diff --git a/modules/ml-pipeline/src/pipeline/configs/build_model.yaml b/modules/ml-pipeline/src/pipeline/configs/build_model.yaml
index c8c022d..49fbac4 100644
--- a/modules/ml-pipeline/src/pipeline/configs/build_model.yaml
+++ b/modules/ml-pipeline/src/pipeline/configs/build_model.yaml
@@ -13,6 +13,6 @@ default:
       output_filepath: ./data/model/autogluonmodel/
       problem_type: regression
       eval_metric: mean_absolute_error
-      time_limit: 75
+      time_limit: 1000
       presets: medium_quality
       excluded_model_types: ['KNN']
diff --git a/modules/ml-pipeline/src/pipeline/dvc.lock b/modules/ml-pipeline/src/pipeline/dvc.lock
index aeb705d..9b9a3e0 100644
--- a/modules/ml-pipeline/src/pipeline/dvc.lock
+++ b/modules/ml-pipeline/src/pipeline/dvc.lock
@@ -30,8 +30,8 @@ stages:
     outs:
     - path: data/prepared_data/
       hash: md5
-      md5: ed19a11a85d6a2006631173f51569d27.dir
-      size: 21131576
+      md5: f9ef7ad073b43b249b43faa75c62fe07.dir
+      size: 21115444
       nfiles: 2
   build_model:
     cmd: python 2_build_model.py
@@ -42,8 +42,8 @@ stages:
       size: 5181
     - path: data/prepared_data
       hash: md5
-      md5: ed19a11a85d6a2006631173f51569d27.dir
-      size: 21131576
+      md5: f9ef7ad073b43b249b43faa75c62fe07.dir
+      size: 21115444
       nfiles: 2
     params:
       configs/build_model.yaml:
@@ -59,20 +59,20 @@ stages:
               output_filepath: ./data/model/autogluonmodel/
               problem_type: regression
               eval_metric: mean_absolute_error
-              time_limit: 75
+              time_limit: 1000
               presets: medium_quality
               excluded_model_types:
               - KNN
     outs:
     - path: data/model/
       hash: md5
-      md5: 60e253c42cc36934098c627ef3ef4cc1.dir
-      size: 185134993
-      nfiles: 14
+      md5: d073af40ba5c7c2d9b8064665062f51e.dir
+      size: 363710367
+      nfiles: 20
     - path: metrics/fit_metrics.json
       hash: md5
-      md5: a0c2a1c9e5da0b857d510fa1ba6282a8
-      size: 186
+      md5: dcd9ea03a2771077e1bd14018bb7fd18
+      size: 183
   generate_predictions:
     cmd: python 3_generate_predictions.py
     deps:
@@ -82,13 +82,13 @@ stages:
       size: 4720
     - path: data/model
       hash: md5
-      md5: 60e253c42cc36934098c627ef3ef4cc1.dir
-      size: 185134993
-      nfiles: 14
+      md5: d073af40ba5c7c2d9b8064665062f51e.dir
+      size: 363710367
+      nfiles: 20
     - path: data/prepared_data
       hash: md5
-      md5: ed19a11a85d6a2006631173f51569d27.dir
-      size: 21131576
+      md5: f9ef7ad073b43b249b43faa75c62fe07.dir
+      size: 21115444
       nfiles: 2
     params:
       configs/settings.yaml:
@@ -100,8 +100,8 @@ stages:
     outs:
     - path: data/predictions/
       hash: md5
-      md5: 700c8767de3a86c4c5339daf3cc17192.dir
-      size: 380962
+      md5: a2ecfae1e418fe9cb9fe044c148bbb37.dir
+      size: 381538
       nfiles: 1
   generate_metrics:
     cmd: python 4_generate_metrics.py
@@ -112,13 +112,13 @@ stages:
       size: 4487
     - path: data/predictions
       hash: md5
-      md5: 700c8767de3a86c4c5339daf3cc17192.dir
-      size: 380962
+      md5: a2ecfae1e418fe9cb9fe044c148bbb37.dir
+      size: 381538
       nfiles: 1
     - path: data/prepared_data
       hash: md5
-      md5: ed19a11a85d6a2006631173f51569d27.dir
-      size: 21131576
+      md5: f9ef7ad073b43b249b43faa75c62fe07.dir
+      size: 21115444
       nfiles: 2
     params:
       configs/settings.yaml:
@@ -128,8 +128,8 @@ stages:
     outs:
     - path: metrics/metrics.json
       hash: md5
-      md5: 45ffac8f6e7283df4b69af8a9abc45e1
-      size: 184
+      md5: ec02774fd01243fa4706189c60087ccf
+      size: 182
   startup_cleanup:
     cmd: python 0_startup_cleanup.py
     deps: