Update english benchmark results and format of data table

README.md

@@ -44,7 +44,7 @@ The evaluation was done **five-shot** with native prompts and only a sample of 1
 
 **BHASA** 
 
-
+To be released soon
 
 **English**
 
@@ -64,23 +64,23 @@ The evaluation was done **five-shot** with native prompts and only a sample of 1
 
 LLaMA3 8B SEA-LIONv2 base model was continued pre-trained on 48B tokens of the following data:
 
-| Data Source               | Unique Tokens | Multiplier | Total Tokens | Percentage |
-|---------------------------|:-------------:|:----------:|:------------:|:----------:|
-| Dolma RefinedWeb - English|        7.650B |          1 |       7.650B |     15.90% |
-| Dolma C4 - English        |        1.160B |          1 |           1B |      9.21% |
-| Dolma Reddit - English    |        1.339B |          1 |        14.7B |      2.42% |
-| Dolma Semantic Scholar    |        0.959B |          1 |         2.9B |      2.79% |
-| Dolma arXiv               |        0.469B |          1 |         5.3B |      1.99% |
-| Dolma StarCoder           |        4.422B |          1 |         4.9B |      0.98% |
-| SEA-LION Pile - Indonesian|          3.4B |          1 |         6.8B |     14.17% |
-| Wiki* - Indonesian        |          0.3B |          4 |         1.2B |      2.50% |
-| SEA-LION Pile - Tamil     |          5.6B |          1 |         5.6B |     11.67% |
-| Wiki* + News - Tamil      |          0.6B |          4 |         2.4B |      5.00% |
-| SEA-LION Pile - Thai      |         2.28B |          1 |        2.28B |      4.75% |
-| WangChanBERTa - Thai      |            5B |          1 |           5B |     10.42% |
-| Wiki* - Thai              |         0.18B |          4 |        0.72B |      1.50% |
-| SEA-LION Pile - Vietnamese|         6.76B |          1 |        6.76B |     14.08% |
-| Wiki* - Vietnamese        |         0.31B |          4 |        1.24B |      2.58% |
+| Data Source               | Unique Tokens (B) | Multiplier | Total Tokens (B) | Percentage (%) |
+|---------------------------|:-----------------:|:----------:|:----------------:|:--------------:|
+| Dolma RefinedWeb - English|        7.650      |          1 |       7.650      |     15.90      |
+| Dolma C4 - English        |        1.160      |          1 |           1      |      9.21      |
+| Dolma Reddit - English    |        1.339      |          1 |        14.7      |      2.42      |
+| Dolma Semantic Scholar    |        0.959      |          1 |         2.9      |      2.79      |
+| Dolma arXiv               |        0.469      |          1 |         5.3      |      1.99      |
+| Dolma StarCoder           |        4.422      |          1 |         4.9      |      0.98      |
+| SEA-LION Pile - Indonesian|          3.4      |          1 |         6.8      |     14.17      |
+| Wiki* - Indonesian        |          0.3      |          4 |         1.2      |      2.50      |
+| SEA-LION Pile - Tamil     |          5.6      |          1 |         5.6      |     11.67      |
+| Wiki* + News - Tamil      |          0.6      |          4 |         2.4      |      5.00      |
+| SEA-LION Pile - Thai      |         2.28      |          1 |        2.28      |      4.75      |
+| WangChanBERTa - Thai      |            5      |          1 |           5      |     10.42      |
+| Wiki* - Thai              |         0.18      |          4 |        0.72      |      1.50      |
+| SEA-LION Pile - Vietnamese|         6.76      |          1 |        6.76      |     14.08      |
+| Wiki* - Vietnamese        |         0.31      |          4 |        1.24      |      2.58      |
 
 Note: 
 - All token counts are counted using LLaMA3 tokenizer