Update README.md

README.md

@@ -20,7 +20,18 @@ Promptriever is a bi-encoder retrieval model that can take in natural language i
 - **Instruction-Training Dataset:** [samaya-ai/msmarco-w-instructions](https://huggingface.co/datasets/samaya-ai/msmarco-w-instructions)
 
 
-# Use
+# Other Links
+| Binary | Description |
+|:-------|:------------|
+| [samaya-ai/promptriever-llama2-7b-v1](https://huggingface.co/samaya-ai/promptriever-llama2-7b-v1) | A Promptriever bi-encoder model based on LLaMA 2 (7B parameters).|
+| [samaya-ai/promptriever-llama3.1-8b-instruct-v1](https://huggingface.co/samaya-ai/promptriever-llama3.1-8b-instruct-v1) | A Promptriever bi-encoder model based on LLaMA 3.1 Instruct (8B parameters).|
+| [samaya-ai/promptriever-llama3.1-8b-v1](https://huggingface.co/samaya-ai/promptriever-llama3.1-8b-v1) | A Promptriever bi-encoder model based on LLaMA 3.1 (8B parameters).|
+| [samaya-ai/promptriever-mistral-v0.1-7b-v1](https://huggingface.co/samaya-ai/promptriever-mistral-v0.1-7b-v1) | A Promptriever bi-encoder model based on Mistral v0.1 (7B parameters). |
+| [samaya-ai/RepLLaMA-reproduced](https://huggingface.co/samaya-ai/RepLLaMA-reproduced) | A reproduction of the RepLLaMA model (no instructions). A bi-encoder based on LLaMA 2, trained on the [tevatron/msmarco-passage-aug](https://huggingface.co/datasets/Tevatron/msmarco-passage-aug) dataset. |
+| [samaya-ai/msmarco-w-instructions](https://huggingface.co/samaya-ai/msmarco-w-instructions) | A dataset of MS MARCO with added instructions and instruction-negatives, used for training the above models. |
+
+
+# Usage
 
 You can use MTEB to load this model ([source code](https://github.com/embeddings-benchmark/mteb/blob/main/mteb/models/promptriever_models.py)):
 ```python