Niklas Muennighoff's picture

Niklas Muennighoff

Muennighoff

·

https://muennighoff.github.io/

AI & ML interests

None yet

Articles

BigCodeBench: Benchmarking Large Language Models on Solving Practical and Challenging Programming Tasks

MTEB: Massive Text Embedding Benchmark

Organizations

Muennighoff's activity

upvoted a paper 7 days ago

RegMix: Data Mixture as Regression for Language Model Pre-training

Paper • 2407.01492 • Published 8 days ago • 24

upvoted a paper 14 days ago

BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions

Paper • 2406.15877 • Published 17 days ago • 42

upvoted a collection 20 days ago

SEACrowd: A Multilingual Multimodal Data Hub and Benchmark S

SEACrowd is a community movement project aimed at centralizing and standardizing AI resources for Southeast Asian languages, cultures, and/or regions. • 3 items • Updated 21 days ago • 3

upvoted a paper 20 days ago

DataComp-LM: In search of the next generation of training sets for language models

Paper • 2406.11794 • Published 22 days ago • 39

upvoted an article 22 days ago

Article

BigCodeBench: Benchmarking Large Language Models on Solving Practical and Challenging Programming Tasks

21 days ago

• 31

upvoted a paper 22 days ago

SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages

Paper • 2406.10118 • Published 25 days ago • 25

upvoted a paper 4 months ago

Language models scale reliably with over-training and on downstream tasks

Paper • 2403.08540 • Published Mar 13 • 13

upvoted a collection 4 months ago

OLMo Suite

Artifacts for the first set of OLMo models. • 14 items • Updated 14 days ago • 38

upvoted a paper 4 months ago

StarCoder 2 and The Stack v2: The Next Generation

Paper • 2402.19173 • Published Feb 29 • 126

upvoted a paper 5 months ago

Generative Representational Instruction Tuning

Paper • 2402.09906 • Published Feb 15 • 50

upvoted a collection 5 months ago

GritLM

Generative Representational Instruction Tuning (GRIT) • 64 items • Updated Apr 17 • 5

upvoted 4 papers 5 months ago

Aya Model: An Instruction Finetuned Open-Access Multilingual Language Model

Paper • 2402.07827 • Published Feb 12 • 43

Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning

Paper • 2402.06619 • Published Feb 9 • 50

Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research

Paper • 2402.00159 • Published Jan 31 • 55

OLMo: Accelerating the Science of Language Models

Paper • 2402.00838 • Published Feb 1 • 75

upvoted 5 papers 6 months ago

StarCoder: may the source be with you!

Paper • 2305.06161 • Published May 9, 2023 • 29

Scaling Data-Constrained Language Models

Paper • 2305.16264 • Published May 25, 2023 • 17

FinGPT: Large Generative Models for a Small Language

Paper • 2311.05640 • Published Nov 3, 2023 • 26

Astraios: Parameter-Efficient Instruction Tuning Code Large Language Models

Paper • 2401.00788 • Published Jan 1 • 21

MTEB: Massive Text Embedding Benchmark

Paper • 2210.07316 • Published Oct 13, 2022 • 5

upvoted a collection 6 months ago

🐙OctoPack

13 items • Updated Apr 15 • 4

upvoted 2 papers 11 months ago

Crosslingual Generalization through Multitask Finetuning

Paper • 2211.01786 • Published Nov 3, 2022 • 2

OctoPack: Instruction Tuning Code Large Language Models

Paper • 2308.07124 • Published Aug 14, 2023 • 27