
# PlanLLM

<img src="https://i.imgur.com/nHuVNAn.png" alt="drawing" style="width:300px;"/>

### 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](https://arxiv.org/abs/2402.01053) 
{"language": ["en"], "license": "apache-2.0", "inference": false}
transformers safetensors llama text-generation en arxiv:2402.01053 license:apache-2.0 autotrain_compatible text-generation-inference region:us