bat new file mode 100644 index 0000000000000000000000000000000000000000..1ded0fcef4faad36f765807f70240afc6b1b9615 --- /dev/null +++ b/train.bat @@ -0,0 +1,39 @@ +accelerate launch ^ + --mixed_precision bf16 ^ + --num_cpu_threads_per_process 1 ^ + sd-scripts/flux_train_network.py ^ + --pretrained_model_name_or_path "D:\pinokio\api\fluxgym.git\models\unet\flux1-schnell.safetensors" ^ + --clip_l "D:\pinokio\api\fluxgym.git\models\clip\clip_l.safetensors" ^ + --t5xxl "D:\pinokio\api\fluxgym.git\models\clip\t5xxl_fp16.safetensors" ^ + --ae "D:\pinokio\api\fluxgym.git\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 adafactor ^ + --optimizer_args "relative_step=False" "scale_parameter=False" "warmup_init=False" ^ + --split_mode ^ + --network_args "train_blocks=single" ^ + --lr_scheduler constant_with_warmup ^ + --max_grad_norm 0.0 ^--sample_prompts="D:\pinokio\api\fluxgym.git\outputs\notogen\sample_prompts.txt" --sample_every_n_steps="250" ^ + --learning_rate 8e-4 ^ + --cache_text_encoder_outputs ^ + --cache_text_encoder_outputs_to_disk ^ + --fp8_base ^ + --highvram ^ + --max_train_epochs 15 ^ + --save_every_n_epochs 4 ^ + --dataset_config "D:\pinokio\api\fluxgym.git\outputs\notogen\dataset.toml" ^ + --output_dir "D:\pinokio\api\fluxgym.git\outputs\notogen" ^ + --output_name notogen ^ + --timestep_sampling shift ^ + --discrete_flow_shift 3.1582 ^ + --model_prediction_type raw ^ + --guidance_scale 1 ^ + --loss_type l2 ^ \ No newline at end of file