diff --git a/README.md b/README.md new file mode 100644 index 0000000000000000000000000000000000000000..c537c01a07a18e7c8e03e633561870e391c95dde --- /dev/null +++ b/README.md @@ -0,0 +1,37 @@ +--- +tags: +- text-to-image +- flux +- lora +- diffusers +- template:sd-lora +- fluxgym +widget: +- output: + url: sample/another-lora_000002_01_20241022113905_76.png + text: r2nd0m a woman standing in front of a white background, pointing at a red + balloon that is floating in the air. She is surrounded by a few plants, giving + the impression of a peaceful and tranquil atmosphere. --d 76 +- output: + url: sample/another-lora_000004_01_20241022113926_76.png + text: r2nd0m a man sitting at a desk with a laptop computer in front of him. He + is wearing a cap and there is a plant in the background. --d 76 +base_model: black-forest-labs/FLUX.1-schnell +instance_prompt: r2nd0m +license: apache-2.0 +--- + +# Another Lora + +A Flux LoRA trained on a local computer with [Fluxgym](https://github.com/cocktailpeanut/fluxgym) + + + +## Trigger words + +You should use `r2nd0m` 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/another-lora.safetensors b/another-lora.safetensors new file mode 100644 index 0000000000000000000000000000000000000000..268fee39e8295e1abe0ac3c949c9c83dfca8ea2e --- /dev/null +++ b/another-lora.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9901be76449598c0ff40da01b5c129191d71c69079b8e4d4c362f13281c41766 +size 39772856 diff --git a/dataset.toml b/dataset.toml new file mode 100644 index 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b/sample/another-lora_000128_01_20241022120133_76.png differ diff --git a/sample_prompts.txt b/sample_prompts.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ab82ca7ba1905f509ff4c5c66b99d2b623deb7e --- /dev/null +++ b/sample_prompts.txt @@ -0,0 +1,3 @@ +r2nd0m a woman standing in front of a white background, pointing at a red balloon that is floating in the air. She is surrounded by a few plants, giving the impression of a peaceful and tranquil atmosphere. --d 76 + +r2nd0m a man sitting at a desk with a laptop computer in front of him. He is wearing a cap and there is a plant in the background. --d 76 \ No newline at end of file diff --git a/train.sh b/train.sh new file mode 100644 index 0000000000000000000000000000000000000000..a4cae6fb96f93a82104b057b1c2255952171a0a1 --- /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-schnell.safetensors" \ + --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 42 \ + --gradient_checkpointing \ + --mixed_precision bf16 \ + --save_precision bf16 \ + --network_module networks.lora_flux \ + --network_dim 4 \ + --optimizer_type adamw8bit \--sample_prompts="/app/fluxgym/outputs/another-lora/sample_prompts.txt" --sample_every_n_steps="2" \ + --learning_rate 8e-4 \ + --cache_text_encoder_outputs \ + --cache_text_encoder_outputs_to_disk \ + --fp8_base \ + --highvram \ + --max_train_epochs 1 \ + --save_every_n_epochs 4 \ + --dataset_config "/app/fluxgym/outputs/another-lora/dataset.toml" \ + --output_dir "/app/fluxgym/outputs/another-lora" \ + --output_name another-lora \ + --timestep_sampling shift \ + --discrete_flow_shift 3.1582 \ + --model_prediction_type raw \ + --guidance_scale 1 \ + --loss_type l2 \ \ No newline at end of file