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--- |
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license: other |
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license_name: flux-1-dev-non-commercial-license |
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license_link: https://huggingface.co/black-forest-labs/FLUX.1-dev/resolve/main/LICENSE.md |
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base_model: |
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- black-forest-labs/FLUX.1-dev |
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pipeline_tag: text-to-image |
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library_name: diffusers |
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tags: |
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- flux |
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- text-to-image |
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--- |
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# Flux.1 Lite |
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We want to announce the alpha version of our new distilled Flux.1 Lite model, an 8B parameter transformer model distilled from the original Flux1. dev model. |
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Our goal is to further reduce FLUX.1-dev transformer parameters up to 24Gb to make it compatible with most of GPU cards. |
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## News🔥🔥🔥 |
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* Oct.18, 2024. Alpha 8B checkpoint and comparison demo 🤗 (i.e. [Flux.1 Lite](https://huggingface.co/spaces/Freepik/flux.1-lite)) is publicly available on [HuggingFace Repo](https://huggingface.co/Freepik/flux.1-lite-8B-alpha). |
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## Try our Hugging Face demos: |
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Flux.1 Lite demo host on [🤗 flux.1-lite](https://huggingface.co/spaces/Freepik/flux.1-lite) |
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## Introduction |
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Hyper-SD is one of the new State-of-the-Art diffusion model acceleration techniques. |
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In this repository, we release the models distilled from [FLUX.1-dev](https://huggingface.co/black-forest-labs/FLUX.1-dev), [SD3-Medium](https://huggingface.co/stabilityai/stable-diffusion-3-medium-diffusers), [SDXL Base 1.0](https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0) and [Stable-Diffusion v1-5](https://huggingface.co/runwayml/stable-diffusion-v1-5)。 |
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## Checkpoints |
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* `flux.1-lite-8B-alpha.safetensors`: Transformer checkpoint, in Flux original format. |
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## Text-to-Image Usage |
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### FLUX.1-dev-related models |
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```python |
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import torch |
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from diffusers import FluxPipeline |
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base_model_id = "Freepik/flux.1-lite-8B-alpha" |
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torch_dtype = torch.bfloat16 |
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device = "cuda" |
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# Load the pipe |
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model_id = "Freepik/flux.1-lite-8B-alpha" |
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pipe = FluxPipeline.from_pretrained( |
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model_id, torch_dtype=torch_dtype |
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).to(device) |
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# Inference |
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prompt = "Scene inspired by 2000 comedy animation, a glowing green alien whose fluorescent skin emits light, standing in a dark purple forest. The alien is holding a large sign that reads 'LITE 8B ALPHA' in bold letters. The forest around is shadowy, with tall, eerie trees and mist rolling in. The alien radiates a soft, supernatural glow, illuminating the surroundings, creating a stark contrast between light and darkness. Style of an old comic, with flat colors, halftone shading, and a slightly weathered, vintage texture." |
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guidance_scale = 3.5 # Important to keep guidance_scale to 3.5 |
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n_steps = 28 |
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seed = 11 |
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with torch.inference_mode(): |
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image = pipe( |
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prompt=prompt, |
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generator=torch.Generator(device="cpu").manual_seed(seed), |
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num_inference_steps=n_steps, |
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guidance_scale=guidance_scale, |
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height=1024, |
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width=1024, |
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).images[0] |
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image.save("output.png") |
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``` |
