FinGPT

Check out our github: https://github.com/AI4Finance-Foundation/FinGPT/tree/master/fingpt/FinGPTForecaster

Model info - Base model: Llama2-7B - Training method: Instruction Fine-tuning + LoRA - Task: Multi-Task Instruction: What is the sentiment of this news? Please choose an answer from {negative/neutral/positive}. Input: Glaxo's ViiV Healthcare Signs China Manufacturing Deal With Desano Instruction: Given phrases that describe the relationship between two words/phrases as options, extract the word/phrase pair and the corresponding lexical relationship between them from the input text. The output format should be "relation1: word1, word2; relation2: word3, word4". Options: product/material produced, manufacturer, distributed by, industry, position held, original broadcaster, owned by, founded by, distribution format, headquarters location, stock exchange, currency, parent organization, chief executive officer, director/manager, owner of, operator, member of, employer, chairperson, platform, subsidiary, legal form, publisher, developer, brand, business division, location of formation, creator. Input: Apple Inc Chief Executive Steve Jobs sought to soothe investor concerns about his health on Monday, saying his weight loss was caused by a hormone imbalance that is relatively simple to treat. Instruction: Does the news headline talk about price going up? Please choose an answer from {Yes/No}. Input: gold trades in red in early trade; eyes near-term range at rs 28,300-28,600 Instruction: Please extract entities and their types from the input sentence, entity types should be chosen from {person/organization/location}. Input: This LOAN AND SECURITY AGREEMENT dated January 27, 1999, between SILICON VALLEY BANK (" Bank "), a California - chartered bank with its principal place of business at 3003 Tasman Drive, Santa Clara, California 95054 with a loan production office located at 40 William St., Ste. Answer: SILICON VALLEY BANK is an organization, Bank is an organization, California is a location, bank is an organization, 3003 Tasman Drive is a location, Santa Clara is a location, California is a location, 40 William St is a location.