initial commit

.gitattributes

@@ -0,0 +1,55 @@
+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.lz4 filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tar filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text
+# Audio files - uncompressed
+*.pcm filter=lfs diff=lfs merge=lfs -text
+*.sam filter=lfs diff=lfs merge=lfs -text
+*.raw filter=lfs diff=lfs merge=lfs -text
+# Audio files - compressed
+*.aac filter=lfs diff=lfs merge=lfs -text
+*.flac filter=lfs diff=lfs merge=lfs -text
+*.mp3 filter=lfs diff=lfs merge=lfs -text
+*.ogg filter=lfs diff=lfs merge=lfs -text
+*.wav filter=lfs diff=lfs merge=lfs -text
+# Image files - uncompressed
+*.bmp filter=lfs diff=lfs merge=lfs -text
+*.gif filter=lfs diff=lfs merge=lfs -text
+*.png filter=lfs diff=lfs merge=lfs -text
+*.tiff filter=lfs diff=lfs merge=lfs -text
+# Image files - compressed
+*.jpg filter=lfs diff=lfs merge=lfs -text
+*.jpeg filter=lfs diff=lfs merge=lfs -text
+*.webp filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,63 @@
+---
+tags:
+- text-to-image
+- stable-diffusion
+- lora
+- diffusers
+- template:sd-lora
+widget:
+- text: A young woman with smile, wearing a purple hat.
+  parameters:
+    negative_prompt: >-
+      worst quality, low quality, bad anatomy, watermark, text, blurry, cartoon,
+      unreal
+  output:
+    url: images/output.png
+base_model: runwayml/stable-diffusion-v1-5
+instance_prompt: null
+license: mit
+---
+# pytorch_lora_weights.safetensors
+
+<Gallery />
+
+## Model description 
+
+This model is a fine-tuned version of the Stable Diffusion architecture, leveraging the Low-Rank Adaptation (LoRA) technique. It has been trained using the CelebA-HQ  and FFHQ datasets, both renowned for their high-quality images of human faces. 
+
+### Training Details:
+
+- **Base Model**: Stable Diffusion
+- **Adaptation Technique**: Low-Rank Adaptation (LoRA)
+- **Datasets**: CelebA-HQ (30,000 images), FFHQ (70,000 images)
+- **Resolution**: resolution : 512*512 fine-tuning for detailed facial synthesis
+
+### Example Usages:
+
+
+&#x60;&#x60;&#x60;python
+
+import torch
+from diffusers import StableDiffusionPipeline,UNet2DConditionModel
+
+pipeline &amp;#x3D; StableDiffusionPipeline.from_pretrained(&amp;quot;runwayml&amp;#x2F;stable-diffusion-v1-5&amp;quot;).to(&amp;quot;cuda&amp;quot;)
+
+pipeline.load_lora_weights(&amp;quot;phil329&amp;#x2F;face_lora_sd15&amp;quot;, weight_name&amp;#x3D;&amp;quot;pytorch_lora_weights.safetensors&amp;quot;)
+
+text &amp;#x3D; &amp;#39;A young woman with smile, wearing a purple hat.&amp;#39;
+lora_image &amp;#x3D; pipeline(text).images[0]
+
+display(lora_image)
+
+&#x60;&#x60;&#x60;
+
+### Results
+
+
+
+
+## Download model
+
+Weights for this model are available in Safetensors format.
+
+[Download](/phil329/face_lora_sd15/tree/main) them in the Files & versions tab.