Xiaosen Zheng's picture

Xiaosen Zheng

xszheng2020

·

AI & ML interests

Data-Centric AI and AI Safety.

Organizations

xszheng2020's activity

upvoted a paper 3 days ago

Sample-Efficient Alignment for LLMs

Paper • 2411.01493 • Published 6 days ago • 10

upvoted a paper 13 days ago

Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing

Paper • 2406.08464 • Published Jun 12 • 65

upvoted a collection 13 days ago

MagpieLM

Aligning LMs with Fully Open Recipe (data+training configs+logs) • 9 items • Updated Sep 22 • 15

upvoted a paper 14 days ago

Unleashing Reasoning Capability of LLMs via Scalable Question Synthesis from Scratch

Paper • 2410.18693 • Published 16 days ago • 40

upvoted a collection 14 days ago

ScaleQuest

We introduce ScaleQuest, a scalable and novel data synthesis method. Project Page: https://scalequest.github.io/ • 8 items • Updated 15 days ago • 4

upvoted a collection 15 days ago

C4AI Aya Expanse

Aya Expanse is an open-weight research release of a model with highly advanced multilingual capabilities. • 3 items • Updated 16 days ago • 25

upvoted a collection 17 days ago

BGE

23 items • Updated 16 days ago • 59

upvoted an article 21 days ago

Article

SmolLM - blazingly fast and remarkably powerful

Jul 16

• 258

upvoted a paper 24 days ago

Rephrasing the Web: A Recipe for Compute and Data-Efficient Language Modeling

Paper • 2401.16380 • Published Jan 29 • 47

upvoted an article 29 days ago

Article

Cosmopedia: how to create large-scale synthetic data for pre-training Large Language Models

Mar 20

• 65

upvoted 2 papers about 1 month ago

Cheating Automatic LLM Benchmarks: Null Models Achieve High Win Rates

Paper • 2410.07137 • Published about 1 month ago • 6

Programming Every Example: Lifting Pre-training Data Quality like Experts at Scale

Paper • 2409.17115 • Published Sep 25 • 59

upvoted a paper 2 months ago

Power Scheduler: A Batch Size and Token Number Agnostic Learning Rate Scheduler

Paper • 2408.13359 • Published Aug 23 • 21

upvoted a collection 2 months ago

Power-LM

Dense & MoE LLMs trained with power learning rate scheduler. • 4 items • Updated 23 days ago • 15

upvoted a paper 3 months ago

MiniCPM-V: A GPT-4V Level MLLM on Your Phone

Paper • 2408.01800 • Published Aug 3 • 76

upvoted 2 collections 4 months ago

Llama 3.1

This collection hosts the transformers and original repos of the Llama 3.1, Llama Guard 3 and Prompt Guard models • 11 items • Updated Sep 25 • 612

Model with Circuit Breakers

SoTA models with circuit breakers inserted. Top safety performance without losing capabilities. • 3 items • Updated 14 days ago • 3

upvoted a paper 4 months ago

Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies

Paper • 2407.13623 • Published Jul 18 • 52

upvoted 2 articles 4 months ago

Article

How NuminaMath Won the 1st AIMO Progress Prize

Jul 11

• 99

Article

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

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Jul 11

• 10