Update README.md

README.md

@@ -21,17 +21,21 @@ It achieves the following results on the evaluation set:
 
 ## Model description
 
-More information needed
+Model has been fine-tuned from Llama 2 7B model for legal summarization tasks
 
 ## Intended uses & limitations
 
-Summarizing law texts. Language is limited to english.
+The model has been fine-tuned with legal summarization text for summarization tasks. Can produce repeating text when creating longer outputs.
+Tested only with english and the bill_summary_us dataset.
+
 ## Training and evaluation data
 
-More information needed
+Training and evaluation data is from the bill_summary_us. An around 1500 row split from the dataset was used with further split of 80:20 for training and evaluation.
 
 ## Training procedure
 
+SFTTrainer from Hugging Face's TRL library used for fine-tuning process.
+
 ### Training hyperparameters
 
 The following hyperparameters were used during training:
@@ -59,4 +63,7 @@ The following hyperparameters were used during training:
 - Transformers 4.35.2
 - Pytorch 2.1.0+cu118
 - Datasets 2.15.0
-- Tokenizers 0.15.0
+- Tokenizers 0.15.0
+
+### License
+Llama 2 is licensed under the LLAMA 2 Community License, Copyright © Meta Platforms, Inc. All Rights Reserved.