WhereIsAI
/

UAE-Large-V1

Feature Extraction

sentence-transformers

Transformers.js

sentence_embedding

feature_extraction

text-embeddings-inference

Inference Endpoints

Model card Files Files and versions Community

SeanLee97 commited on Dec 4, 2023

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@@ -2606,8 +2606,7 @@ language:
 # Universal AnglE Embedding
-🔥 Our universal English sentence embedding `WhereIsAI/UAE-Large-V1` achieves SOTA on the [MTEB Leaderboard](https://huggingface.co/spaces/mteb/leaderboard) with an average score of 64.64!
 Our model is built upon the powerful BGE-Large, enhanced with [AnglE optimizing](https://github.com/SeanLee97/AnglE).
@@ -2620,9 +2619,7 @@ Welcome to follow us on GitHub: https://github.com/SeanLee97/AnglE.
 python -m pip install -U angle-emb
 ```
-### UAE
-1) Non-Retrieval
 ```python
 from angle_emb import AnglE
@@ -2634,7 +2631,7 @@ vecs = angle.encode(['hello world1', 'hello world2'], to_numpy=True)
 print(vecs)
 ```
-2) Retrieval
 For retrieval purposes, please use the prompt `Prompts.C`.
@@ -2650,6 +2647,7 @@ print(vecs)
 ```
 # Citation
 If you use our pre-trained models, welcome to support us by citing our work:
 ```

 # Universal AnglE Embedding
+🔥 Our universal English sentence embedding `WhereIsAI/UAE-Large-V1` achieves **SOTA** on the [MTEB Leaderboard](https://huggingface.co/spaces/mteb/leaderboard) with an average score of 64.64!
 Our model is built upon the powerful BGE-Large, enhanced with [AnglE optimizing](https://github.com/SeanLee97/AnglE).
 python -m pip install -U angle-emb
 ```
+1) Non-Retrieval Tasks
 ```python
 from angle_emb import AnglE
 print(vecs)
 ```
+2) Retrieval Tasks
 For retrieval purposes, please use the prompt `Prompts.C`.
 ```
 # Citation
 If you use our pre-trained models, welcome to support us by citing our work:
 ```