Update README.md

README.md

@@ -10,7 +10,7 @@ language:
 - hi
 - kn
 - ks
-- ka
+- kas
 - mai
 - ml
 - mr
@@ -47,13 +47,18 @@ metrics:
 inference: false
 ---
 
-# IndicTrans
+# IndicTrans2
 
 This is the model card of IndicTrans2 En-Indic 1.1B variant.
 
-Here are the [metrics](https://drive.google.com/drive/folders/1lOOdaU0VdRSBgJEsNav5zC7wwLBis9NI?usp=sharing) for that particular checkpoint.
+Here are the [metrics](https://drive.google.com/drive/folders/1lOOdaU0VdRSBgJEsNav5zC7wwLBis9NI?usp=sharing) for the particular checkpoint.
 
-Please refer to `Appendix D: Model Card` of our [preprint](https://arxiv.org/abs/2305.16307) for further details on model training, intended use, data, metrics, limitations and recommendations.
+Please refer to `Appendix D: Model Card` of the [preprint](https://arxiv.org/abs/2305.16307) for further details on model training, intended use, data, metrics, limitations and recommendations.
+
+
+### Usage Instructions
+
+Please refer to the [github repository](https://github.com/AI4Bharat/IndicTrans2/tree/main/huggingface_inference) for a detail description on how to use HF compatible IndicTrans2 models for inference.
 
 
 ### Citation