An AI assistant for A Level learning helper, powered by InternLM
AlevelHelper is a comprehensive study assistant designed to help students achieve top grades (A*) in their A-level exams. By leveraging intern-powered data and advanced AI technologies, AlevelHelper provides personalized guidance, practice questions, and detailed explanations to ensure success.
Books: Collection of textbooks and reference materials. Specification: Official exam specifications and guidelines. Papers: Past exam papers and sample questions.
Key Words: Extraction of key terms and concepts from the collected data. QA Chains: Generation of question-answer pairs for practice. Data Generation Tool Chain: Automated tools for creating new practice questions and scenarios.
InternLM-2.7b: Base model for natural language processing. Xtuner: Fine-tuning tool to optimize the model for specific tasks. LMDeploy quantization: Deployment of the fine-tuned model. Qlora: Additional fine-tuning techniques to enhance performance.
TurboMind: Deployment platform for efficient and scalable deployment. Application: Final application that integrates all components.
ChatTTS: Chat-based text-to-speech functionality for interactive learning. ChatBOT: AI chatbot for answering questions and providing explanations.
OpenLab: Open-source laboratory for continuous improvement and community contributions. Streamlit: Framework for building user-friendly applications.
