--- tags: - text-to-image - lora - diffusers - template:diffusion-lora - Super-Realism - Flux.1-Dev - Dynamic-Realism - Realistic - Photorealism - Hi-Res - UltraRealism - Diffusion - Face - safetensors - Realism-Engine widget: - text: >- Super Realism, Woman in a red jacket, snowy, in the style of hyper-realistic portraiture, caninecore, mountainous vistas, timeless beauty, palewave, iconic, distinctive noses --ar 72:101 --stylize 750 --v 6 output: url: images/3.png - text: >- Super Realism, Headshot of handsome young man, wearing dark gray sweater with buttons and big shawl collar, brown hair and short beard, serious look on his face, black background, soft studio lighting, portrait photography --ar 85:128 --v 6.0 --style rawHeadshot of handsome young man, wearing dark gray sweater with buttons and big shawl collar, brown hair and short beard, serious look on his face, black background, soft studio lighting, portrait photography --ar 85:128 --v 6.0 --style rawHeadshot of handsome young man, wearing dark gray sweater with buttons and big shawl collar, brown hair and short beard, serious look on his face, black background, soft studio lighting, portrait photography --ar 85:128 --v 6.0 --style raw output: url: images/2.png - text: >- Super Realism, High-resolution photograph, woman, UHD, photorealistic, shot on a Sony A7III --chaos 20 --ar 1:2 --style raw --stylize 250 output: url: images/1.png - text: >- Putin y Trump se abrazan y se besan con lengua iluminados por un luz anaranjada proveniente de una explosión termonuclear que se divisa en el horizonte. El paisaje apocalíptico es el de una ciudad en escombros. Esta fotografía transmite una escena de destrucción y caos humeante en tonos rojizos y amarillentos output: url: images/example_7xfm61mj1.png base_model: black-forest-labs/FLUX.1-dev instance_prompt: Super Realism license: mit --- ![strangerzonehf/Flux-Super-Realism-LoRA](images/sz.png) ## Model description for super realism engine Image Processing Parameters | Parameter | Value | Parameter | Value | |---------------------------|--------|---------------------------|--------| | LR Scheduler | constant | Noise Offset | 0.03 | | Optimizer | AdamW | Multires Noise Discount | 0.1 | | Network Dim | 64 | Multires Noise Iterations | 10 | | Network Alpha | 32 | Repeat & Steps | 30 & 4380| | Epoch | 20 | Save Every N Epochs | 1 | ## Comparison between the base model and related models. Comparison between the base model FLUX.1-dev and its adapter, a LoRA model tuned for super-realistic realism. [ 28 steps ] ![strangerzonehf/Flux-Super-Realism-LoRA](images/sz2.png) However, it performs better in various aspects compared to its previous models, including face realism, ultra-realism, and others. previous versions [ 28 steps ] ![strangerzonehf/Flux-Super-Realism-LoRA](images/sz3.png) ## Previous Model Links | Model Name | Description | Link | |------------------------------------------|------------------------------|------------------------------------------------------------------------------------------| | **Canopus-LoRA-Flux-FaceRealism** | LoRA model for Face Realism | [Canopus-LoRA-Flux-FaceRealism](https://huggingface.co/prithivMLmods/Canopus-LoRA-Flux-FaceRealism) | | **Canopus-LoRA-Flux-UltraRealism-2.0** | LoRA model for Ultra Realism | [Canopus-LoRA-Flux-UltraRealism-2.0](https://huggingface.co/prithivMLmods/Canopus-LoRA-Flux-UltraRealism-2.0) | | **Flux.1-Dev-LoRA-HDR-Realism [Experimental Version]** | LoRA model for HDR Realism | [Flux.1-Dev-LoRA-HDR-Realism](https://huggingface.co/prithivMLmods/Flux.1-Dev-LoRA-HDR-Realism) | | **Flux-Realism-FineDetailed** | Fine-detailed realism-focused model | [Flux-Realism-FineDetailed](https://huggingface.co/prithivMLmods/Flux-Realism-FineDetailed) | ## Hosted/Demo Links | Demo Name | Description | Link | |----------------------------|----------------------------|--------------------------------------------------------------------------------------| | **FLUX-LoRA-DLC** | Demo for FLUX LoRA DLC | [FLUX-LoRA-DLC](https://huggingface.co/spaces/prithivMLmods/FLUX-LoRA-DLC) | | **FLUX-REALISM** | Demo for FLUX Realism | [FLUX-REALISM](https://huggingface.co/spaces/prithivMLmods/FLUX-REALISM) | ## Model Training Basic Details | Feature | Description | |--------------------------------|-------------------------------------| | **Labeling** | florence2-en (natural language & English) | | **Total Images Used for Training** | 55 [Hi-Res] | | **Best Dimensions** | - 1024 x 1024 (Default) | | | - 768 x 1024 | ## Flux-Super-Realism-LoRA Model GitHub | Repository Link | Description | |---------------------------------------------------------------|----------------------------------------------| | [Flux-Super-Realism-LoRA](https://github.com/Stranger-Zone/Flux-Super-Realism-LoRA/tree/main) | Flux Super Realism LoRA model repository for high-quality realism generation | ## API Usage / Quick Usage ```python from gradio_client import Client client = Client("prithivMLmods/FLUX-REALISM") result = client.predict( prompt="A tiny astronaut hatching from an egg on the moon, 4k, planet theme", seed=0, width=1024, height=1024, guidance_scale=6, randomize_seed=True, api_name="/run" #takes minimum of 30 seconds ) print(result) ``` ## Setting Up Flux Space ```python import torch from pipelines import DiffusionPipeline base_model = "black-forest-labs/FLUX.1-dev" pipe = DiffusionPipeline.from_pretrained(base_model, torch_dtype=torch.bfloat16) lora_repo = "strangerzonehf/Flux-Super-Realism-LoRA" trigger_word = "Super Realism" #triggerword pipe.load_lora_weights(lora_repo) device = torch.device("cuda") pipe.to(device) ``` ## Trigger words > [!WARNING] > **Trigger words:** You should use `Super Realism` to trigger the image generation. - The trigger word is not mandatory; ensure that words like "realistic" and "realism" appear in the image description. The "super realism" trigger word should prompt an exact match to the reference image in the showcase. ## Download model Weights for this model are available in Safetensors format. [Download](/strangerzonehf/Flux-Super-Realism-LoRA/tree/main) them in the Files & versions tab.