20+ Large Language Models (LLMs) for Finance

In previous editions of Twitter Library, we explored application-specific language and foundation models in the medical and time-series domains. Now, we turn our attention to the financial sector.

This article will present large language models and foundation models tailored for financial applications, alongside comprehensive surveys that extensively cover this topic.

Models

Model	Release Date	Links	Backbone Model
FinBERT-19	Aug 2019	Paper, Github	BERT
FinBERT-20	Jul 2020	Paper, Github	BERT
FinBERT-21	Jan 2021	Paper	BERT
Mengzi	Oct 2021	Paper, Github	BERT
FLANG	Oct 2022	Paper, Github	ELECTRA
BloombergGPT	Mar 2023	Paper	BLOOM
XuanYuan2.0	May 2023	Paper, Github	BLOOM
FinMA (+ PIXIU framework)	Jun 2023	Paper, Github	LLaMa
Fin-LLaMA	May 2023	GitHub	LLaMa
Cornucopia-Chinese	Jun 2023	Github	LLaMa
InvestLM	Sep 2023	Paper, Github	LLaMa
FinGPT	Jun 2023	Paper, Github	LLaMa 2
FinLlama	Mar 2024	Paper	LLaMa 2
Greed Llama	Apr 2024	Paper	LLaMa 2
CFGPT	Sep 2023	Paper, Github	InternLM
FinVIS-GPT	Jul 2023	Paper, Github	LLaVA
BBT-FinT5	Feb 2023	Paper, Github	T5
DISC-FinLLM	Oct 2023	Paper, Github	Baichuan-13B
FinTral	Feb 2024	Paper	Mistral-7B
PloutosGPT	Feb 2024	Paper	GPT-4
SilverSight	Apr 2024	Paper	Qwen 1.5-7B

Surveys

Jun 2024: A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges. Paper
Feb 2024: A Survey of Large Language Models in Finance (FinLLMs). Paper, Github
Sep 2023: Large Language Models in Finance: A Survey. Paper

Thanks for reading!

20+ Large Language Models (LLMs) for Finance

Models

Surveys

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