Financial LLMs: FinGPT & BloombergGPT (2024)

In this short note we look at LLMs that are specific for use cases in the financial sector. In particular, we discuss BloombergGPT [1] which is a proprietary LLM recently trained by Bloomberg as well as FinGPT [2] which is an open-source LLM developed using a data-centric approach (AI4Finance), where various open-source LLMs are used as the base model.

BloombergGPT is a 50B parameter LLM trained on both domain-specific and general purpose datasets. It turns out that the BloombergGPT model outperforms existing LLMs on…

Financial LLMs: FinGPT & BloombergGPT (2024)

FAQs

What does LLM mean in finance? ›

The Power of Large Language Model in Banking. The leap to Large Language Models (LLMs) contributes to an unrivaled ability to streamline finance operations while bringing new offerings to financial markets at unprecedented speed.

What is the use of FinGPT? ›

FinGPT may find wide applications in financial services, aiding professionals and individuals in making informed financial decisions. The potential applications include: Robo-advisor: Offering personalized financial advice, reducing the need for regular in-person consultations.

What is the Bloomberg GPT? ›

Enter Bloomberg GPT, a Large Language Model for Finance built specifically for the financial industry, equipped with 50 billion parameters and trained on a diverse range of financial data.

Is there a financial GPT? ›

The Rise of GPT in Finance

This AI is like a whiz kid that's taken the finance world by storm. It's not just about crunching numbers; it's about understanding them. With GPT, financial firms are seeing the light—data isn't just data anymore; it's insights, predictions, and a whole new way to connect with customers.

Is an LLM higher than a JD? ›

An LLM takes a lawyer deeper, to gain "advanced knowledge in a specific area of law for career advancement, upward mobility, and/or expanded practice opportunities." The primary difference in the curriculum is that a JD program covers general law concepts; the LLM is focused on a specific area of expertise.

What is the difference between LLM and AI? ›

Generative AI services excel in generating diverse content types beyond text, including images, music, and code. On the other hand, LLMs are tailored for text-based tasks such as natural language understanding, text generation, language translation, and textual analysis.

Is there an AI tool for financial analysis? ›

Sage Intacct is an AI-based finance management software that provides companies with real-time data and analytics to streamline and automate financial processes. It is specifically designed for small to medium-sized businesses and helps them manage their accounting, cash flow, budgeting, and other financial functions.

Who made FinGPT? ›

FinGPT: Open-Source Financial Large Language Models by Hongyang Yang, Xiao-Yang Liu, Christina Dan Wang :: SSRN.

How to setup FinGPT? ›

Part 3: Setup FinGPT training parameters with LoRA on ChatGlm2–6b
  1. 3.1 Training Arguments Setup: Initialize and set training arguments. ...
  2. 3.2 Quantization Config Setup: Set quantization configuration to reduce model size without losing significant precision. ...
  3. 3.3 Model Loading & Preparation: ...
  4. 3.4 LoRA Config & Setup:
Oct 6, 2023

How much does BloombergGPT cost? ›

Training a large language model like BloombergGPT is costly (in the order of $3M) and takes several days to finish. One can note that it is highly costly to retrain an LLM like BloombergGPT.

How can I use BloombergGPT? ›

Here's how:
  1. Open the Bloomberg Terminal and look for Bloomberg GPT's feature for financial sentiment analysis.
  2. Enter the financial data you want to analyze for sentiment. It can be news, reports, tweets, etc.
  3. The AI model will analyze the data and give you a score of the financial sentiment, along with how sure it is.
May 19, 2023

What are the use cases for LLM in finance? ›

Large Language Model Use Cases in Banking and Finance

Finance is another industry that has benefited greatly due to LLM. From analysis and research to fraud detection, personalized trading assistance, and sentiment analysis, the use cases of LLM can be seen immensely in this industry.

What is LLM in finance? ›

Students in the LLM program in Banking, Corporate, and Finance Law acquire a sophisticated appreciation of corporate structure, an understanding of the laws relating to capital markets and financial institutions, and genuine insights into the goals and strategies of U.S. executives and business lawyers.

Is FinGPT open source? ›

FinGPT represents an innovative open-source framework designed specifically for applying large language models (LLMs) within the financial domain. As delineated in Fig. 1, FinGPT consists of four fundamental components: Data Source, Data Engineering, LLMs, and Applications.

Does the Bloomberg Terminal use AI? ›

Bloomberg today announced the availability of AI-Powered Earnings Call Summaries on the Bloomberg Terminal®, which uses the pragmatic application of artificial intelligence (AI) to help analysts with their research process.

What is LLM short for? ›

'LLM' is the standard abbreviation for the Master of Laws. The abbreviation is derived from the name of the qualification in Latin, 'Legum Magister', with 'legum' as the plural of 'lex', meaning law. As with the 'LLB', Latin pluralises the Master of Laws to 'LLM'.

What does LLM stand for in business? ›

Master of Laws in Business Law (LLM in Business Law)

What is LLM in simple words? ›

What is a large language model (LLM)? A large language model (LLM) is a type of artificial intelligence (AI) program that can recognize and generate text, among other tasks.

What is an LLM equivalent to? ›

For those who obtain a JD in the United States or an equivalent law degree in another country, a Master of Laws (LLM) provides a path to career advancement and possible specialization in a particular field of law.

References

Top Articles
Latest Posts
Article information

Author: Corie Satterfield

Last Updated:

Views: 5785

Rating: 4.1 / 5 (62 voted)

Reviews: 85% of readers found this page helpful

Author information

Name: Corie Satterfield

Birthday: 1992-08-19

Address: 850 Benjamin Bridge, Dickinsonchester, CO 68572-0542

Phone: +26813599986666

Job: Sales Manager

Hobby: Table tennis, Soapmaking, Flower arranging, amateur radio, Rock climbing, scrapbook, Horseback riding

Introduction: My name is Corie Satterfield, I am a fancy, perfect, spotless, quaint, fantastic, funny, lucky person who loves writing and wants to share my knowledge and understanding with you.