Update README.md

README.md

@@ -4,7 +4,23 @@ language:
 - en
 ---
 
-This is under construction.
+# PlanLLM
 
-This is PlanLLM, a model trained to, given a recipe or a DIY task, help the user complete it in a conversational setting, answering questions and clarifying any doubts.
-This was trained based on a Vicuna with SFT and DPO training.
+### Model Details
+
+PlanLLM is a conversational assistant trained to assist users in completing a recipe from beginning to end and be able to answer any related or relevant requests that the user might have.
+The model was also tested with DIY Tasks and performed similarly. 
+
+#### Training
+
+PlanLLM was trained by fine-tuning a [Vicuna](https://huggingface.co/lmsys/vicuna-7b-v1.1) model on synthetic dialogue between users and an assistant about a given recipe. 
+The model was first trained using SFT and then using Direct Preference Optimization (DPO).
+
+#### License
+
+It's the same as Vicuna. A non-commercial Apache 2.0 license.
+
+#### Paper
+
+"Plan-Grounded Large Language Models for Dual Goal Conversational Settings" (Accepted at EACL 2024)
+Diogo Glória-Silva, Rafael Ferreira, Diogo Tavares, David Semedo, João Magalhães