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@@ -9,6 +9,18 @@ This is a repo created to keep a collection of quantized bert models in ggml for
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  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.
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  | api | size |
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  | ---- | ---- |
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  | nano | 11.2 |
@@ -17,19 +29,7 @@ You can utilize [bert.cpp](https://github.com/skeskinen/bert.cpp) as usual or us
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  | large | 68.8 |
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- We are planning to update the list to always support lastest open-source models.
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-
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- ### embeddings sample
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-
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- ```
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- ./main -m small -p "word"
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- [0.0698, -0.0024, -0.0153, 0.0193, -0.1060, -0.0278, 0.1424, -0.0056, -0.0536...
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  ```
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-
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- ### api sample
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-
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- ```
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-
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  { ...,
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  "similarity": {
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  "semantic": 0.035270897102758283,
 
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  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.
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+ ### embeddings sample
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+
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+ ```
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+ ./main -m small -p "word"
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+ // [0.0698, -0.0024, -0.0153, 0.0193, -0.1060, -0.0278, 0.1424, -0.0056, -0.0536...
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+ ```
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+
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+ ### api reference
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+
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+ We are planning to update the list to always support lastest open-source models.
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+
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+
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  | api | size |
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  | ---- | ---- |
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  | nano | 11.2 |
 
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  | large | 68.8 |
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  ```
 
 
 
 
 
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  { ...,
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  "similarity": {
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  "semantic": 0.035270897102758283,