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LFM2 350M Bf16 by mlx-community

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LFM2 350M Bf16 is an open-source language model by mlx-community. Features: 350m LLM, VRAM: 0.7GB, Context: 125K, License: other, LLM Explorer Score: 0.19.

  Ar Base model:finetune:liquidai/l...   Base model:liquidai/lfm2-350m   Conversational   De   Edge   En   Es   Fr   Ja   Ko   Lfm2   Liquid   Mlx   Region:us   Safetensors   Zh
Model Card on HF 🤗: https://huggingface.co/mlx-community/LFM2-350M-bf16 

LFM2 350M Bf16 Benchmarks

LLME Score: 0.19447
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
LFM2 350M Bf16 (mlx-community/LFM2-350M-bf16)
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LFM2 350M Bf16 Parameters and Internals

LLM NameLFM2 350M Bf16
Repository 🤗https://huggingface.co/mlx-community/LFM2-350M-bf16 
Base Model(s)  LFM2 350M   LiquidAI/LFM2-350M
Model Size350m
Required VRAM0.7 GB
Updated2026-07-01
Maintainermlx-community
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

Best Alternatives to LFM2 350M Bf16

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Context / RAM
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LFM2.5 350M125K / 0.7 GB74543356
LFM2.5 350M Base125K / 0.7 GB2910420
LiquidAI LFM2.5 350M SYNTH125K / 0.7 GB2221
LFM2 350M125K / 0.7 GB14521249
LFM2.5 350M ONNX125K /  GB7594
LFM2.5 350M SFT Fable5 Glint125K / 0.7 GB250
LFM2 350M CPT125K / 0.7 GB6320
....5 350M Home Assistant Sft V13125K / 0.7 GB1000
... Function Calling XLAM Unsloth125K / 0.7 GB1290
....5 350M Tool Calling Merged V2125K / 0.7 GB630
Note: green Score (e.g. "73.2") means that the model is better than mlx-community/LFM2-350M-bf16.

Rank the LFM2 350M Bf16 Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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