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Collections including paper arxiv:2402.14905

interesting stuff

Chain-of-Verification Reduces Hallucination in Large Language Models

Paper • 2309.11495 • Published Sep 20, 2023 • 37
Adapting Large Language Models via Reading Comprehension

Paper • 2309.09530 • Published Sep 18, 2023 • 77
CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages

Paper • 2309.09400 • Published Sep 17, 2023 • 85
Language Modeling Is Compression

Paper • 2309.10668 • Published Sep 19, 2023 • 83

on-Device (phone)

Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Paper • 2404.14219 • Published Apr 22, 2024 • 256
MiniCPM-V: A GPT-4V Level MLLM on Your Phone

Paper • 2408.01800 • Published Aug 3, 2024 • 80
SlimLM: An Efficient Small Language Model for On-Device Document Assistance

Paper • 2411.09944 • Published Nov 15, 2024 • 12
MobileQuant: Mobile-friendly Quantization for On-device Language Models

Paper • 2408.13933 • Published Aug 25, 2024 • 15

Running on CPU Upgrade

1.87k

1.87k

Anychat

🏢
Running

263

263

Qwen2.5 Coder Artifacts

🐢

Generate application code with Qwen2.5-Coder-32B
Running

877

877

QwQ-32B-Preview

🔍

QwQ-32B-Preview
Running on CPU Upgrade

12.4k

12.4k

Open LLM Leaderboard

🏆

Track, rank and evaluate open LLMs and chatbots

on device use case

MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases

Paper • 2402.14905 • Published Feb 22, 2024 • 126

Optimizing Sub-billion Parameter Language Models for On-Device Use Cases (ICML 2024) https://arxiv.org/abs/2402.14905

MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases

Paper • 2402.14905 • Published Feb 22, 2024 • 126
facebook/MobileLLM-125M

Text Generation • Updated Nov 1, 2024 • 2.52k • 94
facebook/MobileLLM-350M

Text Generation • Updated Nov 1, 2024 • 799 • 27
facebook/MobileLLM-600M

Text Generation • Updated Nov 1, 2024 • 764 • 27

SLM - small language models

A Survey of Small Language Models

Paper • 2410.20011 • Published Oct 25, 2024 • 40
MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases

Paper • 2402.14905 • Published Feb 22, 2024 • 126
HuggingFaceTB/SmolLM2-1.7B-Instruct-GGUF

Text Generation • Updated Nov 5, 2024 • 1.29k • 35
OpenGVLab/Mini-InternVL-Chat-2B-V1-5

Image-Text-to-Text • Updated 7 days ago • 2.77k • 71

MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases

Paper • 2402.14905 • Published Feb 22, 2024 • 126

Head-wise Shareable Attention for Large Language Models

Paper • 2402.11819 • Published Feb 19, 2024 • 1
MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases

Paper • 2402.14905 • Published Feb 22, 2024 • 126

some paper for learn

PERL: Parameter Efficient Reinforcement Learning from Human Feedback

Paper • 2403.10704 • Published Mar 15, 2024 • 58
MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases

Paper • 2402.14905 • Published Feb 22, 2024 • 126

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

Paper • 2405.04434 • Published May 7, 2024 • 17
The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale

Paper • 2406.17557 • Published Jun 25, 2024 • 91
DataComp-LM: In search of the next generation of training sets for language models

Paper • 2406.11794 • Published Jun 17, 2024 • 50
MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases

Paper • 2402.14905 • Published Feb 22, 2024 • 126

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