🧠#SpreadsheetLLM di #Microsoft mira a risolvere un limite nel lavoro con i #LLM: i task sui fogli di calcolo.
🤔 Ma non avevamo già Code Interpreter? NO. In quel caso viene usato un LLM per sviluppare ed eseguire uno script #Python che legge i dati da un foglio e li può elaborare.
💡 In questo caso, il modello permette di usare un LLM per interagire direttamente con i dati nel foglio.
🔗 Il paper: https://arxiv.org/abs/2407.09025
https://arxiv.org/abs/2407.09025
12 Jul 2024
#SpreadsheetLLM: Encoding #Spreadsheets for Large Language Models
"we introduce SpreadsheetLLM, pioneering an efficient encoding method designed to unleash and optimize LLMs' powerful understanding and reasoning capability on spreadsheets."
https://www.theregister.com/2024/07/16/microsoft_research_llms_grok_spreadsheets/
"to analyze the spreadsheet structure and discard anything outside of a table"
It's really TabularDataLLM, throwing away the really useful working part of a spreadsheet, the #Excel formulas!
SpreadsheetLLM by Microsoft: A Game Changer for Data Analysts and Accountants.
#Microsoft #SpreadsheetLLM #DataAnalysis #AI #Finance #Accounting #TechInnovation #Efficiency #DataManagement #IntelligentInteractions #FutureOfFinance #TechNews #AIModel #BusinessTools #FinanceTransformation #ProductivityBoost
Microsoft unveils prototype LLM designed to analyse spreadsheets
SpreadsheetLLM excels at tabulated number crunching, Redmond's researchers claim
#technews #microsoft #llm #ai #spreadsheetllm #spreadsheet #genai
