fix typo

README.md

@@ -20,7 +20,7 @@ thumbnail: https://raw.githubusercontent.com/AntoineSimoulin/gpt-fr/main/imgs/lo
 | Model name | Number of layers | Attention Heads | Embedding Dimension | Total Parameters |
 | :------:       |   :---: | :---: | :---: | :---: |
 | `gpt-fr-cased-small` | 12    | 12    | 768   | 124 M |
-| `gpt-fr-cased-base` | 24    | 14    | 1792   | 1,017 B |
+| `gpt-fr-cased-base` | 24    | 14    | 1,792   | 1,017 B |
 
 ## Intended uses & limitations
 
@@ -80,8 +80,8 @@ In line with the [WikiText](https://blog.einstein.ai/the-wikitext-long-term-depe
 
 ### BibTeX entry and citation info
 
-Along with the model host by HuggingFace transformers library, we maintain a [git repository](https://github.com/AntoineSimoulin/gpt-fr).
-If you use **GPT-fr** for your scientific publication or your industrial applications, please cite the following paper:
+Along with the model hosted by HuggingFace transformers library, we maintain a [git repository](https://github.com/AntoineSimoulin/gpt-fr).
+If you use **GPT-fr** for your scientific publications or your industrial applications, please cite the following paper:
 
 ```bibtex
 @inproceedings{simoulin_2020_gptfr,