Update README.md

README.md

@@ -39,50 +39,20 @@ Below are the perplexity scores for the EXL2 models. A lower score is better.
 
 Here are the EQ Bench scores for the EXL2 quants using Alpaca, ChatML, Mistral, Vicuna-v1.1 and Vicuna-v0 prompt templates. A higher score is better.
 
-| Quant Size | Instruct Template | Score |
-|------------|-------------------|-------|
-| 5.0 | ChatML | 79.91 |
-| 5.0 | Alpaca | 81.45 |
-| 5.0 | Mistral | 81.11 |
-| 5.0 | Vicuna-v1.1 | 78.37 |
-| 5.0 | Vicuna-v0 | 76.64 |
-| 4.5 | ChatML | 80.64 |
-| 4.5 | Alpaca | 80.9 |
-| 4.5 | Mistral | 81.65 |
-| 4.5 | Vicuna-v1.1 | 77.04 |
-| 4.5 | Vicuna-v0 | 74.6 |
-| 4.0 | ChatML | 80.78 |
-| 4.0 | Alpaca | 79.53 |
-| 4.0 | Mistral | 82.78 |
-| 4.0 | Vicuna-v1.1 | 79.17 |
-| 4.0 | Vicuna-v0 | 76.41 |
-| 3.5 | ChatML | 81.11 |
-| 3.5 | Alpaca | 82.42 |
-| 3.5 | Mistral | 82.34 |
-| 3.5 | Vicuna-v1.1 | 81.04 |
-| 3.5 | Vicuna-v0 | 78.09 |
-| 3.0 | ChatML | 79.13 |
-| 3.0 | Alpaca | 77.74 |
-| 3.0 | Mistral | 80.11 |
-| 3.0 | Vicuna-v1.1 | 79.38 |
-| 3.0 | Vicuna-v0 | 77.25 |
-| 2.75 | ChatML | 79.6 |
-| 2.75 | Alpaca | 77.85 |
-| 2.75 | Mistral | 79.71 |
-| 2.75 | Vicuna-v1.1 | 76.93 |
-| 2.75 | Vicuna-v0 | 75.91 |
-| 2.5 | ChatML | 77.45 |
-| 2.5 | Alpaca | 77.0 |
-| 2.5 | Mistral | 78.4 |
-| 2.5 | Vicuna-v1.1 | 75.86 |
-| 2.5 | Vicuna-v0 | 75.25 |
-| 2.25 | ChatML | 77.18 |
-| 2.25 | Alpaca | 74.06 |
-| 2.25 | Mistral | 76.75 |
-| 2.25 | Vicuna-v1.1 | 75.56 |
-| 2.25 | Vicuna-v0 | 74.28 |
-
-
++--------------+------------+---------+--------+-------------+-----------+
+| Quant Size   |  ChatML    | Alpaca  | Mistral | Vicuna-v1.1 | Vicuna-v0 |
++--------------+------------+---------+--------+-------------+-----------+
+| 5.0          |   79.91    | 81.45   | 81.11  |    78.37    |   76.64   |
+| 4.5          |   80.64    | 80.9    | 81.65  |    77.04    |   74.6    |
+| 4.0          |   80.78    | 79.53   | 82.78  |    79.17    |   76.41   |
+| 3.5          |   81.11    | 82.42   | 82.34  |    81.04    |   78.09   |
+| 3.0          |   79.13    | 77.74   | 80.11  |    79.38    |   77.25   |
+| 2.75         |   79.6     | 77.85   | 79.71  |    76.93    |   75.91   |
+| 2.5          |   77.45    | 77.0    | 78.4   |    75.86    |   75.25   |
+| 2.25         |   77.18    | 74.06   | 76.75  |    75.56    |   74.28   |
++--------------+------------+---------+--------+-------------+-----------+
+
+From the table, the highest score is 82.78, which corresponds to the combination of "Quant Size 4.0" and "Mistral" as the instruction template.
 
 ### Perplexity Script