Improving Text Embeddings with Large Language Models: Instructions for Training and Evaluation | HackerNoon
Briefly

from Hackernoon7 months ago
In this study, we focus on the efficacy of synthetic data generation and its impact on training models for multilingual retrieval tasks, demonstrating significant improvements.
Hackernoonhttps://hackernoon.com/improving-text-embeddings-with-large-language-models-instructions-for-training-and-evaluation
We explore the question of whether contrastive pre-training is necessary for effective model performance in various tasks, revealing contexts where it may not be required.
Hackernoonhttps://hackernoon.com/improving-text-embeddings-with-large-language-models-instructions-for-training-and-evaluation
Read at Hackernoon
#synthetic-data #machine-learning #multilingual-retrieval #model-training #contrastive-learning
[
|
]