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Update README.md

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@@ -760,7 +760,7 @@ This produced a finetuned `Matryoshka` model based on [aubmindlab/bert-base-arab
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  - `optim`: adamw_torch_fused
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  - `batch_sampler`: no_duplicates
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- **[training script](https://github.com/UKPLab/sentence-transformers/blob/master/examples/training/matryoshka/matryoshka_sts.py)**
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  ### Framework Versions
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  - Python: 3.10.14
 
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  - `optim`: adamw_torch_fused
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  - `batch_sampler`: no_duplicates
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+ **[training script](https://github.com/UKPLab/sentence-transformers/blob/v2.4-release/examples/training/matryoshka/matryoshka_sts.py)**
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  ### Framework Versions
766
  - Python: 3.10.14