Duplicate from Osama03/Finetuned_diffusion_interiordesign

Co-authored-by: Osama Jamal Abd Elmonsef Sleem <Osama03@users.noreply.huggingface.co>

.gitattributes

@@ -0,0 +1,35 @@
+*.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
+*.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

README.md

@@ -0,0 +1,41 @@
+---
+license: creativeml-openrail-m
+base_model:
+- CompVis/stable-diffusion-v1-4
+tags:
+- diffusion
+- stable_diffusion
+- lora
+- text-to-image
+- room_images_generation
+library_name: diffusers
+widget:
+- text: >-
+    Design a modern home office with a large wooden desk facing a window, a
+    comfortable ergonomic chair, and shelves filled with books and decorative
+    items. Include a laptop on the desk, a small indoor plant, and a
+    motivational quote framed on the wall. The color scheme should be calm and
+    professional, with light gray walls and blue accents.
+  output:
+    url: images/example_izowsnvkj.png
+
+---
+# Room Design Text-to-Image Generator (Fine-Tuned Stable Diffusion v1-4)
+## Model Description
+This model is a fine-tuned version of the CompVis/stable-diffusion-v1-4, trained specifically on a custom dataset of room images using LoRA (Low-Rank Adaptation). This fine-tuning technique allows the model to specialize in generating diverse room layouts, shapes, and designs based on text prompts while maintaining the computational efficiency of the original architecture.
+
+The LoRA method enables the model to focus on room-specific features and design patterns without the need for extensive retraining or large-scale computational resources. It is ideal for scenarios requiring text-to-image generation that aligns with specific room descriptions.
+
+## Model Applications
+This model can be used for:
+
+- Interior design inspiration
+- Visualizing room layouts for real estate
+- Creative room design generation
+- Architectural planning and visualization
+
+## Model Details
+- Base Model: CompVis/stable-diffusion-v1-4
+- Fine-tuning Method: LoRA (Low-Rank Adaptation)
+- Training Dataset: A curated dataset of diverse room images, covering different room types, styles, and layouts.
+  (https://www.kaggle.com/datasets/ossm03/room-dataset-for-stable-diffusion/data)

checkpoint-10000/model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7b5eba7a1a12e0f9ff3be86e7f31b598eed46be77dc78fa88a5a79be7cbc9607
+size 3441397096

checkpoint-10000/optimizer.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:18a2487e0b13b261a27e1e5963c6d2d2444a07c49fcf5f9452dad93de745c570
+size 6592122

checkpoint-10000/pytorch_lora_weights.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:12ec46aedd39dd8fae213685d52e94731ae9fd91966888e4a0a53da9424ba380
+size 3226184

checkpoint-10000/random_states_0.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5835b33b52424f63dcda18a599c18bbeb03fee2bd858e802040eb7161629764c
+size 14604

checkpoint-10000/scheduler.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f55edbbf3d661bff3376ca6a1be98f1f36f91ed080f21ed9c445a6b57bedfedd
+size 1000

checkpoint-5000/model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f92d3096aec3a2d7f4586d141f00d6bebd0e02e895d9cebcde5f9e9b0510e40e
+size 3441397096

checkpoint-5000/optimizer.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:15e9cab5b867ce5524b46c977e0d31b03c8f5421ed497976059996b944c4cde5
+size 6592122

checkpoint-5000/pytorch_lora_weights.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:11e0a04239877cb0f7f28730a2b5a52331a173c20d7e50343a5ef672293e2822
+size 3226184

checkpoint-5000/random_states_0.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c1608e11582de5f6aae50e4aa1cedf7dc8b2eefb22b97f64f38aff34faf0cadc
+size 14604

checkpoint-5000/scheduler.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a2bd2fea55575e9e5201cd70f190230d22db4f67ec868e253d7e182dd49a19ee
+size 1000

pytorch_lora_weights.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:26690bbb5646c482bcca70bce00a31eb1e7080e66df8e94fbd2ffe3842f112ed
+size 3226184