Remove author ahmad-anis
article thumbnail

Efficient continual pre-training LLMs for financial domains

AWS Machine Learning Blog

The authors of BloombergGPT concluded that their model outperforms all other models tested for four of the five financial tasks. Specifically, the authors maintain a list of important financial news outlets and a set of keywords related to financial news. the SEC assigned identifier). To learn more, refer to SEC Filing Retrieval.

AWS 97
article thumbnail

The Choice for Businesses Between Open-Source and Proprietary Models To Deploy Generative AI

Towards AI

Last Updated on November 8, 2023 by Editorial Team Author(s): Faizan Ahmad, PhD Originally published on Towards AI. While open access models could be easy to migrate from one source to another as there would be no contractual limitations, there is not yet any clarity on how vendors could be switched for the closed source instance.

AI 113
professionals

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Transformers Well Explained: Masking

Towards AI

Last Updated on March 13, 2024 by Editorial Team Author(s): Ahmad Mustapha Originally published on Towards AI. One key characteristic of any transform is its “sequence size” or how many words it feeds on in the feedforward step. This is the second part of a four-article series that explains transforms.

AI 90
article thumbnail

Can Machine Learning Address Risk Parity Concerns?

Smart Data Collective

Any hazardous asset often provides more significant returns than cash. By diversifying across many risk categories, investors develop a more stable portfolio that is less likely to suffer significant losses in any one market scenario. The authors state that machine learning certainly offers promise for risk parity calculations.