Update README.md

README.md

@@ -34,7 +34,7 @@ The model was trained on word-definition pairs from a dictionary corpus using:
 ## Installation
 
 ```bash
-pip install torch numpy
+pip install torch numpy huggingface_hub
 ```
 
 ## Usage
@@ -45,9 +45,13 @@ pip install torch numpy
 import torch
 import numpy as np
 import torch.nn.functional as F
+from huggingface_hub import hf_hub_download
+
+# Example for downloading a single file
+local_path = hf_hub_download(repo_id="npc0/CharEmb", filename="char_embeddings_best.npy")
 
 # Load the pre-computed character embeddings
-char_embeddings = np.load('char_embeddings_best.npy', allow_pickle=True).item()
+char_embeddings = np.load(local_path, allow_pickle=True).item()
 
 # Convert to tensor for efficient operations
 char_embedding_tensor = {}