Update README.md

README.md

@@ -2622,7 +2622,7 @@ model-index:
 ## Intended Usage & Model Info
 
 `jina-embeddings-v2-small-en` is an English, monolingual **embedding model** supporting **8192 sequence length**.
-It is based on a Bert architecture (JinaBert) that supports the symmetric bidirectional variant of [ALiBi](https://arxiv.org/abs/2108.12409) to allow longer sequence length.
+It is based on a BERT architecture (JinaBERT) that supports the symmetric bidirectional variant of [ALiBi](https://arxiv.org/abs/2108.12409) to allow longer sequence length.
 The backbone `jina-bert-v2-small-en` is pretrained on the C4 dataset.
 The model is further trained on Jina AI's collection of more than 400 millions of sentence pairs and hard negatives.
 These pairs were obtained from various domains and were carefully selected through a thorough cleaning process.
@@ -2633,17 +2633,11 @@ This makes our model useful for a range of use cases, especially when processing
 This model has 33 million parameters, which enables lightning-fast and memory efficient inference, while still delivering impressive performance.
 Additionally, we provide the following embedding models:
 
-**V1 (Based on T5, 512 Seq)**
-
-- [`jina-embeddings-v1-small-en`](https://huggingface.co/jinaai/jina-embedding-s-en-v1): 35 million parameters.
-- [`jina-embeddings-v1-base-en`](https://huggingface.co/jinaai/jina-embedding-b-en-v1): 110 million parameters.
-- [`jina-embeddings-v1-large-en`](https://huggingface.co/jinaai/jina-embedding-l-en-v1): 330 million parameters.
-
-**V2 (Based on JinaBert, 8k Seq)**
-
 - [`jina-embeddings-v2-small-en`](https://huggingface.co/jinaai/jina-embeddings-v2-small-en): 33 million parameters **(you are here)**.
 - [`jina-embeddings-v2-base-en`](https://huggingface.co/jinaai/jina-embeddings-v2-base-en): 137 million parameters.
-- [`jina-embeddings-v2-large-en`](): 435 million parameters (releasing soon).
+- [`jina-embeddings-v2-base-zh`](): Chinese-English Bilingual embedding model (releasing soon).
+- [`jina-embeddings-v2-base-de`](): German-English Bilingual embedding model (releasing soon).
+- [`jina-embeddings-v2-base-es`](): Spanish-English Bilingual embedding model (releasing soon).
 
 ## Data & Parameters