Update README.md

README.md

@@ -7,3 +7,24 @@ library_name: transformers
 
 # AlignScore Large in Huggingface Format
 
+
+This is a convert version for AlignScore Model, it can inference without alignscore package.
+
+## Usage
+
+First download the `inference.py`, this is a copied code from original codebase.
+
+inference sample
+
+```
+from inferencer import Inferencer
+
+
+inferencer = Inferencer(
+    "/model/AlignScore-large-hf/", # <-- Path to the model
+    device="cuda:0", # Use "cpu" if you don't have a GPU
+)
+inferencer.nlg_eval_mode = "nli_sp"  # Set the evaluation mode
+score = inferencer.score(["hello world."], ["hello world."])
+print(score)  # Output the score
+```