diff --git a/README.md b/README.md new file mode 100644 index 0000000000000000000000000000000000000000..5b82e9eba1273db919e8cfb268aaf84a0fc6d6d4 --- /dev/null +++ b/README.md @@ -0,0 +1,42 @@ +--- +tags: +- text-to-image +- flux +- lora +- diffusers +- template:sd-lora +- fluxgym +widget: +- output: + url: sample/camera10_003900_00_20241207165441.png + text: camera10 a room is lying on the bed in room camera10 +- output: + url: sample/camera10_003900_01_20241207165447.png + text: camera10 cute woman casual tourist dress is looking around amazed gently + smiling inspired +- output: + url: sample/camera10_003900_02_20241207165453.png + text: camera10 a bedroom with a large bed adorned with pillows and a blanket, + a chair, a table with various objects on it, a lamp, a mirror on the wall, + and curtains on the window. +base_model: black-forest-labs/FLUX.1-dev +instance_prompt: camera10 +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 +--- + +# camera10 + +A Flux LoRA trained on a local computer with [Fluxgym](https://github.com/cocktailpeanut/fluxgym) + + + +## Trigger words + +You should use `camera10` 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/camera10.safetensors b/camera10.safetensors new file mode 100644 index 0000000000000000000000000000000000000000..ac6ed34f3c0a6be0a3073fa3d5f2124017919105 --- /dev/null +++ b/camera10.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4597c6d848161b6b9a45dc7cc5d335bfaf593b8a72a5c05308666caf6ad671b3 +size 39760584 diff --git a/dataset.toml b/dataset.toml new file mode 100644 index 0000000000000000000000000000000000000000..fff5a5571d2f3554ce5d4a60b7b0752088b9c134 --- /dev/null +++ b/dataset.toml @@ -0,0 +1,14 @@ +[general] +shuffle_caption = false +caption_extension = '.txt' +keep_tokens = 1 + +[[datasets]] +resolution = 1024 +batch_size = 1 +keep_tokens = 1 + + [[datasets.subsets]] + image_dir = 'C:\Users\manag\pinokio\api\fluxgym.git\datasets\camera10' + class_tokens = 'camera10' + num_repeats = 1 \ No newline at end of file diff --git a/oldsafetensors/camera10-000004.safetensors b/oldsafetensors/camera10-000004.safetensors new file mode 100644 index 0000000000000000000000000000000000000000..16c0c69e290f4f0fd8ecd7d963a989edab4360e6 --- /dev/null +++ b/oldsafetensors/camera10-000004.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e5a7bd3886b5d126c9b882b4200d8f1997a0ca09b8fbd871730cee37b305f527 +size 39760584 diff --git a/oldsafetensors/camera10-000008.safetensors b/oldsafetensors/camera10-000008.safetensors new file mode 100644 index 0000000000000000000000000000000000000000..5ab98680c4d482362e4013b8b98336ad1294bb29 --- /dev/null +++ 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b/sample/camera10_003900_02_20241207165453.png new file mode 100644 index 0000000000000000000000000000000000000000..d0f91f14bd97c2b50d84f62a481254f3ec0a43a0 Binary files /dev/null and b/sample/camera10_003900_02_20241207165453.png differ diff --git a/sample_prompts.txt b/sample_prompts.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d23b856d48d4b9a4277b7055d51d2f79e488e22 --- /dev/null +++ b/sample_prompts.txt @@ -0,0 +1,3 @@ +camera10 a room is lying on the bed in room camera10 +camera10 cute woman casual tourist dress is looking around amazed gently smiling inspired +camera10 a bedroom with a large bed adorned with pillows and a blanket, a chair, a table with various objects on it, a lamp, a mirror on the wall, and curtains on the window. \ No newline at end of file diff --git a/train.bat b/train.bat new file mode 100644 index 0000000000000000000000000000000000000000..ec3f1d7e751772fcddc41c9be06e6bdd8f4baeb2 --- /dev/null +++ b/train.bat @@ -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 "C:\Users\manag\pinokio\api\fluxgym.git\models\unet\flux1-dev.sft" ^ + --clip_l "C:\Users\manag\pinokio\api\fluxgym.git\models\clip\clip_l.safetensors" ^ + --t5xxl "C:\Users\manag\pinokio\api\fluxgym.git\models\clip\t5xxl_fp16.safetensors" ^ + --ae "C:\Users\manag\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 adamw8bit ^--sample_prompts="C:\Users\manag\pinokio\api\fluxgym.git\outputs\camera10\sample_prompts.txt" --sample_every_n_steps="100" ^ + --learning_rate 8e-4 ^ + --cache_text_encoder_outputs ^ + --cache_text_encoder_outputs_to_disk ^ + --fp8_base ^ + --highvram ^ + --max_train_epochs 300 ^ + --save_every_n_epochs 4 ^ + --dataset_config "C:\Users\manag\pinokio\api\fluxgym.git\outputs\camera10\dataset.toml" ^ + --output_dir "C:\Users\manag\pinokio\api\fluxgym.git\outputs\camera10" ^ + --output_name camera10 ^ + --timestep_sampling shift ^ + --discrete_flow_shift 3.1582 ^ + --model_prediction_type raw ^ + --guidance_scale 1 ^ + --loss_type l2 ^ \ No newline at end of file