Updated README.md

README.md

@@ -7,4 +7,16 @@ sdk: static
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-Edit this `README.md` markdown file to author your organization card.
+## Description
+A collection of pruned models on different pruning methods, sparsity types and ratios, calibration sets as well as calibration languages. All of the model names are in the format:
+```
+pruned-<original model name>-<pruning method>-<sparsity ratio>-<sparsity type>-<calibration dataset>-<calibration languages>
+```
+
+## Usage
+Load the model using the `transformers` library, which can be installed using `pip install transformers`:
+```python
+# main.py
+from transformers import AutoModel
+model = AutoModel.from_pretrained("multilingual-pruning/<model name>")
+```