MobileLLM 600M by facebook

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  Arxiv:2402.14905   Autotrain compatible   Custom code   Mobilellm   Pytorch   Region:us   Safetensors

MobileLLM 600M Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

MobileLLM 600M Parameters and Internals

LLM NameMobileLLM 600M
Repository ๐Ÿค—https://huggingface.co/facebook/MobileLLM-600M 
Model Size600m
Required VRAM1.3 GB
Updated2024-11-06
Maintainerfacebook
Model Typemobilellm
Model Files  1.3 GB   1.3 GB
Model ArchitectureMobileLLMForCausalLM
Licensecc-by-nc-4.0
Context Length2048
Model Max Length2048
Transformers Version4.41.2
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typefloat16
MobileLLM 600M (facebook/MobileLLM-600M)

Rank the MobileLLM 600M Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803