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LFM2 8B A1B 6bit MLX by mlx-community

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LFM2 8B A1B 6bit MLX is an open-source language model by mlx-community. Features: 8b LLM, VRAM: 7.3GB, Context: 125K, License: other, Quantized, LLM Explorer Score: 0.21.

  6-bit   6bit   Apple-silicon Base model:liquidai/lfm2-8b-a1... Base model:quantized:liquidai/...   Coding   Conversational   Custom code   En   Instruct   Lfm2   Lfm2 moe   Liquidai   Long-context   Mixture of expert   Mlx   Quantized   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/mlx-community/LFM2-8B-A1B-6bit-MLX 

LFM2 8B A1B 6bit MLX Benchmarks

LLME Score: 0.20933
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
LFM2 8B A1B 6bit MLX (mlx-community/LFM2-8B-A1B-6bit-MLX)
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LFM2 8B A1B 6bit MLX Parameters and Internals

LLM NameLFM2 8B A1B 6bit MLX
Repository 🤗https://huggingface.co/mlx-community/LFM2-8B-A1B-6bit-MLX 
Base Model(s)  LFM2 8B A1B   LiquidAI/LFM2-8B-A1B
Model Size8b
Required VRAM7.3 GB
Updated2026-07-01
Maintainermlx-community
Model Typelfm2_moe
Model Files  5.4 GB: 1-of-2   1.9 GB: 2-of-2
Supported Languagesen
Quantization Type6bit
Model ArchitectureLfm2MoeForCausalLM
Licenseother
Context Length128000
Model Max Length128000
Transformers Version4.56.1
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|pad|>
Vocabulary Size65536

Best Alternatives to LFM2 8B A1B 6bit MLX

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Context / RAM
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LFM2.5 8B A1B MLX 8bit125K / 9 GB5344
LFM2 8B A1B 4bit125K / 5.2 GB51410
LFM2 8B A1B 8bit MLX125K / 9.4 GB967
LFM2 8B A1B 3bit MLX125K / 4.2 GB972
LFM2 8B A1B Fp16125K / 33.2 GB252
LFM2 8B A1B 8bit125K / 9.4 GB153
LFM2.5 8B A1B125K / 16.9 GB164651652
...inal ToolBench Full SFT 1Epoch125K / 16.9 GB88672
LFM2 8B A1B125K / 16.7 GB48769366
LFM2.5 8B A1B Opus Distil125K / 16.9 GB7935
Note: green Score (e.g. "73.2") means that the model is better than mlx-community/LFM2-8B-A1B-6bit-MLX.

Rank the LFM2 8B A1B 6bit MLX 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  
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Multi-Language Support and Translation  

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