Update README.md

README.md

@@ -32,7 +32,7 @@ If you use this data, please cite:
   title   = {Building Power Grid Models from Open Data: A Complete Pipeline from OpenStreetMap to Optimal Power Flow},
   author  = {Britto, Andrea and Spina, Thiago and Yang, Weiwei and Fowers, Spencer and Zhang, Baosen and White, Chris},
   year    = {2026},
-  note    = {Microsoft Research Catalyst Lab}
+  note    = {Microsoft Research}
 }
 ```
 
@@ -340,7 +340,7 @@ from huggingface_hub import hf_hub_download
 import json
 
 path = hf_hub_download(
-    repo_id="microsoft/GridSFM_US_power_grid_2026_05_07",
+    repo_id="microsoft/GridSFM_US_power_grid",
     filename="16h/texas_model.json",
     repo_type="dataset",
 )
@@ -362,13 +362,13 @@ from gridsfm_pg_loader import GridSFM_PG_Loader
 # With export_dir (optional): the entire dataset is automatically downloaded
 # to this directory on init. Without it, files are stored in HuggingFace's cache.
 loader = GridSFM_PG_Loader(
-    "microsoft/GridSFM_US_power_grid_2026_05_07",
+    "microsoft/GridSFM_US_power_grid",
     export_dir="./gridsfm_data",  # optional; pre-fetches everything here
 )
 
 # To skip the automatic download, use pre_fetch_all=False (lazy download on access)
 # loader = GridSFM_PG_Loader(
-#     "microsoft/GridSFM_US_power_grid_2026_05_07",
+#     "microsoft/GridSFM_US_power_grid",
 #     export_dir="./gridsfm_data",
 #     pre_fetch_all=False,
 # )
@@ -397,13 +397,13 @@ loader.export_all("./gridsfm_data")
 **Download the entire dataset (~230 MB):**
 
 ```bash
-huggingface-cli download --repo-type dataset microsoft/GridSFM_US_power_grid_2026_05_07 --local-dir ./gridsfm_data
+hf download --repo-type dataset microsoft/GridSFM_US_power_grid --local-dir ./gridsfm_data
 ```
 
 **Download a subset (one hour only):**
 
 ```bash
-huggingface-cli download --repo-type dataset microsoft/GridSFM_US_power_grid_2026_05_07 --include "16h/*" --local-dir ./gridsfm_data
+hf download --repo-type dataset microsoft/GridSFM_US_power_grid --include "16h/*" --local-dir ./gridsfm_data
 ```
 
 ### Load a model from local files