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Fraction Analytics's Projects

chatea_con_pdf icon chatea_con_pdf

"Chatea con PDF" es una aplicación de chat que utiliza el potente modelo de lenguaje Falcon 7B con licencia Apache 2 para interactuar con archivos PDF. Dame uns estrella y sigueme.

get-things-done-with-prompt-engineering-and-langchain icon get-things-done-with-prompt-engineering-and-langchain

LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and using retrieval QA chains to query the custom data. Projects for using a private LLM for chat with PDF files, cryptocurrency tweets sentiment analysis.

master-thesis-multilingual-longformer icon master-thesis-multilingual-longformer

Master thesis with code investigating methods for incorporating long-context reasoning in low-resource languages, without the need to pre-train from scratch. We investigated if multilingual models could inherit these properties by making it an Efficient Transformer (s.a. the Longformer architecture).

numnet_plus icon numnet_plus

This is the official code repository for NumNet+(https://leaderboard.allenai.org/drop/submission/blu418v76glsbnh1qvd0)

privategpt icon privategpt

Interact with your documents using the power of GPT, 100% privately, no data leaks

sc3-cvrp icon sc3-cvrp

A Capacited Vechicle Routing Problem solution using shape controlled clustering and Christofides routing algorithm.

table-transformer icon table-transformer

Model training and evaluation code for our dataset PubTables-1M, developed to support the task of table extraction from unstructured documents.

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