Update README.md

README.md

@@ -31,7 +31,7 @@ Falcon3-10B-Base supports 4 languages (english, french, spanish, portuguese) and
   - Use SwiGLu and RMSNorm
   - 32K context length
   - 131K vocab size
-- Depth-up-scaled from **Falcon3-7B-Base** with 2 Gigatokens of datasets comprising of web, code, STEM, high quality and mutlilingual data using 2048 H100 GPU chips
+- Depth-up-scaled from **Falcon3-7B-Base** with 2 Teratokens 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)
 - License: TII Falcon-LLM License 2.0
@@ -87,24 +87,24 @@ We report in the following table our internal pipeline benchmarks:
         <tr>
             <td rowspan="3">General</td>
             <td>MMLU (5-shot)</td>
-            <td>0</td>
+            <td>70.8</td>
             <td>69.6</td>
             <td>68.8</td>
-            <td>73.1</td>
+            <td><b>73.1</b></td>
         </tr>
         <tr>
             <td>MMLU-PRO (5-shot)</td>
-            <td>0</td>
+            <td>41.4</td>
             <td>39.3</td>
             <td>34.7</td>
-            <td>42.5</td>
+            <td><b>42.5</b></td>
         </tr>
         <tr>
             <td>IFEval</td>
-            <td>0</td>
+            <td>21.2</td>
             <td>29.1</td>
             <td>16.1</td>
-            <td>36.4</td>
+            <td><b>36.4</b></td>
         </tr>
         <tr>
             <td rowspan="2">Math</td>
@@ -112,72 +112,72 @@ We report in the following table our internal pipeline benchmarks:
             <td>69.1</td>
             <td>63.8</td>
             <td>55.3</td>
-            <td>81.4</td>
+            <td><b>81.4</b></td>
         </tr>
         <tr>
             <td>MATH(4-shot)</td>
-            <td>0</td>
+            <td>10.5</td>
             <td>9.2</td>
             <td>4.9</td>
-            <td>22.9</td>
+            <td><b>22.9</b></td>
         </tr>
         <tr>
             <td rowspan="4">Reasoning</td>
             <td>Arc Challenge (25-shot)</td>
-            <td>63.7</td>
-            <td>58.2</td>
-            <td>60.6</td>
-            <td>62.6</td>
+            <td>67.5</td>
+            <td>61.7</td>
+            <td>64.4</td>
+            <td><b>66.8</b></td>
         </tr>
         <tr>
             <td>GPQA (0-shot)</td>
-            <td>0</td>
-            <td>36.6</td>
+            <td>33.4</td>
+            <td><b>36.6</b></td>
             <td>28.8</td>
             <td>34.1</td>
         </tr>
         <tr>
             <td>MUSR (0-shot)</td>
-            <td>0</td>
+            <td><b>45.2</b></td>
             <td>43.3</td>
             <td>39.2</td>
             <td>44.2</td>
         </tr>
         <tr>
             <td>BBH (3-shot)</td>
-            <td>0</td>
+            <td>54.3</td>
             <td>51.3</td>
             <td>50.2</td>
-            <td>59.7</td>
+            <td><b>59.7</b></td>
         </tr>
         <tr>
             <td rowspan="4">CommonSense Understanding</td>
             <td>PIQA (0-shot)</td>
-            <td>81.4</td>
-            <td>79.8</td>
-            <td>81.4</td>
-            <td>79.1</td>
+            <td><b>83.0</b></td>
+            <td>80.5</td>
+            <td>82.1</td>
+            <td>79.5</td>
         </tr>
         <tr>
             <td>SciQ (0-shot)</td>
-            <td>97.2</td>
-            <td>95.8</td>
-            <td>96.4</td>
-            <td>96.0</td>
+            <td>97.1</td>
+            <td>95.2</td>
+            <td>95.2</td>
+            <td>93.5</td>
         </tr>
         <tr>
             <td>Winogrande (0-shot)</td>
-            <td>74.2</td>
+            <td><b>74.2</b></td>
             <td>72.7</td>
             <td>73.2</td>
             <td>73.6</td>
         </tr>
         <tr>
             <td>OpenbookQA (0-shot)</td>
-            <td>34.0</td>
-            <td>35.4</td>
-            <td>36.4</td>
-            <td>34.0</td>
+            <td>47.2</td>
+            <td>45.2</td>
+            <td>47.2</td>
+            <td>45.0</td>
         </tr>
     </tbody>
 </table>