Add initial validated models to README (#21)

README.md

@@ -30,6 +30,18 @@ For more information and documentation about Text Embeddings Inference, checkout
 
 Not all features of TEI are currently supported as this is still a work in progress.
 
+## Validated Models
+
+| Architecture | Model Type | Models |
+|--------------|------------|--------|
+| BERT | Embedding | <li>[BAAI/bge-large-en-v1.5](https://huggingface.co/BAAI/bge-large-en-v1.5)</li><li>[sentence-transformers/all-MiniLM-L6-v2](https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2)</li><li>[sentence-transformers/all-MiniLM-L12-v2](https://huggingface.co/sentence-transformers/all-MiniLM-L12-v2)</li><li>[sentence-transformers/multi-qa-MiniLM-L6-cos-v1](https://huggingface.co/sentence-transformers/multi-qa-MiniLM-L6-cos-v1)</li><li>[sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2](https://huggingface.co/sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2)</li><li>[sentence-transformers/paraphrase-MiniLM-L3-v2](https://huggingface.co/sentence-transformers/paraphrase-MiniLM-L3-v2)</li> |
+| MPNet | Embedding | <li>[sentence-transformers/all-mpnet-base-v2](https://huggingface.co/sentence-transformers/all-mpnet-base-v2)</li><li>[sentence-transformers/paraphrase-multilingual-mpnet-base-v2](https://huggingface.co/sentence-transformers/paraphrase-multilingual-mpnet-base-v2)</li><li>[sentence-transformers/multi-qa-mpnet-base-dot-v1](https://huggingface.co/sentence-transformers/multi-qa-mpnet-base-dot-v1)</li> |
+| ALBERT | Embedding | <li>[sentence-transformers/paraphrase-albert-small-v2](https://huggingface.co/sentence-transformers/paraphrase-albert-small-v2)</li> |
+| Mistral | Embedding | <li>[intfloat/e5-mistral-7b-instruct](https://huggingface.co/intfloat/e5-mistral-7b-instruct)</li><li>[Salesforce/SFR-Embedding-2_R](https://huggingface.co/Salesforce/SFR-Embedding-2_R)</li> |
+| GTE | Embedding | <li>[Alibaba-NLP/gte-large-en-v1.5](https://huggingface.co/Alibaba-NLP/gte-large-en-v1.5)</li> |
+| JinaBERT | Embedding | <li>[jinaai/jina-embeddings-v2-base-en](https://huggingface.co/jinaai/jina-embeddings-v2-base-en)</li> |
+
 > The license to use TEI on Habana Gaudi is the one of TEI: https://github.com/huggingface/text-embeddings-inference/blob/main/LICENSE
 >
 > Please reach out to [email protected] if you have any question.
+