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LFM2 2.6B Exp by unsloth

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LFM2 2.6B Exp is an open-source language model by unsloth. Features: 2.6b LLM, VRAM: 5.1GB, Context: 125K, License: other, LLM Explorer Score: 0.25.

  Arxiv:2511.23404   Ar Base model:finetune:liquidai/l... Base model:liquidai/lfm2-2.6b-...   Conversational   De   Edge   En   Endpoints compatible   Es   Fr   Ja   Ko   Lfm2   Liquid   Region:us   Safetensors   Sharded   Tensorflow   Unsloth   Zh
Model Card on HF 🤗: https://huggingface.co/unsloth/LFM2-2.6B-Exp 

LFM2 2.6B Exp Benchmarks

LLME Score: 0.24759
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
LFM2 2.6B Exp (unsloth/LFM2-2.6B-Exp)
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LFM2 2.6B Exp Parameters and Internals

LLM NameLFM2 2.6B Exp
Repository 🤗https://huggingface.co/unsloth/LFM2-2.6B-Exp 
Base Model(s)  LiquidAI/LFM2-2.6B-Exp   LiquidAI/LFM2-2.6B-Exp
Model Size2.6b
Required VRAM5.1 GB
Updated2026-03-29
Maintainerunsloth
Model Typelfm2
Model Files  5.0 GB: 1-of-2   0.1 GB: 2-of-2
Supported Languagesen ar zh fr de ja ko es
Model ArchitectureLfm2ForCausalLM
Licenseother
Context Length128000
Model Max Length128000
Transformers Version4.57.3
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|pad|>
Vocabulary Size65536
Torch Data Typebfloat16

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LFM2 2.6B Exp125K / 5.1 GB25263334
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LFM2 2.6B125K / 5.1 GB8996182
LFM2 2.6B Exp 8bit125K / 2.7 GB4952
Note: green Score (e.g. "73.2") means that the model is better than unsloth/LFM2-2.6B-Exp.

Rank the LFM2 2.6B Exp 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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