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data refining for better AI

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Explore your training datasets

Backed by cognitive sciences, Bunka interface relies on topographical-like maps to explore textual datasets in a new and intuitive way

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Refine your data

By combining Visual Topic Modelling with advanced cluster analysis, Bunka improves data quality, helps remove outliers and redundant data

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Improve model quality

With greater data quality comes increased model performance, reduced fine-tuning time and regulation compliance

Get started with our Open-Source technology

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Bunka simplifies dataset exploration

01

State-Of-The-Art Visualizations

Bunka provide an intuitive and innovative way of exploring textual datasets, using cognitive-sciences backed maps and advanced algorithms to provide an overview of your data.
 

03

Advanced Metrics

Bunka improves traditional visualizations by adding another fully customizable dimensional layer. Whether ML engineers want to analyze the perplexity, the toxicity or several other text quality metrics of their training data, Bunka got them covered.

02

Modular Technology

Bunka technolgy is fully adaptive and connects to various frameworks, whether it is the last LLM model, a new SOTA embedder or another clustering algorithm.

04

Connected with AI Community

At Bunka, we keep experimenting with new ways to understand textual data quality. We ensure that our technology is up-to-date by partaking in many Open Source projects and contributing to build a better data quality ecosystem.

Meet the team

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Charles de Dampierre

co-founder, CEO

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PhD in computational social sciences and Master in cognitive sciences @ENS, HEC Paris Alumni

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Strategy major @HEC, Linguistics and cognitive sciences major @ENS, entrepreneur

Louis-Marie Lorin

co-founder, COO

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Research director @CNRS, Thesis director @ENS, cognitive science expert, +4500 citations

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Nicolas Baumard

co-founder, CSO

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Cognitive sciences @ENS, specialized in AI and Philosophy

Ciprian Bangu

AI Intern

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Elias Showk

Lead Tech

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Full stack developer, UTC Alumni, former senior developer @HuggingFace

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SUPPORTED BY

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