LFM2 700M by unsloth

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LFM2 700M is an open-source language model by unsloth. Features: 700m LLM, VRAM: 1.5GB, Context: 32K, License: other, LLM Explorer Score: 0.22.

  Ar Base model:finetune:liquidai/l...   Base model:liquidai/lfm2-700m   Conversational   De   Edge   En   Endpoints compatible   Es   Fr   Ja   Ko   Lfm2   Liquid   Region:us   Safetensors   Unsloth   Zh

LFM2 700M Benchmarks

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

LFM2 700M Parameters and Internals

LLM NameLFM2 700M
Repository 🤗https://huggingface.co/unsloth/LFM2-700M 
Base Model(s)  LFM2 700M   LiquidAI/LFM2-700M
Model Size700m
Required VRAM1.5 GB
Updated2026-07-06
Maintainerunsloth
Model Typelfm2
Model Files  1.5 GB
Supported Languagesen ar zh fr de ja ko es
Model ArchitectureLfm2ForCausalLM
Licenseother
Context Length32768
Model Max Length32768
Transformers Version4.54.0.dev0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|pad|>
Vocabulary Size65536
Torch Data Typebfloat16

Best Alternatives to LFM2 700M

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Context / RAM
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LFM2 700M125K / 1.5 GB7305112
Luth LFM2 700M125K / 1.5 GB9916
LFM2 700M Unsloth Bnb 4bit32K / 0.7 GB341
Note: green Score (e.g. "73.2") means that the model is better than unsloth/LFM2-700M.

Rank the LFM2 700M 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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Release v20260328a