Is FinGPT Coming?

• xTuring

  31 2,525 8.4 Python

  Build, customize and control you own LLMs. From data pre-processing to fine-tuning, xTuring provides an easy way to personalize open-source LLMs. Join our discord community: https://discord.gg/TgHXuSJEk6

  

Two notable pioneers in this field are Bloomberg and Stochastic AI:

1) BloombergGPT:

a) Introducing BloombergGPT, Bloomberg’s 50-billion parameter large language model, purpose-built from scratch for finance:

https://www.bloomberg.com/company/press/bloomberggpt-50-bill...

b) BloombergGPT: A Large Language Model for Finance:

https://arxiv.org/abs/2303.17564

2) Stochastic AI:

a) xFinance: How to outperform BloombergGPT without breaking the bank:

https://www.stochastic.ai/blog/xfinance-vs-bloomberg-gpt/

b) xTuring website:

https://xturing.stochastic.ai/

c) xTuring: Easily build, customize and control your own LLMs:

https://github.com/stochasticai/xturing

• FinGPT

  11 11,586 9.5 Jupyter Notebook

  FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

  

• InfluxDB

  www.influxdata.com featured

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• cvxpylayers

  2 1,712 3.1 Python

  Differentiable convex optimization layers

  

Interesting stuff! It would be interesting to see whether large language models could also help explain certain strategies or interface with traditional financial techniques. For instance, you might be able to have the language model interface with traditional portfolio optimization techniques using something like toolformer or differentiable optimizers (https://github.com/cvxgrp/cvxpylayers).

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