diff --git a/thermal/thermal_info_config_caiman.json b/thermal/thermal_info_config_caiman.json
index 7eaed015..79c9a7bb 100644
--- a/thermal/thermal_info_config_caiman.json
+++ b/thermal/thermal_info_config_caiman.json
@@ -282,7 +282,7 @@
             "VirtualSensor": true,
             "ModelPath": "vt_prediction_lstm_model.tflite",
             "Formula": "USE_ML_MODEL",
-            "Combination": ["north_therm", "soc_therm", "charging_therm", "disp_therm", "battery", "quiet_therm", "usb_pwr_therm", "rfpa_therm", "btmspkr_therm"],
+            "Combination": ["north_therm", "soc_therm", "charging_therm", "disp_therm", "quiet_therm", "usb_pwr_therm", "rfpa_therm", "btmspkr_therm"],
             "PreviousSampleCount": 11,
             "OutputLabelCount": 6,
             "Multiplier": 0.001,
diff --git a/thermal/thermal_info_config_caiman_wingboard.json b/thermal/thermal_info_config_caiman_wingboard.json
index 753fa4ee..7da41c6f 100644
--- a/thermal/thermal_info_config_caiman_wingboard.json
+++ b/thermal/thermal_info_config_caiman_wingboard.json
@@ -314,7 +314,7 @@
             "VirtualSensor": true,
             "ModelPath": "vt_prediction_lstm_model.tflite",
             "Formula": "USE_ML_MODEL",
-            "Combination": ["north_therm", "soc_therm", "charging_therm", "disp_therm", "battery", "quiet_therm", "usb_pwr_therm", "rfpa_therm", "btmspkr_therm"],
+            "Combination": ["north_therm", "soc_therm", "charging_therm", "disp_therm", "quiet_therm", "usb_pwr_therm", "rfpa_therm", "btmspkr_therm"],
             "PreviousSampleCount": 11,
             "OutputLabelCount": 6,
             "Multiplier": 0.001,
diff --git a/thermal/thermal_info_config_komodo.json b/thermal/thermal_info_config_komodo.json
index c329b20b..45c5dcd2 100644
--- a/thermal/thermal_info_config_komodo.json
+++ b/thermal/thermal_info_config_komodo.json
@@ -272,7 +272,7 @@
             "VirtualSensor": true,
             "ModelPath": "vt_prediction_lstm_model.tflite",
             "Formula": "USE_ML_MODEL",
-            "Combination": ["north_therm", "soc_therm", "charging_therm", "disp_therm", "battery", "quiet_therm", "usb_pwr_therm", "rfpa_therm", "btmspkr_therm"],
+            "Combination": ["north_therm", "soc_therm", "charging_therm", "disp_therm", "quiet_therm", "usb_pwr_therm", "rfpa_therm", "btmspkr_therm"],
             "PreviousSampleCount": 11,
             "OutputLabelCount": 6,
             "Multiplier": 0.001,
diff --git a/thermal/thermal_info_config_komodo_wingboard.json b/thermal/thermal_info_config_komodo_wingboard.json
index c8655e87..41184369 100644
--- a/thermal/thermal_info_config_komodo_wingboard.json
+++ b/thermal/thermal_info_config_komodo_wingboard.json
@@ -304,7 +304,7 @@
             "VirtualSensor": true,
             "ModelPath": "vt_prediction_lstm_model.tflite",
             "Formula": "USE_ML_MODEL",
-            "Combination": ["north_therm", "soc_therm", "charging_therm", "disp_therm", "battery", "quiet_therm", "usb_pwr_therm", "rfpa_therm", "btmspkr_therm"],
+            "Combination": ["north_therm", "soc_therm", "charging_therm", "disp_therm", "quiet_therm", "usb_pwr_therm", "rfpa_therm", "btmspkr_therm"],
             "PreviousSampleCount": 11,
             "OutputLabelCount": 6,
             "Multiplier": 0.001,
diff --git a/thermal/thermal_info_config_tokay.json b/thermal/thermal_info_config_tokay.json
index 25aa5e78..36725ca6 100644
--- a/thermal/thermal_info_config_tokay.json
+++ b/thermal/thermal_info_config_tokay.json
@@ -272,7 +272,7 @@
             "VirtualSensor": true,
             "ModelPath": "vt_prediction_lstm_model.tflite",
             "Formula": "USE_ML_MODEL",
-            "Combination": ["north_therm", "soc_therm", "charging_therm", "disp_therm", "battery", "quiet_therm", "usb_pwr_therm", "rfpa_therm", "btmspkr_therm"],
+            "Combination": ["north_therm", "soc_therm", "charging_therm", "disp_therm", "quiet_therm", "usb_pwr_therm", "rfpa_therm", "btmspkr_therm"],
             "PreviousSampleCount": 11,
             "OutputLabelCount": 6,
             "Multiplier": 0.001,
diff --git a/thermal/thermal_info_config_tokay_wingboard.json b/thermal/thermal_info_config_tokay_wingboard.json
index 2bc582b3..995f3b4a 100644
--- a/thermal/thermal_info_config_tokay_wingboard.json
+++ b/thermal/thermal_info_config_tokay_wingboard.json
@@ -293,7 +293,7 @@
             "VirtualSensor": true,
             "ModelPath": "vt_prediction_lstm_model.tflite",
             "Formula": "USE_ML_MODEL",
-            "Combination": ["north_therm", "soc_therm", "charging_therm", "disp_therm", "battery", "quiet_therm", "usb_pwr_therm", "rfpa_therm", "btmspkr_therm"],
+            "Combination": ["north_therm", "soc_therm", "charging_therm", "disp_therm", "quiet_therm", "usb_pwr_therm", "rfpa_therm", "btmspkr_therm"],
             "PreviousSampleCount": 11,
             "OutputLabelCount": 6,
             "Multiplier": 0.001,
diff --git a/thermal/vt_prediction_lstm_model_caiman.tflite b/thermal/vt_prediction_lstm_model_caiman.tflite
index 14f07b5a..ace7a020 100644
Binary files a/thermal/vt_prediction_lstm_model_caiman.tflite and b/thermal/vt_prediction_lstm_model_caiman.tflite differ
diff --git a/thermal/vt_prediction_lstm_model_komodo.tflite b/thermal/vt_prediction_lstm_model_komodo.tflite
index 8a8e2611..ccab26a3 100644
Binary files a/thermal/vt_prediction_lstm_model_komodo.tflite and b/thermal/vt_prediction_lstm_model_komodo.tflite differ
diff --git a/thermal/vt_prediction_lstm_model_tokay.tflite b/thermal/vt_prediction_lstm_model_tokay.tflite
index 100d94e5..cd95c0cc 100644
Binary files a/thermal/vt_prediction_lstm_model_tokay.tflite and b/thermal/vt_prediction_lstm_model_tokay.tflite differ