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README.md

@@ -17,15 +17,15 @@ the tokenizer, and the retriever config.
 
 ## Usage
 
-Requires the [adasparse](https://github.com/YOUR_GITHUB/adasparse) codebase:
+Requires the [AdaSparse](https://github.com/ViViVidam/AdaSparse) codebase:
 
 ```python
 import torch
 from transformers import AutoTokenizer
 from scaling_retriever.modeling.llm_encoder import LlamaBiSparse
 
-model = LlamaBiSparse.load_from_lora("YOUR_HF_USERNAME/adasparse-8B")
-tokenizer = AutoTokenizer.from_pretrained("YOUR_HF_USERNAME/adasparse-8B")
+model = LlamaBiSparse.load_from_lora("Johonson/adasparse-8B")
+tokenizer = AutoTokenizer.from_pretrained("Johonson/adasparse-8B")
 
 queries = ["What is the capital of France?"]
 passages = ["Paris is the capital of France."]