Update README.md

README.md

@@ -16,13 +16,24 @@ https://github.com/JunnYu/RoFormer_pytorch
 git clone https://github.com/JunnYu/RoFormer_pytorch
 cd RoFormer_pytorch
 import torch
-from model import RoFormerModel, RoFormerTokenizer
+from model import RoFormerForMaskedLM, RoFormerTokenizer
+
+text = "今天[MASK]很好，我[MASK]去公园玩。"
 tokenizer = RoFormerTokenizer.from_pretrained("junnyu/roformer_chinese_base")
-model = RoFormerModel.from_pretrained("junnyu/roformer_chinese_base")
+model = RoFormerForMaskedLM.from_pretrained("junnyu/roformer_chinese_base")
 inputs = tokenizer(text, return_tensors="pt")
 with torch.no_grad():
-    outputs = model(**inputs).last_hidden_state
-print(outputs.shape)
+    outputs = model(**inputs).logits[0]
+outputs_sentence = ""
+for i, id in enumerate(tokenizer.encode(text)):
+    if id == tokenizer.mask_token_id:
+        tokens = tokenizer.convert_ids_to_tokens(outputs[i].topk(k=5)[1])
+        outputs_sentence += "[" + "||".join(tokens) + "]"
+    else:
+        outputs_sentence += "".join(
+            tokenizer.convert_ids_to_tokens([id], skip_special_tokens=True))
+print(outputs_sentence)
+# 今天[天气||天||心情||阳光||空气]很好，我[想||要||打算||准备||喜欢]去公园玩。
 ```
 ## 引用