FinGPT
cvxpylayers
FinGPT | cvxpylayers | |
---|---|---|
11 | 2 | |
11,650 | 1,712 | |
3.9% | 1.2% | |
9.5 | 3.1 | |
25 days ago | about 1 year ago | |
Jupyter Notebook | Python | |
MIT License | Apache License 2.0 |
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FinGPT
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GPT-4, without specialized training, beat a GPT-3.5 class model that cost $10B
There is also the open source FinGPT, that is claimed to beat GPT4 in some benchmarks at a fine tuning cost of $17.25.
https://github.com/AI4Finance-Foundation/FinGPT
- FLaNK Stack 05 Feb 2024
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Ask HN: How to Get into Quantitative Trading?
https://github.com/AI4Finance-Foundation/FinGPT
[1] Zipline is a Pythonic algorithmic trading library
- FinGPT
- FLaNK Stack Weekly for 20 June 2023
- GPT but for the Finance Industry
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FinGPT: Open-Source Financial Large Language Models
Code: https://github.com/AI4Finance-Foundation/FinGPT
- Is FinGPT Coming?
cvxpylayers
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Is FinGPT Coming?
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).
- A large scale non-linear optimization library
What are some alternatives?
modelscope - ModelScope: bring the notion of Model-as-a-Service to life.
ceres-solver - A large scale non-linear optimization library
EasyCV - An all-in-one toolkit for computer vision
xTuring - 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
keep - The open-source alert management and AIOps platform
prompt-engineering - Tips and tricks for working with Large Language Models like OpenAI's GPT-4.
StanfordQuadruped
alpaca_eval - An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.
canal - 阿里巴巴 MySQL binlog 增量订阅&消费组件
FLaNK-LLM - LLM, ChatGPT, Hyper, Bard, Cloudera LLM, ChatBots, Avatars, ...
fin-ml - This github repository of "Machine Learning and Data Science Blueprints for Finance". Please star.