Harnessing large-language models to generate private synthetic text paper page: https://
huggingface.co/papers/2306.01
684
… Differentially private (DP) training methods like DP-SGD can protect sensitive training data by ensuring that ML models will not reveal private information. An alternative
DATA
-
Large Language Models for Private Synthetic Text Generation
By
–
-
RefinedWeb Dataset: High-Quality Web Data for Falcon LLM Training
By
–
The RefinedWeb Dataset for Falcon LLM: Outperforming Curated Corpora with Web Data, and Web Data Only paper page: https://
huggingface.co/papers/2306.01
116
… Large language models are commonly trained on a mixture of filtered web data and curated high-quality corpora, such as social media -
Absence of Evidence in AI and Machine Learning
By
–
Absence of Evidence https://
allendowney.com/blog/2023/05/1
5/absence-of-evidence/?utm_source=substack&utm_medium=email
… #AI #MachineLearning #DeepLearning #LLMs #DataScience -
Transform Your Organization Into an AI-First Company
By
–
You can turn your organization into an AI-first company, We built the world's ONLY AI-assisted data science and MLOps platform. Take a look: https://
abacus.ai -
Fighting Technology Fire With Fire: AI and Big Data Solutions
By
–
Fighting Technology Fire With Fire
#AI #AIio #BigData #ML #NLU #Futureofwork @gp_pulipaka @stratorob @PetiotEric @EvanKirstel @Fgraillot @HaroldSinnott @HeinzVHoenen @helene_wpli http://
ow.ly/Yfr630svtqx -
MotherDuck: The Simple Joys of Scaling Up
By
–
MotherDuck: The Simple Joys of Scaling Up https://
motherduck.com/blog/the-simpl
e-joys-of-scaling-up/?utm_source=substack&utm_medium=email
… #AI #MachineLearning #DeepLearning #LLMs #DataScience -
Companies Embrace LLMs and Generative AI for Business Growth
By
–
We're in a new age of #generativeAI — and companies are embracing tools like #LLMs to thrive. insideBIGDATA shares a few key findings from our #StateofDataAI report — read it here https://
bit.ly/3MJFXDi -
Dynamic ratio adjustment balances synthetic data fairness improvements
By
–
Synthetic data to augment under-represented classes in real datasets is natural to improve fairness. However, we have to balance distribution shift with improvement of fairness. We propose dynamic ratio adjustment of real vs synthetic data. @deanh_tw @wn8_nie @ArashVahdat
-
5 Ways To Implement AI In Your Business Strategy
By
–
5 Ways To Implement AI In Your Business Strategy
#AI #AIio #BigData #ML #NLU #Futureofwork @TopCyberNews @SpirosMargaris @MarshaCollier @MHiesboeck
@MHcommunicate @Fisher85M @MikeQuindazzi @NealSchaffer
http://
ow.ly/71Qa30svtqv -
Generative AI in Sales: Expectations versus Practical Implementation
By
–
The Hype And The Reality Of Using Generative AI In Sales
#AI #AIio #BigData #ML #NLU #Futureofwork @IIoT_World @ipfconline1 @jblefevre60 @JimMarous @insurtechtalk @KirkDBorne @kuriharan @LouisSerge http://
ow.ly/3wHw30svtqu