LFM2 350M by LiquidAI

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  Arxiv:2511.23404   Ar   Conversational   De   Edge   En   Endpoints compatible   Es   Fr   Ja   Ko   Lfm2   Liquid   Region:us   Safetensors   Zh
Model Card on HF ๐Ÿค—: https://huggingface.co/LiquidAI/LFM2-350M 

LFM2 350M Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
LFM2 350M (LiquidAI/LFM2-350M)
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LFM2 350M Parameters and Internals

LLM NameLFM2 350M
Repository ๐Ÿค—https://huggingface.co/LiquidAI/LFM2-350M 
Model Size350m
Required VRAM0.7 GB
Updated2025-12-12
MaintainerLiquidAI
Model Typelfm2
Model Files  0.7 GB
Supported Languagesen ar zh fr de ja ko es
Model ArchitectureLfm2ForCausalLM
Licenseother
Context Length128000
Model Max Length128000
Transformers Version4.54.0.dev0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|pad|>
Vocabulary Size65536
Torch Data Typebfloat16

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Rank the LFM2 350M 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 v20241124