Concept Bottleneck Large Language Models
Paper • 2412.07992 • Published • 1
Concept Bottleneck Large Language Models
This repository contains the Concept Bottleneck Large Language Model (CB-LLM) presented in Concept Bottleneck Large Language Models.
Code: https://github.com/Trustworthy-ML-Lab/CB-LLMs
This model offers inherent interpretability and controllability in text generation. See the linked paper and GitHub repository for details on training and usage.
Install from pip and serve model
# Install vLLM from pip: pip install vllm# Start the vLLM server: vllm serve "cesun/cbllm-generation"# Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "cesun/cbllm-generation", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'