Welcome to the Abacus.AI blog

40 posts

Tutorial

Sharper LLMs: Enhancing Math and Reasoning Abilities

Today we release a new model in our continued commitment to improving the state-of-the-art in open source LLMs: MetaMath-Bagel-DPO-34B. This time, we’ve refined our focus on enhancing mathematical and reasoning capabilities in LLMs by primarily...

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Posted by Deep KarkhanisJanuary 25, 2024
Research

Abacus.AI at NeurIPS 2023

The Abacus.AI team has published five papers to appear at the Conference on Neural Information Processing Systems (NeurIPS) 2023. Three papers are in the main conference (including one awarded with an Oral Presentation) and two...

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Posted by Samuel DooleyDecember 8, 2023
Tutorial

Machine Learning Meets Optimization

How does Amazon manage to flawlessly deliver millions of products across the globe every day? Or a restaurant chain accurately predict demand, plan inventory and distribute staff coverage across its footprint? The secret sauce is...

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Posted by jamesodacostaSeptember 28, 2023
Tutorial

AI Agents - Build and Host LLM Apps At Scale

The pursuit of automating mundane tasks and boosting productivity has long been a priority for executives. In the past couple of decades, significant progress has been made in developing tools to automate tasks that follow...

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Posted by nandishtellaAugust 31, 2023
Tutorial

Data LLM: Get insights from your data

Every organization has tons of data but it’s always a challenge to find actionable insights from it. Much like finding a needle in the haystack, you have to look through tons of reports to discern...

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Posted by nandishtellaAugust 24, 2023
Tutorial

Giraffe - Long Context LLMs

Following up on the work from our previous blog post, we are releasing today an arXiv paper titled “Giraffe: Adventures in Expanding Context Lengths in LLMs”. Giraffe is a new family of models that are...

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Posted by ArkaAugust 22, 2023
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