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+*.pcm filter=lfs diff=lfs merge=lfs -text
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+# Audio files - compressed
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Canopus-LoRA-Flux-UltraRealism.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:c48305997c7a52cc0702cf2d8043e2d04c9e47531d4a617481703a7c2307ea67
+size 612746888

README.md

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+---
+tags:
+- text-to-image
+- lora
+- diffusers
+- template:diffusion-lora
+- flux-dev
+- ultra
+- realism
+- photorealism
+- hi-res
+- face
+- diffusion
+widget:
+- text: >-
+    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
+base_model: black-forest-labs/FLUX.1-dev
+instance_prompt: Ultra realistic
+license: creativeml-openrail-m
+---
+# Canopus-LoRA-Flux-UltraRealism-2.0
+
+<Gallery />
+
+**The model is still in the training phase. This is not the final version and may contain artifacts and perform poorly in some cases.**
+
+## Model description 
+
+**prithivMLmods/Canopus-LoRA-Flux-FaceRealism**
+
+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 & 3.8K+ |
+| Epoch                     | 20     | Save Every N Epochs       | 1      |
+
+    Labeling: florence2-en(natural language & English)
+    
+    Total Images Used for Training : 70 [ Hi-RES ] & More ...............
+
+
+## Trigger words
+
+You should use `Ultra realistic` to trigger the image generation.
+
+## Other Versions
+
+Here’s a table format for the Hugging Face model **"prithivMLmods/Canopus-LoRA-Flux-FaceRealism"**:
+
+| **Attribute**             | **Details**                                                                                                  |
+|---------------------------|--------------------------------------------------------------------------------------------------------------|
+| **Model Name**             | Canopus-LoRA-Flux-FaceRealism                                                                                 |
+| **Model ID**               | `prithivMLmods/Canopus-LoRA-Flux-FaceRealism`                                                                 |
+| **Hugging Face URL**       | [Canopus-LoRA-Flux-FaceRealism](https://huggingface.co/prithivMLmods/Canopus-LoRA-Flux-FaceRealism)            |
+| **Model Type**             | LoRA (Low-Rank Adaptation)                                                                                    |
+| **Primary Use Case**       | Face Realism image generation                                                                                 |
+| **Supported Framework**    | Hugging Face Diffusers                                                                                         |
+| **Data Type**              | `bfloat16`, `fp16`, `float32`                                                                                 |
+| **Compatible Models**      | Stable Diffusion, Flux models                                                                                 |
+| **Model Author**           | `prithivMLmods`                                                                                               |
+| **LoRA Technique**         | LoRA for image style transfer with a focus on generating realistic faces                                       |
+| **Model Version**          | Latest                                                                                                        |
+| **License**                | Open-Access                                                                                                   |
+| **Tags**                   | LoRA, Face Realism, Flux, Image Generation                                                   |
+
+## Setting Up
+```
+import torch
+from pipelines import DiffusionPipeline
+
+base_model = "prithivMLmods/Canopus-LoRA-Flux-UltraRealism-2.0"
+pipe = DiffusionPipeline.from_pretrained(base_model, torch_dtype=torch.bfloat16)
+
+lora_repo = "prithivMLmods/Canopus-LoRA-Flux-FaceRealism"
+trigger_word = "Ultra realistic"  # Leave trigger_word blank if not used.
+pipe.load_lora_weights(lora_repo)
+
+device = torch.device("cuda")
+pipe.to(device)
+```
+
+
+## Download model
+
+Weights for this model are available in Safetensors format.
+
+[Download](/prithivMLmods/Canopus-LoRA-Flux-UltraRealism-2.0/tree/main) them in the Files & versions tab.