diff --git a/stable_diffusion/README.md b/stable_diffusion/README.md
index c8b735e59..ecbbf3549 100644
--- a/stable_diffusion/README.md
+++ b/stable_diffusion/README.md
@@ -207,7 +207,7 @@ We achieved this subset by following these steps:
 
 1. download coco-2014 validation dataset: `scripts/datasets/coco-2014-validation-download.sh --output-dir /datasets/coco2014`
 2. create the validation subset, and resize the images to 512x512: `scripts/datasets/coco-2014-validation-split-resize.sh --input-images-path /datasets/coco2014/val2014 --input-coco-captions /datasets/coco2014/annotations/captions_val2014.json --output-images-path /datasets/coco2014/val2014_512x512_30k --output-tsv-file /datasets/coco2014/val2014_30k.tsv`
-3. generate the FID statistics: `scripts/datasets/generate-fid-statistics.sh --dataset-dir /datasets/coco2014/val2014_512x512_30k --output-file /datasets/coco2014/val2014_512x512_30k_stats.npz`
+3. generate the FID statistics: `scripts/datasets/generate-fid-statistics.sh --dataset-dir /datasets/coco2014/val2014_512x512_30k --output-file /datasets/coco2014/val2014_30k_stats.npz`
 
 ## The Model
 Stable Diffusion v2 is a latent diffusion model which combines an autoencoder with a diffusion model that is trained in the latent space of the autoencoder. During training:
diff --git a/stable_diffusion/configs/train_01x08x08.yaml b/stable_diffusion/configs/train_01x08x08.yaml
index a7497cb61..73db364bf 100644
--- a/stable_diffusion/configs/train_01x08x08.yaml
+++ b/stable_diffusion/configs/train_01x08x08.yaml
@@ -38,7 +38,7 @@ model:
         enabled: True
         inception_weights_url: https://github.com/mseitzer/pytorch-fid/releases/download/fid_weights/pt_inception-2015-12-05-6726825d.pth
         cache_dir: /checkpoints/inception
-        gt_path: /datasets/coco2014/val2014_512x512_30k_stats.npz
+        gt_path: /datasets/coco2014/val2014_30k_stats.npz
       clip:
         enabled: True
         clip_version: "ViT-H-14"
diff --git a/stable_diffusion/configs/train_32x08x02.yaml b/stable_diffusion/configs/train_32x08x02.yaml
index 5fd81da1a..aaa4a4681 100644
--- a/stable_diffusion/configs/train_32x08x02.yaml
+++ b/stable_diffusion/configs/train_32x08x02.yaml
@@ -38,7 +38,7 @@ model:
         enabled: True
         inception_weights_url: https://github.com/mseitzer/pytorch-fid/releases/download/fid_weights/pt_inception-2015-12-05-6726825d.pth
         cache_dir: /checkpoints/inception
-        gt_path: /datasets/coco2014/val2014_512x512_30k_stats.npz
+        gt_path: /datasets/coco2014/val2014_30k_stats.npz
       clip:
         enabled: True
         clip_version: "ViT-H-14"
diff --git a/stable_diffusion/configs/train_32x08x02_raw_images.yaml b/stable_diffusion/configs/train_32x08x02_raw_images.yaml
index c36d2ca4f..582147325 100644
--- a/stable_diffusion/configs/train_32x08x02_raw_images.yaml
+++ b/stable_diffusion/configs/train_32x08x02_raw_images.yaml
@@ -38,7 +38,7 @@ model:
         enabled: True
         inception_weights_url: https://github.com/mseitzer/pytorch-fid/releases/download/fid_weights/pt_inception-2015-12-05-6726825d.pth
         cache_dir: /checkpoints/inception
-        gt_path: /datasets/coco2014/val2014_512x512_30k_stats.npz
+        gt_path: /datasets/coco2014/val2014_30k_stats.npz
       clip:
         enabled: True
         clip_version: "ViT-H-14"
diff --git a/stable_diffusion/configs/train_32x08x04.yaml b/stable_diffusion/configs/train_32x08x04.yaml
index f275f1e20..747aa3d50 100644
--- a/stable_diffusion/configs/train_32x08x04.yaml
+++ b/stable_diffusion/configs/train_32x08x04.yaml
@@ -38,7 +38,7 @@ model:
         enabled: True
         inception_weights_url: https://github.com/mseitzer/pytorch-fid/releases/download/fid_weights/pt_inception-2015-12-05-6726825d.pth
         cache_dir: /checkpoints/inception
-        gt_path: /datasets/coco2014/val2014_512x512_30k_stats.npz
+        gt_path: /datasets/coco2014/val2014_30k_stats.npz
       clip:
         enabled: True
         clip_version: "ViT-H-14"
diff --git a/stable_diffusion/configs/train_32x08x08.yaml b/stable_diffusion/configs/train_32x08x08.yaml
index 5773fa8ef..166a5deed 100644
--- a/stable_diffusion/configs/train_32x08x08.yaml
+++ b/stable_diffusion/configs/train_32x08x08.yaml
@@ -38,7 +38,7 @@ model:
         enabled: True
         inception_weights_url: https://github.com/mseitzer/pytorch-fid/releases/download/fid_weights/pt_inception-2015-12-05-6726825d.pth
         cache_dir: /checkpoints/inception
-        gt_path: /datasets/coco2014/val2014_512x512_30k_stats.npz
+        gt_path: /datasets/coco2014/val2014_30k_stats.npz
       clip:
         enabled: True
         clip_version: "ViT-H-14"
diff --git a/stable_diffusion/scripts/datasets/coco-2014-validation-split-resize.sh b/stable_diffusion/scripts/datasets/coco-2014-validation-split-resize.sh
index 147bdcf76..91ffe6bff 100755
--- a/stable_diffusion/scripts/datasets/coco-2014-validation-split-resize.sh
+++ b/stable_diffusion/scripts/datasets/coco-2014-validation-split-resize.sh
@@ -2,7 +2,7 @@
 
 : "${INPUT_IMAGES_PATH:=/datasets/coco2014/val2014}"
 : "${INPUT_COCO_CAPTIONS:=/datasets/coco2014/annotations/captions_val2014.json}"
-: "${OUTPUT_IMAGES_PATH:=/datasets/coco2014/val2014_512x512_30k}"
+: "${OUTPUT_IMAGES_PATH:=/datasets/coco2014/val2014_30k}"
 : "${OUTPUT_TSV_FILE:=/datasets/coco2014/val2014_30k.tsv}"
 : "${NUM_SAMPLES:=30000}"
 
diff --git a/stable_diffusion/scripts/datasets/generate-fid-statistics.sh b/stable_diffusion/scripts/datasets/generate-fid-statistics.sh
index ff49e3bc8..0e43b8b88 100755
--- a/stable_diffusion/scripts/datasets/generate-fid-statistics.sh
+++ b/stable_diffusion/scripts/datasets/generate-fid-statistics.sh
@@ -1,7 +1,7 @@
 #!/usr/bin/env bash
 
-: "${DATASET_DIR:=/datasets/coco2014/val2014_512x512_30k}"
-: "${OUTPUT_FILE:=/datasets/coco2014/val2014_512x512_30k_stats.npz}"
+: "${DATASET_DIR:=/datasets/coco2014/val2014_30k}"
+: "${OUTPUT_FILE:=/datasets/coco2014/val2014_30k_stats.npz}"
 
 while [ "$1" != "" ]; do
     case $1 in