Update README.md

README.md

@@ -4,26 +4,140 @@ tags:
 - lora
 - diffusers
 - template:diffusion-lora
+- realism
+- portrait
 widget:
-- text: '-'
+- text: >-
+    b1 portrait, Captured at eye-level, a close-up shot captures a young man
+    with curly black hair, wearing a red and navy blue jacket with a white
+    stripe down the front. His jacket is adorned with a black collar and a white
+    logo with a blue letter "F" in the center. Behind him, a young woman in a
+    navy blue and red tank top, also wearing a white hat, is seated on the
+    beach. The background is a sandy beach, with a clear blue sky dotted with
+    white fluffy clouds.
   output:
-    url: images/c4834701-5180-4e17-9fe4-eff2d6181372.jpg
-base_model: prithivMLmods/Flux.1-Merged
+    url: images/1.png
+- text: >-
+    b1 portrait, A close-up shot of a young Asian woman with brown hair and blue
+    eyes. She is wearing a purple polo shirt with a collar. Her hair is pulled
+    back in a ponytail. Her eyes are blue and her lips are pink. The background
+    is blurred, but it appears to be a grassy field. The sky is gray
+  output:
+    url: images/2.png
+- text: >-
+    b1 portrait, a young Asian girl with short dark brown hair, wearing a red
+    and green sun hat. She is wearing a blue sleeveless shirt with a yellow
+    stripe down the center of the shirt. The shirt has a blue collar with a
+    black button on it. The girls lips are painted pink. The backdrop is a light
+    blue with white daisy prints on it, adding a pop of color to the scene.
+  output:
+    url: images/3.png
+- text: >-
+    b1 portrait, a close-up shot captures a young womans face, adorned with a
+    green beanie and a beige cardigan. She is wearing a pair of gold rimmed
+    glasses with a white label that reads "QDUROY" in bold black letters. Her
+    eyes are a piercing blue, her eyebrows are a darker shade of brown, and her
+    lips are a lighter pink. Her hair is a dark brown, adding a pop of color to
+    her face. The background is a stark white, creating a stark contrast to her
+    outfit.
+  output:
+    url: images/4.png
+- text: >-
+    b1 portrait, Captured at eye-level, a close-up shot of a young woman with
+    long brown hair, wearing a white cap, a white shirt, and a red jacket with
+    black buttons. Her hair is styled in two braids, adding a touch of texture
+    to her face. Her eyes are a piercing blue, and her eyebrows are a darker
+    shade of brown. The background is a light brown, and the womans hair is
+    cascading over her shoulders.
+  output:
+    url: images/5.png
+- text: >-
+    b1 portrait, a close-up shot of a womans face is angled towards the left
+    side of the frame. The womans eyes are painted in a vibrant shade of yellow,
+    green, and brown, while her lips are painted with white teeth. She is
+    wearing a pair of gold hoop earrings, adding a pop of color to her face. The
+    background is a light blue, and the womans hair is pulled back in a
+    ponytail.
+  output:
+    url: images/6.png
+base_model:
+- prithivMLmods/Flux.1-Merged
 instance_prompt: b1 portrait
-license: apache-2.0
+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
 ---
-# prithivMLmods/Blaze.1-Portrait-Revised
-
 <Gallery />
 
+‎
+
+# **Blaze.1 Portrait Image Fidelity `[ Base Flux.1 Merged ]`**
+
+Blaze.1 Portrait is a flux-based adapter designed to generate high-quality, realism-driven super-portraits. This advanced model underwent rigorous training using a diverse set of images to ensure exceptional output in portrait generation. With 72 variations and a total of 1080 images per variation, the training process involved meticulous curation and processing of 14-bit raw Camera Uncompressed Format (CUF) images. For comprehensive insights, refer to the detailed documentation on training procedures, data curation, and parameter optimization.
+
+# **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*        | *<span style="color:orangered">30 & 38,000</span>*|
+| *Epoch*                | *<span style="color:orangered">45</span>* | Save Every N Epochs       | 1                            |
+
+The model was trained with an overall image count of 1080 images, repeated across variations to create a total dataset of 1100 repetition per image.
+
+Training was conducted for 4 epochs per set, resulting in a cumulative total of 38,000 steps, with the image labeler *Florence2-en (natural language & English)*.
+
+# **Dataset Details**
+
+The dataset consists of highly realistic images, meticulously curated for optimal model performance. Smaller adapter versions were initially trained on batches, and high-resolution images were later generated from these adapters for further training.
+
+Pre-training upscaling techniques were employed to enhance pixel clarity, ensuring superior image fidelity during model inference.
+
+Image compression details:
+
+- *Minimum compression:* 1.4 MB  
+- *Maximum compression:* 10.1 MB  
+- *Average compression:* 3.2 MB
+
+# **Training Infrastructure**
+
+Blaze.1 Portrait was trained using state-of-the-art hardware:
+
+- *GPU Configuration:* NVIDIA A100 SXM (2x)
+- *vCPU:* 32 cores
+- *VRAM:* 160 GB
+- *RAM:* 250 GB
+- *Disk Space:* 400 GB
+- *Network Memory:* High-speed interconnects for efficient data transfer
+
+# **Training Runtime**
+
+Total machine runtime: *<span style="color:orangered">8 hours 14 minutes</span>*
+
+# **Trigger Words**
+
+To generate images using Blaze.1 Portrait, utilize the trigger phrase:
 
-## Trigger words
+- *<span style="color:orangered">b1 portrait</span>*
+  
+Incorporating this trigger in your prompts ensures optimal model performance and high-quality portrait generation.
 
-You should use `b1 portrait` to trigger the image generation.
+# **Download Model**
 
+Weights for Blaze.1 Portrait are available in Safetensors format. You can download them from the Files & Versions tab using the link below:
 
-## Download model
+[Download Blaze.1 Portrait Weights](/strangerzonehf/Blaze.1-Portrait/tree/main)
 
-Weights for this model are available in Safetensors format.
 
-[Download](/strangerzonehf/Blaze.1-Portrait-Revised/tree/main) them in the Files & versions tab.
+```bibtex
+@misc{strangerzonehf2024blaze1,
+    title={Blaze.1 Portrait: High-Quality Realism-Driven Portrait Generation with Flux-Based LoRA Adapter}, 
+    author={StrangerzoneHF},
+    year={2024},
+    note={public model repository on Hugging Face},
+    url={https://huggingface.co/strangerzonehf/Blaze.1-Portrait},
+    model_trainer={@prithivMLmods},
+    dataset_curator={@prithivMLmods}
+```