Add dataset card

README.md

@@ -1,23 +1,74 @@
 ---
-dataset_info:
-  features:
-  - name: text
-    dtype: string
-  - name: lang
-    dtype: string
-  - name: collection
-    dtype: string
-  - name: source
-    dtype: string
-  splits:
-  - name: validation
-    num_bytes: 769
-    num_examples: 3
-  download_size: 3581
-  dataset_size: 769
-configs:
-- config_name: default
-  data_files:
-  - split: validation
-    path: data/validation-*
+language:
+- en
+- hi
+- ta
+- te
+- bn
+- gu
+license: cc-by-4.0
+task_categories:
+- fill-mask
+tags:
+- advaita-vedanta
+- ramana-maharshi
+- multilingual
+- embeddings
+- spiritual-texts
+pretty_name: AtmicMLM
 ---
+
+# AtmicMLM
+
+Masked Language Modeling dataset for Atmic multilingual embedding model
+
+This dataset is used to train and evaluate [SriRamanaAtmic/AtmicEmbeddingv1](https://huggingface.co/SriRamanaAtmic/AtmicEmbeddingv1).
+
+## Dataset Summary
+
+AtmicMLM is part of the Atmic dataset suite for training multilingual sentence embeddings
+on Advaita Vedanta and Sri Ramana Maharshi teachings across 6 languages:
+English, Hindi, Tamil, Telugu, Bengali, and Gujarati.
+
+## Splits
+
+| Split | Records |
+|-------|---------|
+| validation | 3 |
+
+## Usage
+
+```python
+from datasets import load_dataset
+
+ds = load_dataset("SriRamanaAtmic/AtmicMLM")
+print(ds["train"][0])
+```
+
+## Related Resources
+
+| Resource | Link |
+|----------|------|
+| Embedding Model | [SriRamanaAtmic/AtmicEmbeddingv1](https://huggingface.co/SriRamanaAtmic/AtmicEmbeddingv1) |
+| MLM Dataset | [SriRamanaAtmic/AtmicMLM](https://huggingface.co/SriRamanaAtmic/AtmicMLM) |
+| Contrastive Dataset | [SriRamanaAtmic/AtmicContrastive](https://huggingface.co/SriRamanaAtmic/AtmicContrastive) |
+| Crosslingual Dataset | [SriRamanaAtmic/AtmicCrosslingual](https://huggingface.co/SriRamanaAtmic/AtmicCrosslingual) |
+
+## Domain
+
+Texts sourced from:
+- Brahma Sutras (Shankaracharya Bhashya)
+- Bhagavad Gita
+- Upanishads
+- Sri Ramana Maharshi: Talks, Who Am I, Letters
+
+## Citation
+
+```bibtex
+@dataset{AtmicMLM,
+  title   = {AtmicMLM},
+  author  = {SriRamanaAtmic},
+  year    = {2025},
+  url     = {https://huggingface.co/datasets/SriRamanaAtmic/AtmicMLM}
+}
+```