diff --git a/README.md b/README.md
index 04b37091..203f77c7 100644
--- a/README.md
+++ b/README.md
@@ -4,9 +4,11 @@
 
 Paper YOLO v4: https://arxiv.org/abs/2004.10934
 
-Paper Scaled YOLO v4: https://arxiv.org/abs/2011.08036  use to reproduce results: https://github.com/WongKinYiu/ScaledYOLOv4
+Paper Scaled YOLO v4: https://arxiv.org/abs/2011.08036  use to reproduce results: [ScaledYOLOv4](https://github.com/WongKinYiu/ScaledYOLOv4)
 
-More details: [medium link_Scaled_YOLOv4](https://alexeyab84.medium.com/scaled-yolo-v4-is-the-best-neural-network-for-object-detection-on-ms-coco-dataset-39dfa22fa982?source=friends_link&sk=c8553bfed861b1a7932f739d26f487c8) and [medium link_YOLOv4](https://medium.com/@alexeyab84/yolov4-the-most-accurate-real-time-neural-network-on-ms-coco-dataset-73adfd3602fe?source=friends_link&sk=6039748846bbcf1d960c3061542591d7) 
+More details in articles on medium: 
+ * [Scaled_YOLOv4](https://alexeyab84.medium.com/scaled-yolo-v4-is-the-best-neural-network-for-object-detection-on-ms-coco-dataset-39dfa22fa982?source=friends_link&sk=c8553bfed861b1a7932f739d26f487c8) 
+ * [YOLOv4](https://medium.com/@alexeyab84/yolov4-the-most-accurate-real-time-neural-network-on-ms-coco-dataset-73adfd3602fe?source=friends_link&sk=6039748846bbcf1d960c3061542591d7) 
 
 Manual: https://github.com/AlexeyAB/darknet/wiki
 
diff --git a/src/detector.c b/src/detector.c
index d9aeed3b..a2fdf0bf 100644
--- a/src/detector.c
+++ b/src/detector.c
@@ -382,7 +382,9 @@ void train_detector(char *datacfg, char *cfgfile, char *weightfile, int *gpus, i
 
         //if (i % 1000 == 0 || (i < 1000 && i % 100 == 0)) {
         //if (i % 100 == 0) {
-        if (iteration >= (iter_save + 10000) || iteration % 10000 == 0) {
+        if ((iteration >= (iter_save + 10000) || iteration % 10000 == 0) ||
+            (iteration >= (iter_save + 1000) || iteration % 1000 == 0) && net.max_batches < 10000)
+        {
             iter_save = iteration;
 #ifdef GPU
             if (ngpus != 1) sync_nets(nets, ngpus, 0);