diff --git a/ansible/roles/artifacts/tasks/main.yaml b/ansible/roles/artifacts/tasks/main.yaml
index 32d7739cc13..f8b73b3955c 100644
--- a/ansible/roles/artifacts/tasks/main.yaml
+++ b/ansible/roles/artifacts/tasks/main.yaml
@@ -339,37 +339,37 @@
     mode: "755"
     state: directory
 
-- name: Download traffic_light_fine_detector/tlr_yolox_s_batch_1.onnx
+- name: Download traffic_light_fine_detector/tlr_pedcar_yolox_s_batch1.onnx
   become: true
   ansible.builtin.get_url:
-    url: https://awf.ml.dev.web.auto/perception/models/tlr_yolox_s/v2/tlr_yolox_s_batch_1.onnx
-    dest: "{{ data_dir }}/traffic_light_fine_detector/tlr_yolox_s_batch_1.onnx"
+    url: https://awf.ml.dev.web.auto/perception/models/tlr_yolox_s/v3/tlr_pedcar_yolox_s_batch1.onnx
+    dest: "{{ data_dir }}/traffic_light_fine_detector/tlr_pedcar_yolox_s_batch1.onnx"
     mode: "644"
-    checksum: sha256:922839fcf22bd32ae5065146fcec193e9d6360ca03bd4c83faea835045daf8eb
+    checksum: sha256:1ad633066a1195006f4709f8fa07800dd65a74a814b3efb4c99bcc5a1a7962f6
 
-- name: Download traffic_light_fine_detector/tlr_yolox_s_batch_4.onnx
+- name: Download traffic_light_fine_detector/tlr_pedcar_yolox_s_batch4.onnx
   become: true
   ansible.builtin.get_url:
-    url: https://awf.ml.dev.web.auto/perception/models/tlr_yolox_s/v2/tlr_yolox_s_batch_4.onnx
-    dest: "{{ data_dir }}/traffic_light_fine_detector/tlr_yolox_s_batch_4.onnx"
+    url: https://awf.ml.dev.web.auto/perception/models/tlr_yolox_s/v3/tlr_pedcar_yolox_s_batch4.onnx
+    dest: "{{ data_dir }}/traffic_light_fine_detector/tlr_pedcar_yolox_s_batch4.onnx"
     mode: "644"
-    checksum: sha256:b3c6e00acc6ff547d165469684ffb620a9a6330e9d591d445f50c4cf5cb4e292
+    checksum: sha256:cf93eb1e1a97aefc6edd0c0c4d77c7f5fc2aa1e81e3c5c9cd49d976173d03a04
 
-- name: Download traffic_light_fine_detector/tlr_yolox_s_batch_6.onnx
+- name: Download traffic_light_fine_detector/tlr_pedcar_yolox_s_batch_6.onnx
   become: true
   ansible.builtin.get_url:
-    url: https://awf.ml.dev.web.auto/perception/models/tlr_yolox_s/v2/tlr_yolox_s_batch_6.onnx
-    dest: "{{ data_dir }}/traffic_light_fine_detector/tlr_yolox_s_batch_6.onnx"
+    url: https://awf.ml.dev.web.auto/perception/models/tlr_yolox_s/v3/tlr_pedcar_yolox_s_batch_6.onnx
+    dest: "{{ data_dir }}/traffic_light_fine_detector/tlr_pedcar_yolox_s_batch_6.onnx"
     mode: "644"
-    checksum: sha256:2824d4c5b7ab5f6bfd41e43e82747107c53e1c727b1cf1dd6746bc49e6749128
+    checksum: sha256:0b05a89fb30f1f92c6ec687d48e8ceda4da6f81cbd82d8a102d168753a6cedb6
 
 - name: Download traffic_light_fine_detector/tlr_labels.txt
   become: true
   ansible.builtin.get_url:
-    url: https://awf.ml.dev.web.auto/perception/models/tlr_yolox_s/v2/tlr_labels.txt
+    url: https://awf.ml.dev.web.auto/perception/models/tlr_yolox_s/v3/tlr_labels.txt
     dest: "{{ data_dir }}/traffic_light_fine_detector/tlr_labels.txt"
     mode: "644"
-    checksum: sha256:a41e6e3324e32c30b3b2fe38908eaf3471e2bfdaeb9e14ca0c1c3bc0275119c6
+    checksum: sha256:a2a91f5fe9c2e68e3e3647a272bb9bb25cd07631a1990a3fb15efddce7691131
 
 # traffic_light_ssd_fine_detector
 - name: Create traffic_light_ssd_fine_detector directory inside {{ data_dir }}