Update README.md

README.md

@@ -16,4 +16,44 @@ configs:
   data_files:
   - split: train
     path: data/train-*
+license: mit
+task_categories:
+- text-to-image
+tags:
+- stable-diffusion
+- lcm
+- lcm-lora
+- training-data
+- laion
+pretty_name: LAION Subset for LCM-LoRA Training
+size_categories:
+- 10K<n<100K
 ---
+
+# LAION Subset for LCM-LoRA Training
+
+**Author:** Juhi Singh | [HuggingFace](https://huggingface.co/juhirats)
+
+## Dataset Description
+
+This dataset is a curated subset of LAION-5B used for training Latent Consistency Model (LCM) LoRA adapters on Stable Diffusion v1.5. It contains high-quality image-caption pairs optimized for distillation training.
+
+## Dataset Details
+
+- **Total Examples:** 24,840 image-caption pairs
+- **Dataset Size:** ~4.16 GB
+- **Resolution:** 512×512
+- **Format:** Parquet files with image and caption columns
+- **Source:** Curated from LAION-5B
+- **Use Case:** LCM-LoRA distillation training
+
+## Dataset Structure
+
+Each example contains:
+- `image`: PIL Image object (512×512)
+- `caption`: Text description of the image
+
+## Usage
+
+### Loading the Dataset
+```python