diff --git a/WORKSPACE b/WORKSPACE
index c73231dd4021..aebf8d6ba732 100644
--- a/WORKSPACE
+++ b/WORKSPACE
@@ -38,6 +38,9 @@ python_configure(
 # b) get the sha256 hash of the commit by running:
 #    curl -L https://github.com/openxla/xla/archive/<git hash>.tar.gz | sha256sum
 #    and update the sha256 with the result.
+
+xla_hash = 'dc2b3b3545b41aa3280291fe40face744d187ad7'
+
 http_archive(
     name = "xla",
     patch_args = [
@@ -50,9 +53,9 @@ http_archive(
         "//openxla_patches:gpu_race_condition.diff",
         "//openxla_patches:f16_abi_clang.diff",
     ],
-    strip_prefix = "xla-80462ef5b22360df177fe24fc13c81b235d3f3a2",
+    strip_prefix = "xla-" + xla_hash,
     urls = [
-        "https://github.com/openxla/xla/archive/80462ef5b22360df177fe24fc13c81b235d3f3a2.tar.gz",
+        "https://github.com/openxla/xla/archive/" + xla_hash + ".tar.gz",
     ],
 )
 
diff --git a/setup.py b/setup.py
index df54224ed98b..6f38e5645a42 100644
--- a/setup.py
+++ b/setup.py
@@ -64,10 +64,10 @@
 
 base_dir = os.path.dirname(os.path.abspath(__file__))
 
-_date = '20240502'
+_date = '20240513'
 _libtpu_version = f'0.1.dev{_date}'
 _libtpu_storage_path = f'https://storage.googleapis.com/cloud-tpu-tpuvm-artifacts/wheels/libtpu-nightly/libtpu_nightly-{_libtpu_version}-py3-none-any.whl'
-_jax_version = f'0.4.27.dev{_date}'
+_jax_version = f'0.4.29.dev{_date}'
 
 
 def _get_build_mode():
diff --git a/torch_xla/csrc/reduction.cpp b/torch_xla/csrc/reduction.cpp
index f7b29d1cf3b1..56702e79279b 100644
--- a/torch_xla/csrc/reduction.cpp
+++ b/torch_xla/csrc/reduction.cpp
@@ -459,9 +459,9 @@ xla::XlaOp BuildArgMin(xla::XlaOp input, int64_t dim, bool keepdim) {
       shape = &ShapeHelper::ShapeOfXlaOp(operand);
     }
   }
-  xla::XlaOp result = xla::ArgMin(
+  xla::XlaOp result = xla::ArgMinMax(
       operand, GetXlaPrimitiveTypeForCurrentDevice(xla::PrimitiveType::S64),
-      dim);
+      dim, /* is_min */ true);
   if (keepdim) {
     auto dimensions = torch::lazy::ToVector<int64_t>(shape->dimensions());
     if (dim_is_none) {