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MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases
Paper β’ 2402.14905 β’ Published β’ 134 -
facebook/MobileLLM-125M
Text Generation β’ Updated β’ 1.58k β’ 131 -
facebook/MobileLLM-350M
Text Generation β’ Updated β’ 312 β’ 36 -
facebook/MobileLLM-600M
Text Generation β’ Updated β’ 470 β’ 29
Collections
Discover the best community collections!
Collections including paper arxiv:2402.14905
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AgroBench: Vision-Language Model Benchmark in Agriculture
Paper β’ 2507.20519 β’ Published β’ 8 -
WisWheat: A Three-Tiered Vision-Language Dataset for Wheat Management
Paper β’ 2506.06084 β’ Published β’ 1 -
AnimalClue: Recognizing Animals by their Traces
Paper β’ 2507.20240 β’ Published β’ 10 -
Foundations of Large Language Models
Paper β’ 2501.09223 β’ Published β’ 14
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A Survey of Small Language Models
Paper β’ 2410.20011 β’ Published β’ 46 -
MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases
Paper β’ 2402.14905 β’ Published β’ 134 -
HuggingFaceTB/SmolLM2-1.7B-Instruct-GGUF
Text Generation β’ 2B β’ Updated β’ 8.73k β’ 47 -
OpenGVLab/Mini-InternVL-Chat-2B-V1-5
Image-Text-to-Text β’ 2B β’ Updated β’ 4.86k β’ 74
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Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone
Paper β’ 2404.14219 β’ Published β’ 259 -
MiniCPM-V: A GPT-4V Level MLLM on Your Phone
Paper β’ 2408.01800 β’ Published β’ 94 -
SlimLM: An Efficient Small Language Model for On-Device Document Assistance
Paper β’ 2411.09944 β’ Published β’ 12 -
MobileQuant: Mobile-friendly Quantization for On-device Language Models
Paper β’ 2408.13933 β’ Published β’ 16
-
MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases
Paper β’ 2402.14905 β’ Published β’ 134 -
facebook/MobileLLM-125M
Text Generation β’ Updated β’ 1.58k β’ 131 -
facebook/MobileLLM-350M
Text Generation β’ Updated β’ 312 β’ 36 -
facebook/MobileLLM-600M
Text Generation β’ Updated β’ 470 β’ 29
-
AgroBench: Vision-Language Model Benchmark in Agriculture
Paper β’ 2507.20519 β’ Published β’ 8 -
WisWheat: A Three-Tiered Vision-Language Dataset for Wheat Management
Paper β’ 2506.06084 β’ Published β’ 1 -
AnimalClue: Recognizing Animals by their Traces
Paper β’ 2507.20240 β’ Published β’ 10 -
Foundations of Large Language Models
Paper β’ 2501.09223 β’ Published β’ 14
-
Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone
Paper β’ 2404.14219 β’ Published β’ 259 -
MiniCPM-V: A GPT-4V Level MLLM on Your Phone
Paper β’ 2408.01800 β’ Published β’ 94 -
SlimLM: An Efficient Small Language Model for On-Device Document Assistance
Paper β’ 2411.09944 β’ Published β’ 12 -
MobileQuant: Mobile-friendly Quantization for On-device Language Models
Paper β’ 2408.13933 β’ Published β’ 16
-
A Survey of Small Language Models
Paper β’ 2410.20011 β’ Published β’ 46 -
MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases
Paper β’ 2402.14905 β’ Published β’ 134 -
HuggingFaceTB/SmolLM2-1.7B-Instruct-GGUF
Text Generation β’ 2B β’ Updated β’ 8.73k β’ 47 -
OpenGVLab/Mini-InternVL-Chat-2B-V1-5
Image-Text-to-Text β’ 2B β’ Updated β’ 4.86k β’ 74