Update README.md

README.md

@@ -627,8 +627,8 @@ Token counts are computed using the tokenizer for [Lucie-7B](https://huggingface
 <table>
 <thead>
 <tr>
-<th><a href="#subset"><strong>subset</strong></a></th>
-<th><strong>language</strong></th>
+<th><strong>Subset</strong></th>
+<th><strong>Language</strong></th>
 <th><strong>M docs</strong></th>
 <th><strong>B words</strong></th>
 <th><strong>B tokens</strong></th>
@@ -640,20 +640,20 @@ Token counts are computed using the tokenizer for [Lucie-7B](https://huggingface
 <tr>
 <td rowspan="11" style="vertical-align: top;"><strong>TOTAL</strong></td>
 <td></td>
-<td>2187.656</td>
-<td>1359.271</td>
-<td>2320.616</td>
-<td>8862.514</td>
+<td>2186.562</td>
+<td>1356.021</td>
+<td>2314.862</td>
+<td>8842.200</td>
 <td></td>
 </tr>
 <tr>
 
 <td><strong>French (fr)</strong></td>
-<td>654.906</td>
-<td>586.937</td>
-<td>934.372</td>
-<td>3639.986</td>
-<td><a href="https://huggingface.co/datasets/OpenLLM-France/Lucie-Training-Dataset/blob/main/figures/pie_distribution_french_pie.png">composition details</a></td>
+<td>653.812</td>
+<td>583.687</td>
+<td>928.618</td>
+<td>3619.672</td>
+<td><a href="https://huggingface.co/datasets/OpenLLM-France/Lucie-Training-Dataset/blob/main/figures/fig_distribution_french_pie.png">composition details</a></td>
 </tr>
 <tr>
 
@@ -662,7 +662,7 @@ Token counts are computed using the tokenizer for [Lucie-7B](https://huggingface
 <td>412.202</td>
 <td>611.894</td>
 <td>2553.541</td>
-<td><a href="https://huggingface.co/datasets/OpenLLM-France/Lucie-Training-Dataset/blob/main/figures/pie_distribution_english_pie.png">composition details</a></td>
+<td><a href="https://huggingface.co/datasets/OpenLLM-France/Lucie-Training-Dataset/blob/main/figures/fig_distribution_english_pie.png">composition details</a></td>
 </tr>
 <tr>
 
@@ -671,7 +671,7 @@ Token counts are computed using the tokenizer for [Lucie-7B](https://huggingface
 <td>51.306</td>
 <td>228.954</td>
 <td>630.749</td>
-<td><a href="https://huggingface.co/datasets/OpenLLM-France/Lucie-Training-Dataset/blob/main/figures/pie_distribution_code_pie.png">composition details</a></td>
+<td><a href="https://huggingface.co/datasets/OpenLLM-France/Lucie-Training-Dataset/blob/main/figures/fig_distribution_code_pie.png">composition details</a></td>
 </tr>
 <tr>
 
@@ -680,7 +680,7 @@ Token counts are computed using the tokenizer for [Lucie-7B](https://huggingface
 <td>105.609</td>
 <td>206.610</td>
 <td>764.779</td>
-<td><a href="https://huggingface.co/datasets/OpenLLM-France/Lucie-Training-Dataset/blob/main/figures/pie_distribution_german_pie.png">composition details</a></td>
+<td><a href="https://huggingface.co/datasets/OpenLLM-France/Lucie-Training-Dataset/blob/main/figures/fig_distribution_german_pie.png">composition details</a></td>
 </tr>
 <tr>
 
@@ -689,7 +689,7 @@ Token counts are computed using the tokenizer for [Lucie-7B](https://huggingface
 <td>123.857</td>
 <td>200.825</td>
 <td>759.457</td>
-<td><a href="https://huggingface.co/datasets/OpenLLM-France/Lucie-Training-Dataset/blob/main/figures/pie_distribution_spanish_pie.png">composition details</a></td>
+<td><a href="https://huggingface.co/datasets/OpenLLM-France/Lucie-Training-Dataset/blob/main/figures/fig_distribution_spanish_pie.png">composition details</a></td>
 </tr>
 <tr>
 
@@ -698,7 +698,7 @@ Token counts are computed using the tokenizer for [Lucie-7B](https://huggingface
 <td>62.051</td>
 <td>112.031</td>
 <td>404.454</td>
-<td><a href="https://huggingface.co/datasets/OpenLLM-France/Lucie-Training-Dataset/blob/main/figures/pie_distribution_italian_pie.png">composition details</a></td>
+<td><a href="https://huggingface.co/datasets/OpenLLM-France/Lucie-Training-Dataset/blob/main/figures/fig_distribution_italian_pie.png">composition details</a></td>
 </tr>
 <tr>
 
@@ -707,7 +707,7 @@ Token counts are computed using the tokenizer for [Lucie-7B](https://huggingface
 <td>17.016</td>
 <td>25.494</td>
 <td>107.658</td>
-<td><a href="https://huggingface.co/datasets/OpenLLM-France/Lucie-Training-Dataset/blob/main/figures/pie_distribution_fr-en_pie.png">composition details</a></td>
+<td><a href="https://huggingface.co/datasets/OpenLLM-France/Lucie-Training-Dataset/blob/main/figures/fig_distribution_fr-en_pie.png">composition details</a></td>
 </tr>
 <tr>
 
@@ -745,7 +745,7 @@ Token counts are computed using the tokenizer for [Lucie-7B](https://huggingface
 <td>477.758</td>
 <td>741.023</td>
 <td>2974.596</td>
-<td><a href="https://huggingface.co/datasets/OpenLLM-France/Lucie-Training-Dataset/blob/main/figures/pie_distribution_redpajama-french_histogram.png">composition details</a></td>
+<td><a href="https://huggingface.co/datasets/OpenLLM-France/Lucie-Training-Dataset/blob/main/figures/fig_distribution_redpajama-french_histogram.png">composition details</a></td>
 </tr>
 <tr>
 
@@ -754,7 +754,7 @@ Token counts are computed using the tokenizer for [Lucie-7B](https://huggingface
 <td>103.078</td>
 <td>201.371</td>
 <td>747.631</td>
-<td><a href="https://huggingface.co/datasets/OpenLLM-France/Lucie-Training-Dataset/blob/main/figures/pie_distribution_redpajama-german_histogram.png">composition details</a></td>
+<td><a href="https://huggingface.co/datasets/OpenLLM-France/Lucie-Training-Dataset/blob/main/figures/fig_distribution_redpajama-german_histogram.png">composition details</a></td>
 </tr>
 <tr>
 
@@ -763,7 +763,7 @@ Token counts are computed using the tokenizer for [Lucie-7B](https://huggingface
 <td>121.751</td>
 <td>197.125</td>
 <td>746.984</td>
-<td><a href="https://huggingface.co/datasets/OpenLLM-France/Lucie-Training-Dataset/blob/main/figures/pie_distribution_redpajama-spanish_histogram.png">composition details</a></td>
+<td><a href="https://huggingface.co/datasets/OpenLLM-France/Lucie-Training-Dataset/blob/main/figures/fig_distribution_redpajama-spanish_histogram.png">composition details</a></td>
 </tr>
 <tr>
 
@@ -772,7 +772,7 @@ Token counts are computed using the tokenizer for [Lucie-7B](https://huggingface
 <td>60.194</td>
 <td>108.416</td>
 <td>393.012</td>
-<td><a href="https://huggingface.co/datasets/OpenLLM-France/Lucie-Training-Dataset/blob/main/figures/pie_distribution_redpajama-italian_histogram.png">composition details</a></td>
+<td><a href="https://huggingface.co/datasets/OpenLLM-France/Lucie-Training-Dataset/blob/main/figures/fig_distribution_redpajama-italian_histogram.png">composition details</a></td>
 </tr>
 <tr>
 <td><a href="#finewebedu"><strong>FineWebEdu</strong></a></td>
@@ -781,7 +781,7 @@ Token counts are computed using the tokenizer for [Lucie-7B](https://huggingface
 <td>327.453</td>
 <td>467.837</td>
 <td>2018.215</td>
-<td><a href="https://huggingface.co/datasets/OpenLLM-France/Lucie-Training-Dataset/blob/main/figures/pie_distribution_finewebedu-english_histogram.png">composition details</a></td>
+<td><a href="https://huggingface.co/datasets/OpenLLM-France/Lucie-Training-Dataset/blob/main/figures/fig_distribution_finewebedu-english_histogram.png">composition details</a></td>
 </tr>
 <tr>
 <td colspan="7"><h4 id="category-newspaper">Category: Newspaper</h4></td></tr>
@@ -801,12 +801,12 @@ Token counts are computed using the tokenizer for [Lucie-7B](https://huggingface
 <td>8.902</td>
 <td>14.313</td>
 <td>50.844</td>
-<td><a href="https://huggingface.co/datasets/OpenLLM-France/Lucie-Training-Dataset/blob/main/figures/pie_distribution_americanstories-english_histogram.png">composition details</a></td>
+<td><a href="https://huggingface.co/datasets/OpenLLM-France/Lucie-Training-Dataset/blob/main/figures/fig_distribution_americanstories-english_histogram.png">composition details</a></td>
 </tr>
 <tr>
 <td colspan="7"><h4 id="category-technical">Category: Technical</h4></td></tr>
 <tr>
-<td><a href="#pes2o"><strong>PeS2o</strong></a></td>
+<td><a href="#pes2o-v2"><strong>PeS2o</strong></a></td>
 <td><strong>English (en)</strong></td>
 <td>38.972</td>
 <td>42.296</td>
@@ -833,15 +833,6 @@ Token counts are computed using the tokenizer for [Lucie-7B](https://huggingface
 <td></td>
 </tr>
 <tr>
-<td><a href="#persee"><strong>Persee</strong></a></td>
-<td><strong>French (fr)</strong></td>
-<td>1.094</td>
-<td>3.250</td>
-<td>5.754</td>
-<td>20.314</td>
-<td></td>
-</tr>
-<tr>
 <td><a href="#pile-uncopyrighted"><strong>Pile (USPTO_Backgrounds)</strong></a></td>
 <td><strong>English (en)</strong></td>
 <td>5.139</td>
@@ -1019,7 +1010,7 @@ Token counts are computed using the tokenizer for [Lucie-7B](https://huggingface
 <tr>
 <td colspan="7"><h4 id="category-legislative-transcripts">Category: Legislative Transcripts</h4></td></tr>
 <tr>
-<td rowspan="4" style="vertical-align: top;"><a href="#europarl-monolingual-and-parallel"><strong>Europarl</strong></a></td>
+<td rowspan="4" style="vertical-align: top;"><a href="#europarl-and-europarlaligned"><strong>Europarl</strong></a></td>
 <td><strong>German (de)</strong></td>
 <td>0.0102</td>
 <td>0.0451</td>
@@ -1140,7 +1131,7 @@ Token counts are computed using the tokenizer for [Lucie-7B](https://huggingface
 <tr>
 <td colspan="7"><h4 id="category-math">Category: Math</h4></td></tr>
 <tr>
-<td><a href="#mathpile"><strong>MathPile</strong></a></td>
+<td><a href="#mathpile-commercial"><strong>MathPile</strong></a></td>
 <td><strong>English (en)</strong></td>
 <td>0.737</td>
 <td>3.408</td>
@@ -1186,7 +1177,7 @@ Token counts are computed using the tokenizer for [Lucie-7B](https://huggingface
 <td>0.818</td>
 <td>1.161</td>
 <td>4.709</td>
-<td><a href="https://huggingface.co/datasets/OpenLLM-France/Lucie-Training-Dataset/blob/main/figures/pie_distribution_claire-english_pie.png">composition details</a></td>
+<td><a href="https://huggingface.co/datasets/OpenLLM-France/Lucie-Training-Dataset/blob/main/figures/fig_distribution_claire-english_pie.png">composition details</a></td>
 </tr>
 <tr>
 
@@ -1195,7 +1186,7 @@ Token counts are computed using the tokenizer for [Lucie-7B](https://huggingface
 <td>0.210</td>
 <td>0.311</td>
 <td>1.314</td>
-<td><a href="https://huggingface.co/datasets/OpenLLM-France/Lucie-Training-Dataset/blob/main/figures/pie_distribution_claire-french_pie.png">composition details</a></td>
+<td><a href="https://huggingface.co/datasets/OpenLLM-France/Lucie-Training-Dataset/blob/main/figures/fig_distribution_claire-french_pie.png">composition details</a></td>
 </tr>
 <tr>
 <td><a href="#youtube"><strong>YouTube</strong></a></td>
@@ -1207,7 +1198,7 @@ Token counts are computed using the tokenizer for [Lucie-7B](https://huggingface
 <td></td>
 </tr>
 <tr>
-<td><a href="#stac"><strong>Stac</strong></a></td>
+<td><a href="#stac"><strong>STAC</strong></a></td>
 <td><strong>English (en)</strong></td>
 <td>0.0000450</td>
 <td>0.0000529</td>
@@ -1216,7 +1207,7 @@ Token counts are computed using the tokenizer for [Lucie-7B](https://huggingface
 <td></td>
 </tr>
 <tr>
-<td colspan="7"><h4 id="category-multilingual-parallel">Category: Multilingual Parallel</h4></td></tr>
+<td colspan="7"><h4 id="category-multilingual-parallel-corpora">Category: Multilingual Parallel Corpora</h4></td></tr>
 <tr>
 <td><a href="#croissantaligned"><strong>CroissantAligned</strong></a></td>
 <td><strong>fr-en</strong></td>
@@ -1227,7 +1218,7 @@ Token counts are computed using the tokenizer for [Lucie-7B](https://huggingface
 <td></td>
 </tr>
 <tr>
-<td rowspan="4" style="vertical-align: top;"><a href="#europarl-monolingual-and-parallel"><strong>EuroparlAligned</strong></a></td>
+<td rowspan="4" style="vertical-align: top;"><a href="#europarl-and-europarlaligned"><strong>EuroparlAligned</strong></a></td>
 <td><strong>it-en</strong></td>
 <td>1.901</td>
 <td>0.100</td>
@@ -1265,7 +1256,7 @@ Token counts are computed using the tokenizer for [Lucie-7B](https://huggingface
 <tr>
 <td colspan="7"><h4 id="category-programming">Category: Programming</h4></td></tr>
 <tr>
-<td rowspan="30" style="vertical-align: top;"><a href="#thestack"><strong>TheStack</strong></a></td>
+<td rowspan="30" style="vertical-align: top;"><a href="#thestack-v12"><strong>TheStack</strong></a></td>
 <td><strong>JAVASCRIPT</strong></td>
 <td>21.109</td>
 <td>8.526</td>
@@ -1918,4 +1909,4 @@ Data storage and significant parts of the data processing were made possible thr
 
 ## Contact
 
-<pre>[email protected]</pre>
+<pre>[email protected]</pre>