update new dataset hf id in the examples

README.md

@@ -149,7 +149,7 @@ Each row in the Parquet files contains the following columns:
 ## Repository Structure
 
 ```
-sboughorbel/human_behavior_atlas_v2/
+HumanBehaviorAtlas/human_behavior_atlas/
   train-00000-of-XXXXX.parquet    # Sharded parquet with embedded audio/video
   train-00001-of-XXXXX.parquet
   ...
@@ -167,11 +167,11 @@ All data — including audio, video, and pre-extracted features — is fully emb
 from datasets import load_dataset
 
 # Stream without downloading everything
-ds = load_dataset("sboughorbel/human_behavior_atlas_v2", split="train", streaming=True)
+ds = load_dataset("HumanBehaviorAtlas/human_behavior_atlas", split="train", streaming=True)
 sample = next(iter(ds))
 
 # Load a subset
-ds_100 = load_dataset("sboughorbel/human_behavior_atlas_v2", split="train[:100]")
+ds_100 = load_dataset("HumanBehaviorAtlas/human_behavior_atlas", split="train[:100]")
 
 # Filter by task or modality
 emotion_ds = ds_100.filter(lambda x: x["task"] == "emotion_cls")
@@ -201,11 +201,11 @@ if sample["videos"]:
 
 ```bash
 # Download full dataset
-huggingface-cli download sboughorbel/human_behavior_atlas_v2 \
+huggingface-cli download HumanBehaviorAtlas/human_behavior_atlas \
     --repo-type dataset --local-dir /path/to/data
 
 # Or download specific splits only
-huggingface-cli download sboughorbel/human_behavior_atlas_v2 \
+huggingface-cli download HumanBehaviorAtlas/human_behavior_atlas \
     --repo-type dataset --local-dir /path/to/data \
     --include "train-*.parquet"
 ```