diff --git a/README.md b/README.md new file mode 100644 index 0000000000000000000000000000000000000000..690e0801e65bf5b4715cd3ce5029ef97ac68ff78 --- /dev/null +++ b/README.md @@ -0,0 +1,56 @@ +--- +tags: +- text-to-image +- flux +- lora +- diffusers +- template:sd-lora +- fluxgym +widget: +- output: + url: sample/gen-ai-01_001200_05_20240918022447.png + text: mcfrln01 a drawing of a woman's face with red lips against a white background. +- output: + url: sample/gen-ai-01_001100_05_20240918022018.png + text: mcfrln01 a drawing of a woman with red glasses and a black and white polka + dot dress, set against a white background. She appears to be a clown, with + a mischievous expression on her face. +- output: + url: sample/gen-ai-01_001000_05_20240918021548.png + text: mcfrln01 a drawing of a flower with red berries on a white background. The + flower is drawn in detail, with its petals and leaves clearly visible. The + berries are a deep red color, adding a pop of color to the otherwise plain + white background, making the flower stand out. +- output: + url: sample/gen-ai-01_000900_05_20240918021118.png + text: mcfrln01 a black and white drawing of a man's face on a white background. + The man has a stern expression, with his eyes looking directly at the viewer + and his mouth slightly open. His hair is short and dark, and his skin is a + light tan color. He is wearing a black hat with a white band around the crown. +- output: + url: sample/gen-ai-01_000800_05_20240918020649.png + text: mcfrln01 a large group of cartoon faces with different expressions on a + white background. The faces are drawn in a variety of shapes and sizes, with + some having eyes, noses, and mouths. The colors used are bright and vibrant, + giving the image a cheerful and lively feel. +base_model: black-forest-labs/FLUX.1-dev +instance_prompt: mcfrln01 +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 +--- + +# gen-ai-01 + +A Flux LoRA trained on a local computer with [Fluxgym](https://github.com/cocktailpeanut/fluxgym) + + + +## Trigger words + +You should use `mcfrln01` 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..cec1668622183c05336b1bfaa986ee26eb85d9d5 --- /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/pinokio/api/fluxgym/datasets/gen-ai-01' + class_tokens = 'mcfrln01' + num_repeats = 5 \ No newline at end of file diff --git a/gen-ai-01-000004.safetensors b/gen-ai-01-000004.safetensors new file mode 100644 index 0000000000000000000000000000000000000000..39aafc0b74a77f30ae6200e7e5bcb6baf02b9387 --- /dev/null +++ b/gen-ai-01-000004.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:85fc004de2e2196303d2104259ea4754397e251fdfb5b0d29c78c300770f3602 +size 39775720 diff --git a/sample/gen-ai-01_000100_00_20240918013323_42.png b/sample/gen-ai-01_000100_00_20240918013323_42.png new file mode 100644 index 0000000000000000000000000000000000000000..7c750a45e63b917724c5a95d471eee8c3821812a Binary files /dev/null and b/sample/gen-ai-01_000100_00_20240918013323_42.png differ diff --git a/sample/gen-ai-01_000100_01_20240918013338_42.png b/sample/gen-ai-01_000100_01_20240918013338_42.png 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She appears to be a clown, with a mischievous expression on her face. +mcfrln01 a drawing of a flower with red berries on a white background. The flower is drawn in detail, with its petals and leaves clearly visible. The berries are a deep red color, adding a pop of color to the otherwise plain white background, making the flower stand out. +mcfrln01 a black and white drawing of a man's face on a white background. The man has a stern expression, with his eyes looking directly at the viewer and his mouth slightly open. His hair is short and dark, and his skin is a light tan color. He is wearing a black hat with a white band around the crown. +mcfrln01 a large group of cartoon faces with different expressions on a white background. The faces are drawn in a variety of shapes and sizes, with some having eyes, noses, and mouths. The colors used are bright and vibrant, giving the image a cheerful and lively feel. \ No newline at end of file diff --git a/train.sh b/train.sh new file mode 100644 index 0000000000000000000000000000000000000000..7876d15a910b2e87a2acb164671dab46eb924d7b --- /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/pinokio/api/fluxgym/models/unet/flux1-dev.sft" \ + --clip_l "/home/pinokio/api/fluxgym/models/clip/clip_l.safetensors" \ + --t5xxl "/home/pinokio/api/fluxgym/models/clip/t5xxl_fp16.safetensors" \ + --ae "/home/pinokio/api/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/pinokio/api/fluxgym/outputs/gen-ai-01/sample_prompts.txt" --sample_every_n_steps="5" \ + --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 4 \ + --dataset_config "/home/pinokio/api/fluxgym/outputs/gen-ai-01/dataset.toml" \ + --output_dir "/home/pinokio/api/fluxgym/outputs/gen-ai-01" \ + --output_name gen-ai-01 \ + --timestep_sampling shift \ + --discrete_flow_shift 3.1582 \ + --model_prediction_type raw \ + --guidance_scale 1 \ + --loss_type l2 \ \ No newline at end of file