docs: fix YAML, broken image links, add library_name for inference

README.md

@@ -1,11 +1,12 @@
 ---
-language: 
+language:
 - az
-tags: 
+tags:
 - token-classification
 - ner
 - bert
 - multilingual
+- azerbaijani
 license: mit
 datasets:
 - LocalDoc/azerbaijani-ner-dataset
@@ -14,28 +15,31 @@ metrics:
 - recall
 - f1
 - accuracy
+pipeline_tag: token-classification
+base_model: bert-base-multilingual-cased
+library_name: transformers
 model-index:
-- name: mBERT Azerbaijani NER Model
+- name: mBERT Azerbaijani NER
   results:
   - task:
-      name: Named Entity Recognition
       type: token-classification
+      name: Named Entity Recognition
     dataset:
-      name: Azerbaijani NER Dataset
       type: LocalDoc/azerbaijani-ner-dataset
+      name: Azerbaijani NER Dataset
     metrics:
-      - name: Precision
-        type: precision
-        value: 0.704872
-      - name: Recall
-        type: recall
-        value: 0.650684
-      - name: F1
-        type: f1
-        value: 0.676695
-      - name: Accuracy
-        type: accuracy
-        value: 0.920898
+    - type: precision
+      name: Precision
+      value: 0.704872
+    - type: recall
+      name: Recall
+      value: 0.650684
+    - type: f1
+      name: F1
+      value: 0.676695
+    - type: accuracy
+      name: Accuracy
+      value: 0.920898
 ---
 # mBERT Azerbaijani NER Model
 [![Hugging Face Model](https://img.shields.io/badge/Hugging%20Face-Model-blue)](https://huggingface.co/IsmatS/mbert-az-ner)