Update README.md

README.md

@@ -2,12 +2,15 @@
 license: cc-by-nc-sa-4.0
 ---
 
+SPLADE-Code-06B is a sparse retrieval model designed for code retrieval tasks. It is the top-performing models on MTEB for models below 1B (at time of writing, Feb 2026).
+
+
 ```python
 from transformers import AutoModelForCausalLM, AutoModel
 import os
 import torch
-token = os.environ["token_id"]
-splade = AutoModelForCausalLM.from_pretrained("naver/splade-code-06B", token=token, trust_remote_code=True)
+
+splade = AutoModelForCausalLM.from_pretrained("naver/splade-code-06B", trust_remote_code=True)
 device = (torch.device("cuda") if torch.cuda.is_available() else torch.device("cpu"))
 splade.to(device)
 splade.eval()