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Collections including paper arxiv:2406.11794

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

Paper • 2406.11794 • Published Jun 17 • 50
Training Language Models on Synthetic Edit Sequences Improves Code Synthesis

Paper • 2410.02749 • Published Oct 3 • 12
Fewer Truncations Improve Language Modeling

Paper • 2404.10830 • Published Apr 16 • 3
How to Train Long-Context Language Models (Effectively)

Paper • 2410.02660 • Published Oct 3 • 2

LLM Technical Report

Qwen2.5-Coder Technical Report

Paper • 2409.12186 • Published Sep 18 • 138
Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement

Paper • 2409.12122 • Published Sep 18 • 3
DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model

Paper • 2405.04434 • Published May 7 • 14
DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Paper • 2402.03300 • Published Feb 5 • 72

Training-related

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

Paper • 2406.11794 • Published Jun 17 • 50
griffin/chain_of_density

Viewer • Updated Sep 8, 2023 • 1.1k • 155 • 69
HuggingFaceFV/finevideo

Viewer • Updated 10 days ago • 39.5k • 5.49k • 283

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

Paper • 2406.11794 • Published Jun 17 • 50
Be like a Goldfish, Don't Memorize! Mitigating Memorization in Generative LLMs

Paper • 2406.10209 • Published Jun 14 • 8
Transformers Can Do Arithmetic with the Right Embeddings

Paper • 2405.17399 • Published May 27 • 52
DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence

Paper • 2406.11931 • Published Jun 17 • 57

Relevant-Papers-Midterm

Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language Models

Paper • 2402.14848 • Published Feb 19 • 18
The Prompt Report: A Systematic Survey of Prompting Techniques

Paper • 2406.06608 • Published Jun 6 • 56
CRAG -- Comprehensive RAG Benchmark

Paper • 2406.04744 • Published Jun 7 • 44
Transformers meet Neural Algorithmic Reasoners

Paper • 2406.09308 • Published Jun 13 • 43

MS MARCO Web Search: a Large-scale Information-rich Web Dataset with Millions of Real Click Labels

Paper • 2405.07526 • Published May 13 • 18
Automatic Data Curation for Self-Supervised Learning: A Clustering-Based Approach

Paper • 2405.15613 • Published May 24 • 13
A Touch, Vision, and Language Dataset for Multimodal Alignment

Paper • 2402.13232 • Published Feb 20 • 14
How Do Large Language Models Acquire Factual Knowledge During Pretraining?

Paper • 2406.11813 • Published Jun 17 • 30

DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model

Paper • 2405.04434 • Published May 7 • 14
The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale

Paper • 2406.17557 • Published Jun 25 • 87
DataComp-LM: In search of the next generation of training sets for language models

Paper • 2406.11794 • Published Jun 17 • 50
MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases

Paper • 2402.14905 • Published Feb 22 • 126

cerebras/SlimPajama-627B

Preview • Updated Jul 7, 2023 • 45.7k • 437
JeanKaddour/minipile

Viewer • Updated Jun 20, 2023 • 1.01M • 1.73k • 117
nampdn-ai/tiny-textbooks

Viewer • Updated Jul 3 • 420k • 256 • 149
open-phi/textbooks

Viewer • Updated Oct 8, 2023 • 1.8k • 1.45k • 85

Getting it Right: Improving Spatial Consistency in Text-to-Image Models

Paper • 2404.01197 • Published Apr 1 • 30
CosmicMan: A Text-to-Image Foundation Model for Humans

Paper • 2404.01294 • Published Apr 1 • 15
mOSCAR: A Large-scale Multilingual and Multimodal Document-level Corpus

Paper • 2406.08707 • Published Jun 13 • 15
DataComp-LM: In search of the next generation of training sets for language models

Paper • 2406.11794 • Published Jun 17 • 50

Daily paper that is inspiring (abstract is enough)

World Model on Million-Length Video And Language With RingAttention

Paper • 2402.08268 • Published Feb 13 • 37
Improving Text Embeddings with Large Language Models

Paper • 2401.00368 • Published Dec 31, 2023 • 79
Chain-of-Thought Reasoning Without Prompting

Paper • 2402.10200 • Published Feb 15 • 104
FiT: Flexible Vision Transformer for Diffusion Model

Paper • 2402.12376 • Published Feb 19 • 48

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