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README.md ADDED
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+ ---
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+ base_model: black-forest-labs/FLUX.1-dev
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+ library_name: diffusers
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+ license: other
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+ instance_prompt: A newborn <s0><s1><s2><s3><s4> baby.
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+ widget: []
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+ tags:
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+ - text-to-image
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+ - diffusers-training
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+ - diffusers
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+ - lora
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+ - flux
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+ - flux-diffusers
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+ - template:sd-lora
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+ ---
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+
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+ <!-- This model card has been generated automatically according to the information the training script had access to. You
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+ should probably proofread and complete it, then remove this comment. -->
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+
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+
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+ # Flux DreamBooth LoRA - cwhuh/babyface_flux_dlora_hsfw_2_Indonesian
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+
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+ <Gallery />
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+
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+ ## Model description
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+
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+ These are cwhuh/babyface_flux_dlora_hsfw_2_Indonesian DreamBooth LoRA weights for black-forest-labs/FLUX.1-dev.
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+
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+ The weights were trained using [DreamBooth](https://dreambooth.github.io/) with the [Flux diffusers trainer](https://github.com/huggingface/diffusers/blob/main/examples/dreambooth/README_flux.md).
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+
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+ Was LoRA for the text encoder enabled? False.
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+
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+ Pivotal tuning was enabled: True.
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+
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+ ## Trigger words
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+
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+ To trigger image generation of trained concept(or concepts) replace each concept identifier in you prompt with the new inserted tokens:
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+
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+ to trigger concept `Indonesian_hsfw` → use `<s0><s1><s2><s3><s4>` in your prompt
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+
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+
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+
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+ ## Download model
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+
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+ [Download the *.safetensors LoRA](cwhuh/babyface_flux_dlora_hsfw_2_Indonesian/tree/main) in the Files & versions tab.
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+
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+ ## Use it with the [🧨 diffusers library](https://github.com/huggingface/diffusers)
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+
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+ ```py
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+ from diffusers import AutoPipelineForText2Image
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+ import torch
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+ from huggingface_hub import hf_hub_download
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+ from safetensors.torch import load_file
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+
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+ pipeline = AutoPipelineForText2Image.from_pretrained("black-forest-labs/FLUX.1-dev", torch_dtype=torch.bfloat16).to('cuda')
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+ pipeline.load_lora_weights('cwhuh/babyface_flux_dlora_hsfw_2_Indonesian', weight_name='pytorch_lora_weights.safetensors')
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+ embedding_path = hf_hub_download(repo_id='cwhuh/babyface_flux_dlora_hsfw_2_Indonesian', filename='/nas/checkpoints/sangmin/babyface_flux_dlora_hsfw_2_Indonesian_emb.safetensors', repo_type="model")
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+ state_dict = load_file(embedding_path)
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+ pipeline.load_textual_inversion(state_dict["clip_l"], token=["<s0>", "<s1>", "<s2>", "<s3>", "<s4>"], text_encoder=pipeline.text_encoder, tokenizer=pipeline.tokenizer)
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+
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+ image = pipeline('A newborn <s0><s1><s2><s3><s4> baby.').images[0]
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+ ```
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+
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+ For more details, including weighting, merging and fusing LoRAs, check the [documentation on loading LoRAs in diffusers](https://huggingface.co/docs/diffusers/main/en/using-diffusers/loading_adapters)
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+
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+ ## License
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+
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+ Please adhere to the licensing terms as described [here](https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md).
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+
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+
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+ ## Intended uses & limitations
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+
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+ #### How to use
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+
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+ ```python
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+ # TODO: add an example code snippet for running this diffusion pipeline
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+ ```
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+
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+ #### Limitations and bias
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+
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+ [TODO: provide examples of latent issues and potential remediations]
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+
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+ ## Training details
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+
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+ [TODO: describe the data used to train the model]
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