LLM-Research

大语言模型作为一股技术变革力量正在快速重塑我们与信息世界的交互方式。随着大语言模型能力的增长,其研发过程中涉及到数据、训练、部署、价值对齐等方面的深层次技术问题逐步凸显出来。在此背景下,我们总结了与大模型相关的7个技术问题,并希望通过开源协作的方式来推动问题的持续深入研究。

Selected Projects

基于大模型的应用开源问题:Open Issues in LLM-based Applications

27     0     1

大模型训练过程版本演化分析及工具开源问题:Open Issues in Analysis and Tools for the Evolution of LLM Version in Training Process

27     3     0

大模型数学推理相关开源问题:Open Issues in LLM-based Mathematical Reasoning

27     0     0

大模型运行时监控开源问题:Open Issues in the Runtime Monitoring for LLM

27     0     0

基于国产算力的大模型推理优化开源问题:Open Issues in the Optimization of LLM Inference based on Domestic Computing Power

27     0     1

基于人类反馈的模型调优方法开源问题:Open Issues in the LLM Fine-tuning based on Human Feedback

27     0     0

数据质量度量及缺陷检测技术开源问题:Open Issues in Data Quality Metrics and Defect Detection

27     2     0

基于大模型的智能应用开发环境开源问题:Open Issues in the Development Environment of LLM based Intelligent Applications

27     0     1

大模型全周期开源问题:Open issues in LLM life circle

27     0     0

Repositories

Applications
Jupyter Notebook

基于大模型的应用开源问题:Open Issues in LLM-based Applications

Updated 5 months ago

大模型训练过程版本演化分析及工具开源问题:Open Issues in Analysis and Tools for the Evolution of LLM Version in Training Process

Updated 8 months ago

大模型数学推理相关开源问题:Open Issues in LLM-based Mathematical Reasoning

Updated 9 months ago

OnlineLLMMonitor
Jupyter Notebook

大模型运行时监控开源问题:Open Issues in the Runtime Monitoring for LLM

Updated 9 months ago

基于国产算力的大模型推理优化开源问题:Open Issues in the Optimization of LLM Inference based on Domestic Computing Power

Updated 9 months ago

基于人类反馈的模型调优方法开源问题:Open Issues in the LLM Fine-tuning based on Human Feedback

Updated 9 months ago

数据质量度量及缺陷检测技术开源问题:Open Issues in Data Quality Metrics and Defect Detection

Updated 9 months ago

AppDevTools
JavaScript

基于大模型的智能应用开发环境开源问题:Open Issues in the Development Environment of LLM based Intelligent Applications

Updated 9 months ago

大模型全周期开源问题:Open issues in LLM life circle

Updated 9 months ago

People