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README.md

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+---
+
+# Sionic AI Embedding API v2
+
+## About Sionic AI
+
+Homepage : https://sionic.ai/
+
+Sionic AI delivers more accessible and cost-effective AI technology addressing the various needs to boost productivity and drive innovation.
+
+The Large Language Model (LLM) is not for research and experimentation. We offer solutions that leverage LLM to add value to your business. Anyone can easily train and control AI.
+
+You can try our product [here](https://www.s9m.ai) for free! 
+
+## How to get embeddings
+
+TBU
+
+## Massive Text Embedding Benchmark (MTEB) Evaluation
+
+Both versions of Sionic AI's embedding show the state-of-the-art performances on the MTEB!
+
+|                               Model Name                                | Dimension | Sequence Length | Average (56) | 
+|:-----------------------------------------------------------------------:|:---------:|:---------------:|:------------:|
+| [sionic-ai/sionic-ai-v2](https://huggingface.co/sionic-ai/sionic-ai-v2) |   3072    |       512       |  **65.23**   |  
+| [sionic-ai/sionic-ai-v1](https://huggingface.co/sionic-ai/sionic-ai-v1) |   2048    |       512       |    64.92     |  
+|   [bge-large-en-v1.5](https://huggingface.co/BAAI/bge-large-en-v1.5)    |   1024    |       512       |    64.23     |  
+|      [gte-large-en](https://huggingface.co/barisaydin/gte-large)      |   1024    |       512       |    63.13     |
+|      [text-embedding-ada-002](https://platform.openai.com/docs/guides/embeddings/types-of-embedding-models)      |   1536    |      8191       |    60.99     |