Update README.md

README.md

@@ -24,9 +24,11 @@ model-index:
          type: Pearson_correlation_coefficient
          value:  xx.xx
 ---
+## Description:
+Sentence-CamemBERT-Large 🇫🇷 is the Embedding Model for French developed by [La Javaness](https://www.lajavaness.com/). It is successfully integrated into our [GEDI](https://www.lajavaness.com/gedi) search platform which allows it to understand the meaning of the text - beyond individual words in queries and documents, offering a powerful semantic search.
 
-## Pre-trained sentence embedding models are the state-of-the-art of Sentence Embeddings for French.
-Model is Fine-tuned using pre-trained [facebook/camembert-large](https://huggingface.co/camembert/camembert-large) and
+## Pre-trained sentence embedding models are state-of-the-art of Sentence Embeddings for French.
+The model is Fine-tuned using pre-trained [facebook/camembert-large](https://huggingface.co/camembert/camembert-large) and
 [Siamese BERT-Networks with 'sentences-transformers'](https://www.sbert.net/) on dataset [stsb](https://huggingface.co/datasets/stsb_multi_mt/viewer/fr/train)
 
 
@@ -90,6 +92,7 @@ The performance is measured using Pearson and Spearman correlation:
 | [dangvantuan/sentence-camembert-large](https://huggingface.co/dangvantuan/sentence-camembert-large)| 88.2 |88.02 | 336M| 
 | [dangvantuan/sentence-camembert-base](https://huggingface.co/dangvantuan/sentence-camembert-base)  | 86.73|86.54 | 110M |
 | [distiluse-base-multilingual-cased](https://huggingface.co/sentence-transformers/distiluse-base-multilingual-cased) | 79.22 | 79.16|135M |
+| [GPT-3 (text-davinci-003)](https://platform.openai.com/docs/models) | 85 | NaN|175B |
 - On test
 
 
@@ -98,6 +101,7 @@ The performance is measured using Pearson and Spearman correlation:
 | [dangvantuan/sentence-camembert-large](https://huggingface.co/dangvantuan/sentence-camembert-large)| 85.9 | 85.8|
 | [dangvantuan/sentence-camembert-base](https://huggingface.co/dangvantuan/sentence-camembert-base)| 82.36 | 81.64|
 | [distiluse-base-multilingual-cased](https://huggingface.co/sentence-transformers/distiluse-base-multilingual-cased) | 78.62 | 77.48|
+| [GPT-3 (text-davinci-003)](https://platform.openai.com/docs/models) | 82 | NaN|175B |
 
 
 ## Citation