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Enhancing Efficiency in Multidevice Federated Learning through Data Selection
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
InstructionGPT-4