Upload 4 files

.gitattributes

@@ -57,3 +57,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 # Video files - compressed
 *.mp4 filter=lfs diff=lfs merge=lfs -text
 *.webm filter=lfs diff=lfs merge=lfs -text
+corpus.json filter=lfs diff=lfs merge=lfs -text

corpus.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f5f93cdeb7bf24f08715018e11505025c71cf06a2e207a66dc7900477249eb1f
+size 56766601

eval.py

@@ -0,0 +1,28 @@
+from sentence_transformers import SentenceTransformer
+from sentence_transformers.evaluation import InformationRetrievalEvaluator
+import argparse
+import json
+
+
+if __name__ == "__main__":
+    parser = argparse.ArgumentParser()
+    parser.add_argument("--model", type=str,
+                        default="tintnguyen/bert-base-vi-uncased-st-3")
+
+    args = parser.parse_args()
+    model = SentenceTransformer(args.model)
+
+    queries = json.load(open("queries.json", "r"))
+    corpus = json.load(open("corpus.json", "r"))
+    rels = json.load(open("rels.json", "r"))
+
+    evaluator = InformationRetrievalEvaluator(
+        queries=queries,
+        corpus=corpus,
+        relevant_docs=rels,
+        name="aaa",
+        show_progress_bar=True,
+    )
+    results = evaluator(model)
+
+    print(results)