@_akhaliq - AI Dynamics - Page 133 of 138

RefinedWeb Dataset: High-Quality Web Data for Falcon LLM Training

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05 June 2023 5h04

The RefinedWeb Dataset for Falcon LLM: Outperforming Curated Corpora with Web Data, and Web Data Only paper page: https://
huggingface.co/papers/2306.01
116
… Large language models are commonly trained on a mixture of filtered web data and curated high-quality corpora, such as social media

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5 June 2023

Retrieval Augmented Language Models: Reality Check and Comparison

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05 June 2023 5h02

Reimagining Retrieval Augmented Language Models for Answering Queries paper page: https://
huggingface.co/papers/2306.01
061
… present a reality check on large language models and inspect the promise of retrieval augmented language models in comparison. Such language models are semi-parametric,

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5 June 2023

CheckMate: Interactive Platform for Evaluating Language Models in Mathematics

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05 June 2023 3h49

Evaluating Language Models for Mathematics through Interactions paper page: https://
huggingface.co/papers/2306.01
694
… introduce CheckMate, an adaptable prototype platform for humans to interact with and evaluate LLMs. We conduct a study with CheckMate to evaluate three language

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5 June 2023

Empirical Study on GPT-4 Performance in Challenging Math Problem Solving

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05 June 2023 3h43

An Empirical Study on Challenging Math Problem Solving with GPT-4 paper page: https://
huggingface.co/papers/2306.01
337
… Employing Large Language Models (LLMs) to address mathematical problems is an intriguing research endeavor, considering the abundance of math problems expressed in natural

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5 June 2023