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MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases
Paper • 2402.14905 • Published • 126 -
facebook/MobileLLM-125M
Text Generation • Updated • 4.13k • 77 -
facebook/MobileLLM-350M
Text Generation • Updated • 900 • 24 -
facebook/MobileLLM-600M
Text Generation • Updated • 1.05k • 26
Collections
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Collections including paper arxiv:2402.14905
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A Survey of Small Language Models
Paper • 2410.20011 • Published • 36 -
MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases
Paper • 2402.14905 • Published • 126 -
HuggingFaceTB/SmolLM2-1.7B-Instruct-GGUF
Text Generation • Updated • 3.63k • 25 -
OpenGVLab/Mini-InternVL-Chat-2B-V1-5
Image-Text-to-Text • Updated • 2.14k • 66
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DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model
Paper • 2405.04434 • Published • 13 -
The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale
Paper • 2406.17557 • Published • 86 -
DataComp-LM: In search of the next generation of training sets for language models
Paper • 2406.11794 • Published • 48 -
MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases
Paper • 2402.14905 • Published • 126
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MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases
Paper • 2402.14905 • Published • 126 -
The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits
Paper • 2402.17764 • Published • 602 -
MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training
Paper • 2403.09611 • Published • 124 -
Jamba: A Hybrid Transformer-Mamba Language Model
Paper • 2403.19887 • Published • 104
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LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement
Paper • 2403.15042 • Published • 25 -
Design2Code: How Far Are We From Automating Front-End Engineering?
Paper • 2403.03163 • Published • 93 -
OS-Copilot: Towards Generalist Computer Agents with Self-Improvement
Paper • 2402.07456 • Published • 41 -
Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models
Paper • 2402.13064 • Published • 46