Update README.md

remove qwen2 and only have qwen2.5

README.md

@@ -25,7 +25,7 @@ Falcon3-7B-Base supports 4 languages (english, french, spanish, portuguese) and
   - Wider head dimension: 256
   - High RoPE value to support long context understanding: 1000042
   - 32k context length
-  - 131k vocab size
+  - 131K vocab size
 - Pretrained on 14 Gigatokens of datasets comprising of web, code, STEM, high quality and mutlilingual data using 2048 H100 GPU chips
 - Supports EN, FR, ES, PT
 - Developed by [Technology Innovation Institute](https://www.tii.ae)
@@ -76,7 +76,6 @@ We report in the following table our internal pipeline benchmarks:
             <th>Category</th>
             <th>Benchmark</th>
             <th>Llama3.1-8B</th>
-            <th>Qwen2-7B</th>
             <th>Qwen2.5-7B</th>
             <th>gemma-2-9b</th>
             <th>Falcon3-7B-Base</th>
@@ -87,7 +86,6 @@ We report in the following table our internal pipeline benchmarks:
             <td rowspan="3">General</td>
             <td>MMLU (5-shot)</td>
             <td>65.2</td>
-            <td>70.4</td>
             <td>74.2</td>
             <td>-</td>
             <td>67.5</td>
@@ -95,7 +93,6 @@ We report in the following table our internal pipeline benchmarks:
         <tr>
             <td>MMLU-PRO (5-shot)</td>
             <td>32.7</td>
-            <td>42.1</td>
             <td>43.5</td>
             <td>-</td>
             <td>39.2</td>
@@ -103,7 +100,6 @@ We report in the following table our internal pipeline benchmarks:
         <tr>
             <td>IFEval</td>
             <td>12.0</td>
-            <td>30.6</td>
             <td>33.9</td>
             <td>-</td>
             <td>34.3</td>
@@ -112,15 +108,13 @@ We report in the following table our internal pipeline benchmarks:
             <td rowspan="2">Math</td>
             <td>GSM8K (5-shot)</td>
             <td>49.4</td>
-            <td>77.9</td>
             <td>82.9</td>
-            <td>-</td>
+            <td>69.1</td>
             <td>76.2</td>
         </tr>
         <tr>
             <td>MATH(4-shot)</td>
             <td>4.1</td>
-            <td>17.5</td>
             <td>15.5</td>
             <td>-</td>
             <td>18.0</td>
@@ -129,15 +123,13 @@ We report in the following table our internal pipeline benchmarks:
             <td rowspan="4">Reasoning</td>
             <td>Arc Challenge (25-shot)</td>
             <td>53.4</td>
-            <td>57.4</td>
             <td>59.0</td>
-            <td>-</td>
+            <td>63.7</td>
             <td>59.6</td>
         </tr>
         <tr>
             <td>GPQA (0-shot)</td>
             <td>31.0</td>
-            <td>31.9</td>
             <td>33.0</td>
             <td>-</td>
             <td>35.5</td>
@@ -145,7 +137,6 @@ We report in the following table our internal pipeline benchmarks:
         <tr>
             <td>MUSR (0-shot)</td>
             <td>38.0</td>
-            <td>44.1</td>
             <td>44.2</td>
             <td>-</td>
             <td>47.3</td>
@@ -153,7 +144,6 @@ We report in the following table our internal pipeline benchmarks:
         <tr>
             <td>BBH (3-shot)</td>
             <td>46.5</td>
-            <td>53.3</td>
             <td>54.0</td>
             <td>-</td>
             <td>51.0</td>
@@ -162,25 +152,22 @@ We report in the following table our internal pipeline benchmarks:
             <td rowspan="4">CommonSense Understanding</td>
             <td>PIQA (0-shot)</td>
             <td>80.3</td>
-            <td>79.8</td>
             <td>78.7</td>
-            <td>-</td>
+            <td>81.4</td>
             <td>77.7</td>
         </tr>
         <tr>
             <td>SciQ (0-shot)</td>
             <td>96.3</td>
-            <td>95.9</td>
             <td>96.6</td>
-            <td>-</td>
+            <td>97.2</td>
             <td>95.3</td>
         </tr>
         <tr>
             <td>Winogrande (0-shot)</td>
             <td>74.0</td>
-            <td>72.1</td>
             <td>72.9</td>
-            <td>-</td>
+            <td>74.2</td>
             <td>71.0</td>
         </tr>
         <tr>
@@ -188,7 +175,7 @@ We report in the following table our internal pipeline benchmarks:
             <td>33.4</td>
             <td>35.2</td>
             <td>33.6</td>
-            <td>-</td>
+            <td>34.0</td>
             <td>31.4</td>
         </tr>
     </tbody>