AI - AI Dynamics

Responsible Task Automation Empowering Large Language Models

By

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05 June 2023 5h11

Responsible Task Automation: Empowering Large Language Models as Responsible Task Automators paper page: https://
huggingface.co/papers/2306.01
242
… The recent success of Large Language Models (LLMs) signifies an impressive stride towards artificial general intelligence. They have shown a

→ View original post on X — @_akhaliq

5 June 2023

Human Values and AI: Shaping the Future of Work

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@tamaramccleary

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05 June 2023 5h10

Human values, as well as #AI, must be at the core of the #FutureofWork https://
bit.ly/3B2h5RI

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5 June 2023

Faster Causal Attention for Long Sequences with Sparse Flash Attention

By

@_akhaliq

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05 June 2023 5h06

Faster Causal Attention Over Large Sequences Through Sparse Flash Attention paper page: https://
huggingface.co/papers/2306.01
160
… Transformer-based language models have found many diverse applications requiring them to process sequences of increasing length. For these applications, the causal

→ View original post on X — @_akhaliq

5 June 2023

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

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@_akhaliq

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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

By

@_akhaliq

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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

By

@_akhaliq

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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

By

@_akhaliq

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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

David Sacks and Balaji raise questions on Noah Opinion

By

@_ganeshp

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05 June 2023 3h35

https://
open.substack.com/pub/noahpinion
/p/in-which-david-sacks-and-balaji-raise?r=26lob&utm_medium=ios&utm_campaign=post
… @DavidSacks @balajis > why do you guys think otherwise?

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5 June 2023

Absence of Evidence in AI and Machine Learning

By

@miketamir

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05 June 2023 3h01

Absence of Evidence https://
allendowney.com/blog/2023/05/1
5/absence-of-evidence/?utm_source=substack&utm_medium=email
… #AI #MachineLearning #DeepLearning #LLMs #DataScience

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5 June 2023