diff --git a/Cargo.toml b/Cargo.toml
index 2562d32e..3b361c08 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -22,12 +22,12 @@ categories = ["database-implementations"]
 [workspace.dependencies]
 lance = { "version" = "=0.17.0", "features" = [
     "dynamodb",
-], git = "https://github.com/lancedb/lance.git", tag = "v0.17.0-beta.3" }
-lance-index = { "version" = "=0.17.0", git = "https://github.com/lancedb/lance.git", tag = "v0.17.0-beta.3" }
-lance-linalg = { "version" = "=0.17.0", git = "https://github.com/lancedb/lance.git", tag = "v0.17.0-beta.3" }
-lance-testing = { "version" = "=0.17.0", git = "https://github.com/lancedb/lance.git", tag = "v0.17.0-beta.3" }
-lance-datafusion = { "version" = "=0.17.0", git = "https://github.com/lancedb/lance.git", tag = "v0.17.0-beta.3" }
-lance-encoding = { "version" = "=0.17.0", git = "https://github.com/lancedb/lance.git", tag = "v0.17.0-beta.3" }
+], git = "https://github.com/lancedb/lance.git", tag = "v0.17.0-beta.2" }
+lance-index = { "version" = "=0.17.0", git = "https://github.com/lancedb/lance.git", tag = "v0.17.0-beta.2" }
+lance-linalg = { "version" = "=0.17.0", git = "https://github.com/lancedb/lance.git", tag = "v0.17.0-beta.2" }
+lance-testing = { "version" = "=0.17.0", git = "https://github.com/lancedb/lance.git", tag = "v0.17.0-beta.2" }
+lance-datafusion = { "version" = "=0.17.0", git = "https://github.com/lancedb/lance.git", tag = "v0.17.0-beta.2" }
+lance-encoding = { "version" = "=0.17.0", git = "https://github.com/lancedb/lance.git", tag = "v0.17.0-beta.2" }
 # Note that this one does not include pyarrow
 arrow = { version = "52.2", optional = false }
 arrow-array = "52.2"
diff --git a/python/pyproject.toml b/python/pyproject.toml
index 7421d8a0..91c32a99 100644
--- a/python/pyproject.toml
+++ b/python/pyproject.toml
@@ -3,7 +3,7 @@ name = "lancedb"
 # version in Cargo.toml
 dependencies = [
     "deprecation",
-    "pylance==0.17.0-beta.3",
+    "pylance==0.17.0-beta.2",
     "ratelimiter~=1.0",
     "requests>=2.31.0",
     "retry>=0.9.2",
diff --git a/rust/lancedb/src/table.rs b/rust/lancedb/src/table.rs
index 12254819..ca939f59 100644
--- a/rust/lancedb/src/table.rs
+++ b/rust/lancedb/src/table.rs
@@ -2781,7 +2781,7 @@ mod tests {
                 .get_index_type(index_uuid)
                 .await
                 .unwrap(),
-            Some("IVF".to_string())
+            Some("IVF_PQ".to_string())
         );
         assert_eq!(
             table