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steering-vectors · Jul 15, 2024 · 2a58409 · 2a58409
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diff --git a/.hugo_build.lock b/.hugo_build.lock
diff --git a/content/_index.md b/content/_index.md
@@ -3,32 +3,33 @@ title: 'Home'
 date: 2023-10-24
 type: landing
 
-design:
-  background:
-    image:
-      # Add your image background to `assets/media/`.
-      filename: bg-hue.svg
-
 sections:
-  - block: resume-biography
+
+  - block: hero
     content:
-      # The user's folder name in content/authors/
-      username: admin
+      title: SV-Gen. Analyzing the Generalization and Reliability of Steering Vectors
+      text: We find that steering vectors can often fail to work in- and out-of-distribution. We propose "steerability", a new metric for steering vectors, and extensively evaluate it across 40 datasets. We find that steerability is highly variable across different inputs. Depending on the concept, spurious biases can substantially contribute to how effective steering is for each input. Overall, our findings show that while steering can work well in the right circumstances, there remain mnany technical difficulties of applying steering vectors to guide models' behaviour at scale, and higher standards of evidence are required when applying steering vectors to models on novel tasks. 
     design:
-      biography:
-        style: 'text-align: justify; font-size: 0.8em;'
+      background:
+        gradient_end: '#1976d2'
+        gradient_start: '#004ba0'
+        text_color_light: true
   - block: cta-button-list
     content:
       # Need a custom icon?
       # Add an SVG image to the `assets/media/icons/` folder and reference it in the `icon` field below
       buttons:
-        - text: Read my latest paper on LLMs
+        - text: Read our paper
           icon: academicons/arxiv
-          url: https://arxiv.org/abs/2304.01852
-        - text: Watch my new YouTube video to achieve 20x productivity
-          icon: brands/youtube
-          url: https://youtube.com
-        - text: Connect with me on LinkedIn
-          icon: brands/linkedin
-          url: https://linkedin.com
+          url: https://drive.google.com/file/d/10DDi0wPFlw9yItmTaY03LPJptuFyTG8P/view?usp=sharing
+        - text: Use our steering-vectors library
+          icon: academicons/github
+          url: https://github.com/steering-vectors/steering-vectors/  
+        - text: View our poster
+          icon: brands/google
+          url: https://drive.google.com/file/d/1xCMGCExBfyGivAhTV3-piU8CxVVPkC_5/view?usp=sharing 
+        - text: Reproduce our experiments
+          icon: academicons/github
+          url: https://github.com/dtch1997/repepo
+
 ---
diff --git a/content/authors/_index.md b/content/authors/_index.md
diff --git a/content/authors/admin/_index.md b/content/authors/admin/_index.md
diff --git a/go.sum b/go.sum
@@ -0,0 +1,4 @@
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diff --git a/hugo_stats.json b/hugo_stats.json
@@ -0,0 +1,129 @@
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