reworking

README.md

@@ -11,11 +11,11 @@ language:
 - gu
 - as
 - pa
-- sa
-- ur
+
 tags:
 - Krutrim
 - language-model
+
 license: other
 license_name: krutrim-community-license-agreement-version-1.0
 license_link: LICENSE.md
@@ -98,8 +98,8 @@ We use the LM Evaluation Harness to evaluate our model on the En benchmarks task
 | IndicSentiment (0-shot)                   | Accuracy   | 0.65         | 0.70           | 0.95         | 0.96          |0.99           | 0.98   |
 | IndicCOPA (0-shot)                        | Accuracy   | 0.51         | 0.58           | 0.80         | 0.83         | 0.88           | 0.91   |
 | IndicXParaphrase (0-shot)                 | Accuracy   | 0.67         | 0.74           | 0.88         | 0.87         | 0.89           | 0.91    |
-| IndicXNLI (0-shot)                        | Accuracy   | 0.47         | 0.54           | 0.55         | 0.61          | 0.70            | 0.75    |
-| IndicQA (0-shot)                          | Bert Score | 0.90         | 0.90           | 0.91         | 0.89          | 0.94            | 0.93    |
+| IndicXNLI (0-shot)                        | Accuracy   | 0.47         | 0.54           | 0.55         | 0.61          | 0.70            | 0.67    |
+| IndicQA (0-shot)                          | Bert Score | 0.90         | 0.90           | 0.91         | 0.89          | 0.94            | TBD    |
 | CrossSumIN (1-shot)                       | chrF++     | 0.04         | 0.17           | 0.21         | 0.26         | 0.24           | 0.24    |
 | FloresIN Translation xx-en (1-shot)       | chrF++     | 0.54         | 0.50           | 0.58         | 0.60         | 0.62           | 0.63   |
 | FloresIN Translation en-xx (1-shot)       | chrF++     | 0.41         | 0.34           | 0.48         | 0.46         | 0.47           | 0.48   |
@@ -179,7 +179,7 @@ Contributions are welcome! If you have any improvements or suggestions, feel fre
 ## Citation
 ```
 @misc{Krutrim2LLM2025,
-  author = {Aditya Kallappa, Guo Xiang, Jay Piplodiya, Manoj Guduru, Neel Rachamalla, Palash Kamble, Souvik Rana, Vivek Dahiya, Yong Tong Chua, Ashish Kulkarni, Hareesh Kumar, Chandra Khatri},
+  author = {Aditya Kallappa, Guo Xiang, Jay Piplodiya, Manoj Guduru, Neel Rachamalla, Palash Kamble, Souvik Rana, Vivek Dahiya, Yong Tong Chua, Ashish Kulkarni},
   title = {Krutrim-2 LLM},
   year = {2025},
   publisher = {GitHub},