Update README.md

README.md

@@ -8,13 +8,18 @@ This is a repo created to keep a collection of quantized bert models in ggml for
 ### usage
 You can utilize [bert.cpp](https://github.com/skeskinen/bert.cpp) as usual or use [our new api](https://rapidapi.com/nohakcoffee/api/simple-similarity) to quickly prototype on real use-case scenarios for text similarity.
 
-| model | size (mb) |
-| ---- | ---- |
-| small | 11.2 |
-| medium | 14.5 |
-| large (api) | 21.3 |
 
-We are planning to expand the list to support as many open-source models as possible.
+| model | api | mb |
+| ---- | ---- | ---- |
+| l3 | pico | 11.2 |
+| l6 | nano | 14.5 |
+| l12 | ❌ | 21.3 |
+| bge-small | small | 21.3 |
+| bge-base | base | 68.8 |
+| bge-large | ❌ | 669 |
+
+
+We are planning to keep the list updated to the lastest open-source models.
 
 ### embeddings sample