pyDVL: The Python Data Valuation Library
pyDVL collects algorithms for Data Valuation and Influence Function computation.
Content citing this item
Studying LLMs with Influence Functions
Fabio Peruzzo, Senior AI Engineer at appliedAI Initiative, will talk about a recent work on the use of influence functions to study the …
Feb 29, 2024
Applications of data valuation in machine learning
At TransferLab we have extensively covered existing and developing methods for Data valuation, the task of attributing value to samples in a …
Nov 20, 2023
Studying Large Language Model Generalization with Influence Functions
Influence functions are a tool to quantify the impact of each training sample on a model’s predictions, thereby assisting in the …
Nov 3, 2023
All works referenced in our site...