Update README.md

README.md

@@ -15,6 +15,12 @@ language:
 
 <img src="https://cdn-uploads.huggingface.co/production/uploads/642b0c2fecec03b4464a1d9b/IxcqY5qbGNuGpqDciIcOI.webp" width="600">
 
+# ✨ New Version Available
+
+We've released a new and improved version of this model!
+
+[dragonkue/multilingual-e5-small-ko-v2](https://huggingface.co/dragonkue/multilingual-e5-small-ko-v2)
+
 # SentenceTransformer based on intfloat/multilingual-e5-small
 
 This is a [sentence-transformers](https://www.SBERT.net) model finetuned from [intfloat/multilingual-e5-small](https://huggingface.co/intfloat/multilingual-e5-small) on datasets that include Korean query-passage pairs for improved performance on Korean retrieval tasks. It maps sentences & paragraphs to a 384-dimensional dense vector space and can be used for semantic textual similarity, semantic search, paraphrase mining, text classification, clustering, and more.
@@ -261,7 +267,7 @@ pip install -U sentence-transformers
 - `adam_beta2`: 0.999
 - `adam_epsilon`: 1e-08
 - `max_grad_norm`: 1.0
-- `num_train_epochs`: 2
+- `num_train_epochs`: 3
 - `max_steps`: -1
 - `lr_scheduler_type`: linear
 - `lr_scheduler_kwargs`: {}