LFM2.5 350M by LiquidAI

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

  Arxiv:2511.23404   Ar Base model:finetune:liquidai/l... Base model:liquidai/lfm2.5-350...   Conversational   De   Edge   En   Endpoints compatible   Es   Eval-results   Fr   Ja   Ko   Lfm2   Lfm2.5   Liquid   Pt   Region:us   Safetensors   Zh
Model Card on HF ๐Ÿค—: https://huggingface.co/LiquidAI/LFM2.5-350M 
LFM2.5 350M (LiquidAI/LFM2.5-350M)
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LFM2.5 350M Parameters and Internals

LLM NameLFM2.5 350M
Repository ๐Ÿค—https://huggingface.co/LiquidAI/LFM2.5-350M 
Base Model(s)  LiquidAI/LFM2.5-350M-Base   LiquidAI/LFM2.5-350M-Base
Model Size350m
Required VRAM0.7 GB
Updated2026-04-01
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 350M Base125K / 0.7 GB05
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LFM2.5 350M ONNX125K /  GB2642
LFM2 350M32K / 0.7 GB27744
LFM2 350M 8bit125K / 0.4 GB13044
LFM2 350M 4bit125K / 0.2 GB11686
Kulyk En Uk125K / 0.4 GB215
Note: green Score (e.g. "73.2") means that the model is better than LiquidAI/LFM2.5-350M.

Rank the LFM2.5 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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Release v20260328a