Update README.md.

README.md

@@ -5,6 +5,11 @@ tags:
 model-index:
 - name: longformer-base-4096-bible
   results: []
+license: apache-2.0
+language:
+- en
+base_model:
+- allenai/longformer-base-4096
 ---
 
 <!-- This model card has been generated automatically according to the information the Trainer had access to. You
@@ -20,18 +25,20 @@ It achieves the following results on the evaluation set:
 
 ## Model description
 
-More information needed
+Fine-Tuned allenai/longformer-base-4096 model to predict Bible chapter relevance from 1 to 5.
 
 ## Intended uses & limitations
 
-More information needed
+Predict relevance from 1 to 5 for Bible text. Fine-Tune for each query separately.
 
 ## Training and evaluation data
 
-More information needed
+One query. Chapter ID. Chapter Name. Chapter Text. Relevance Label.
 
 ## Training procedure
 
+Train for 12 epochs adjusting learning rate by cosine with 2 restarts and 4 epochs of warmup.
+
 ### Training hyperparameters
 
 The following hyperparameters were used during training:
@@ -67,4 +74,4 @@ The following hyperparameters were used during training:
 - Transformers 4.50.3
 - Pytorch 2.6.0+cu124
 - Datasets 2.18.0
-- Tokenizers 0.21.1
+- Tokenizers 0.21.1