Update README.md

README.md

@@ -10,8 +10,29 @@ pinned: false
 license: mit
 hf_oauth: true
 hf_oauth_scopes:
-- inference-api
-short_description: ' This repository demonstrates how to leverage CodeT5-base'
+  - inference-api
+short_description: 'Leverage CodeT5-base for code generation tasks.'
+model_info:
+  model_name: Salesforce/codet5-base
+  model_type: Encoder-Decoder Transformer
+  architecture: T5-based
+  pretraining_tasks:
+    - Denoising
+    - Bimodal Dual Generation
+  training_data:
+    - CodeSearchNet
+    - CodeXGLUE
+  fine_tuning_tasks:
+    - Code Summarization
+    - Code Generation
+    - Code Translation
+  performance_benchmarks:
+    - CodeXGLUE
+  paper: 'CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation'
+  publication_date: '2021-09-02'
+  arxiv_url: 'https://arxiv.org/abs/2109.00859'
+  github_url: 'https://github.com/salesforce/CodeT5'
+  huggingface_url: 'https://huggingface.co/Salesforce/codet5-base'
 ---
 
 # 🚀 Code Generation with CodeT5