data-centric-federated-learning

A Doctor for your data

Resources for Data Centric AI

Lab assignments for Introduction to Data-Centric AI, MIT IAP 2024 ????

DSIR large-scale data selection framework for language model training

A Survey on Data Selection for Language Models

[NeurIPS 2023] This is the code for the paper `Large Language Model as Attributed Training Data Generator: A Tale of Diversity and Bias`.

OpenDataVal: a Unified Benchmark for Data Valuation in Python (NeurIPS 2023)

Self-Evolved Diverse Data Sampling for Efficient Instruction Tuning

nbsynthetic is simple and robust tabular synthetic data generation library for small and medium size datasets

[ACL 2023] The code for our ACL'23 paper Cold-Start Data Selection for Few-shot Language Model Fine-tuning: A Prompt-Based Uncertainty Propagation Approach