Niklas Muennighoff | DeepAI

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∙ 08/14/2023

OctoPack: Instruction Tuning Code Large Language Models

Finetuning large language models (LLMs) on instructions leads to vast pe...

0 Niklas Muennighoff, et al. ∙

∙ 05/25/2023

Scaling Data-Constrained Language Models

The current trend of scaling language models involves increasing both pa...

0 Niklas Muennighoff, et al. ∙

∙ 05/09/2023

StarCoder: may the source be with you!

The BigCode community, an open-scientific collaboration working on the r...

12 Raymond Li, et al. ∙

∙ 01/09/2023

SantaCoder: don't reach for the stars!

The BigCode project is an open-scientific collaboration working on the r...

1 Loubna Ben Allal, et al. ∙

∙ 12/19/2022

BLOOM+1: Adding Language Support to BLOOM for Zero-Shot Prompting

The BLOOM model is a large open-source multilingual language model capab...

16 Zheng Xin Yong, et al. ∙

∙ 11/03/2022

Crosslingual Generalization through Multitask Finetuning

Multitask prompted finetuning (MTF) has been shown to help large languag...

0 Niklas Muennighoff, et al. ∙

∙ 10/27/2022

What Language Model to Train if You Have One Million GPU Hours?

The crystallization of modeling methods around the Transformer architect...

4 Teven Le Scao, et al. ∙

∙ 10/13/2022

MTEB: Massive Text Embedding Benchmark

Text embeddings are commonly evaluated on a small set of datasets from a...

0 Niklas Muennighoff, et al. ∙

∙ 02/17/2022

SGPT: GPT Sentence Embeddings for Semantic Search

GPT transformers are the largest language models available, yet semantic...

0 Niklas Muennighoff, et al. ∙

∙ 06/15/2021

Diagnosing the Impact of AI on Radiology in China

Artificial Intelligence will significantly impact the work environment o...

0 Niklas Muennighoff, et al. ∙

∙ 12/14/2020

Vilio: State-of-the-art Visio-Linguistic Models applied to Hateful Memes

This work presents Vilio, an implementation of state-of-the-art visio-li...

0 Niklas Muennighoff, et al. ∙

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