diff --git a/scripts/upload_to_hf.py b/scripts/upload_to_hf.py
index dd632ab..6b75490 100644
--- a/scripts/upload_to_hf.py
+++ b/scripts/upload_to_hf.py
@@ -71,24 +71,25 @@ def create_model_card(adapter_path: Path, repo_id: str) -> str:
         rank = "unknown"
     
     return f'''---
-tags:
-  - antipasto
-  - peft
-  - moral-steering
-  - honesty
-  - alignment
+pipeline_tag: text-generation
 base_model: {base_model}
 library_name: peft
 license: apache-2.0
+tags:
+- antipasto
+- peft
+- moral-steering
+- honesty
+- alignment
 ---
 
 # AntiPaSTO: Honesty Steering Adapter
 
-[![arXiv](https://img.shields.io/badge/arXiv-2601.07473-b31b1b.svg)](https://arxiv.org/abs/2601.07473)
-
 🍝 **Anti-Pa**rallel **S**ubspace **T**raining for **O**rdered steering.
 
-This adapter steers language model responses toward honest or deceptive reasoning on moral dilemmas.
+This adapter steers language model responses toward honest or deceptive reasoning on moral dilemmas. It is the implementation of the paper [AntiPaSTO: Self-Supervised Steering of Moral Reasoning](https://huggingface.co/papers/2601.07473).
+
+- **Code**: [https://github.com/wassname/AntiPaSTO](https://github.com/wassname/AntiPaSTO)
 
 ## Usage
 
diff --git a/uv.lock b/uv.lock
index 4971e7c..4946d5a 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1,5 +1,5 @@
 version = 1
-revision = 2
+revision = 3
 requires-python = ">=3.10"
 resolution-markers = [
     "python_full_version >= '3.12' and sys_platform == 'linux'",