diff --git a/README.md b/README.md new file mode 100644 index 0000000000000000000000000000000000000000..d6b3945ee1bb40b2d60e1e5b32b17ef43448c691 --- /dev/null +++ b/README.md @@ -0,0 +1,33 @@ +--- +tags: +- text-to-image +- flux +- lora +- diffusers +- template:sd-lora +- fluxgym +widget: +- output: + url: sample/alberto-vargas_002220_00_20241214000549.png + text: Alberto Vargas, Vargas +base_model: black-forest-labs/FLUX.1-dev +instance_prompt: Alberto Vargas, Vargas +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 +--- + +# Alberto Vargas + +A Flux LoRA trained on a local computer with [Fluxgym](https://github.com/cocktailpeanut/fluxgym) + + + +## Trigger words + +You should use `Alberto Vargas, Vargas` 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 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0000000000000000000000000000000000000000..62c7230ef18c28d859f8cbe712d41602b7ff5348 Binary files /dev/null and b/sample/alberto-vargas_002220_00_20241214000549.png differ diff --git a/sample_prompts.txt b/sample_prompts.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4d57921a41322cae66852dda7d83a2f37d48558 --- /dev/null +++ b/sample_prompts.txt @@ -0,0 +1 @@ +Alberto Vargas, Vargas \ No newline at end of file diff --git a/train.sh b/train.sh new file mode 100644 index 0000000000000000000000000000000000000000..a0c030c516c4fb8f342a5cc2b27d934b90d48c2e --- /dev/null +++ b/train.sh @@ -0,0 +1,37 @@ +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 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/alberto-vargas/sample_prompts.txt" --sample_every_n_steps="20" \ + --learning_rate 8e-4 \ + --cache_text_encoder_outputs \ + --cache_text_encoder_outputs_to_disk \ + --fp8_base \ + --highvram \ + --max_train_epochs 6 \ + --save_every_n_epochs 4 \ + --dataset_config "/app/fluxgym/outputs/alberto-vargas/dataset.toml" \ + --output_dir "/app/fluxgym/outputs/alberto-vargas" \ + --output_name alberto-vargas \ + --timestep_sampling shift \ + --discrete_flow_shift 3.1582 \ + --model_prediction_type raw \ + --guidance_scale 1 \ + --loss_type l2 \ + --enable_bucket \ + --min_bucket_reso 512 \ + --save_state \ No newline at end of file