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Collections

Discover the best community collections!

Collections including paper arxiv:2402.14905

Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads

Paper • 2401.10774 • Published Jan 19, 2024 • 54
APAR: LLMs Can Do Auto-Parallel Auto-Regressive Decoding

Paper • 2401.06761 • Published Jan 12, 2024 • 1
Infinite-LLM: Efficient LLM Service for Long Context with DistAttention and Distributed KVCache

Paper • 2401.02669 • Published Jan 5, 2024 • 14
MambaByte: Token-free Selective State Space Model

Paper • 2401.13660 • Published Jan 24, 2024 • 53

on-Device (phone)

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

Paper • 2404.14219 • Published Apr 22, 2024 • 254
MiniCPM-V: A GPT-4V Level MLLM on Your Phone

Paper • 2408.01800 • Published Aug 3, 2024 • 79
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

1.31k

🏢

Anychat
Running

254

🐢

Qwen2.5 Coder Artifacts
Running

848

🔍

QwQ-32B-Preview

QwQ-32B-Preview
Running on CPU Upgrade

12.2k

🏆

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 • 127

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 • 127
facebook/MobileLLM-125M

Text Generation • Updated Nov 1, 2024 • 1.89k • 92
facebook/MobileLLM-350M

Text Generation • Updated Nov 1, 2024 • 329 • 26
facebook/MobileLLM-600M

Text Generation • Updated Nov 1, 2024 • 411 • 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 • 127
HuggingFaceTB/SmolLM2-1.7B-Instruct-GGUF

Text Generation • Updated Nov 5, 2024 • 1.29k • 32
OpenGVLab/Mini-InternVL-Chat-2B-V1-5

Image-Text-to-Text • Updated 24 days ago • 1.99k • 70

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

Paper • 2402.14905 • Published Feb 22, 2024 • 127

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 • 127

some paper for learn

PERL: Parameter Efficient Reinforcement Learning from Human Feedback

Paper • 2403.10704 • Published Mar 15, 2024 • 57
MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases

Paper • 2402.14905 • Published Feb 22, 2024 • 127

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

Paper • 2405.04434 • Published May 7, 2024 • 14
The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale

Paper • 2406.17557 • Published Jun 25, 2024 • 90
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 • 127

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