CEP Framework

Paper • Data • Environment • Code

This repository contains the checkpoint for the CEP framework in our EMNLP 2024 Paper, Ask-before-Plan: Proactive Language Agents for Real-World Planning.
We release our CEP models, including LLaMA-3-8B and Mistral-7B variants, finetuned on Clarification and Execution subtasks.

Get Started

1. Download our checkpoints.

git lfs install
git clone https://huggingface.co/magicgh/CEP

2. OpenAI compatible servers.

python3 -m vllm.entrypoints.openai.api_server
 --served-model-name ${model_name}
 --model ${model}
 --kv-cache-dtype fp8
 --port ${port}
 --enable-lora
 --lora-modules ${lora_models}
 --chat-template ${chat_template}

Citation

If you find our research helpful for your work, please star this repository and cite our paper:

@article{ask-before-plan,
 author = {Xuan Zhang and Yang Deng and Zifeng Ren and See-Kiong Ng and Tat-Seng Chua},
 journal = {ArXiv preprint},
 title = {Ask-before-Plan: Proactive Language Agents for Real-World Planning},
 url = {https://arxiv.org/abs/2406.12639},
 year = {2024}
}

Base model