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LFM2.5 350M Base by LiquidAI

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LFM2.5 350M Base is an open-source language model by LiquidAI. Features: 350m LLM, VRAM: 0.7GB, Context: 125K, License: other, LLM Explorer Score: 0.35.

  Arxiv:2511.23404   Ar   Conversational   De   Edge   En   Endpoints compatible   Es   Fr   Ja   Ko   Lfm2   Lfm2.5   Liquid   Pt   Region:us   Safetensors   Zh
Model Card on HF 🤗: https://huggingface.co/LiquidAI/LFM2.5-350M-Base 

LFM2.5 350M Base Benchmarks

LLME Score: 0.35447
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
LFM2.5 350M Base (LiquidAI/LFM2.5-350M-Base)
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LFM2.5 350M Base Parameters and Internals

LLM NameLFM2.5 350M Base
Repository 🤗https://huggingface.co/LiquidAI/LFM2.5-350M-Base 
Model Size350m
Required VRAM0.7 GB
Updated2026-04-11
MaintainerLiquidAI
Model Typelfm2
Model Files  0.7 GB
Supported Languagesen ar zh fr de ja ko es pt
Model ArchitectureLfm2ForCausalLM
Licenseother
Context Length128000
Model Max Length128000
Transformers Version5.0.0rc1
Tokenizer ClassTokenizersBackend
Padding Token<|pad|>
Vocabulary Size65536

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LFM2.5 350M125K / 0.7 GB28118264
LFM2.5 350M ONNX125K /  GB18424
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LFM2 350M CPT125K / 0.7 GB5480
LFM2 350M125K / 0.7 GB23257188
LFM2 350M ENJP MT125K / 0.7 GB93387
Luth LFM2 350M125K / 0.7 GB25115
LFM2 350M32K / 0.7 GB29954
...to Cleanup Lfm25 350M Mlx 5bit125K / 0.2 GB5962
LFM2 350M 8bit125K / 0.4 GB16004
Note: green Score (e.g. "73.2") means that the model is better than LiquidAI/LFM2.5-350M-Base.

Rank the LFM2.5 350M Base 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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