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MiniMax M2.7 4bit Mxfp4 by mlx-community

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MiniMax M2.7 4bit Mxfp4 is an open-source language model by mlx-community. Features: 228.7b LLM, VRAM: 121.5GB, Context: 192K, License: other, Quantized, LLM Explorer Score: 0.41, ELO: 1404.

  4-bit   4bit Base model:minimaxai/minimax-m... Base model:quantized:minimaxai...   Conversational   Custom code   Minimax m2   Mlx   Quantized   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/mlx-community/MiniMax-M2.7-4bit-mxfp4 

MiniMax M2.7 4bit Mxfp4 Benchmarks

LMSys ELO: 1404 vs 1272 (so35)10.4%
LLME Score: 0.41285
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
MiniMax M2.7 4bit Mxfp4 (mlx-community/MiniMax-M2.7-4bit-mxfp4)

MiniMax M2.7 4bit Mxfp4 Parameters and Internals

LLM NameMiniMax M2.7 4bit Mxfp4
Repository 🤗https://huggingface.co/mlx-community/MiniMax-M2.7-4bit-mxfp4 
Base Model(s)  MiniMaxAI/MiniMax-M2.7   MiniMaxAI/MiniMax-M2.7
Model Size228.7b
Required VRAM121.5 GB
Updated2026-07-12
Maintainermlx-community
Model Typeminimax_m2
Model Files  4.9 GB: 1-of-24   5.2 GB: 2-of-24   5.2 GB: 3-of-24   5.2 GB: 4-of-24   5.2 GB: 5-of-24   5.2 GB: 6-of-24   5.2 GB: 7-of-24   5.2 GB: 8-of-24   5.2 GB: 9-of-24   5.2 GB: 10-of-24   5.2 GB: 11-of-24   5.2 GB: 12-of-24   5.2 GB: 13-of-24   5.2 GB: 14-of-24   5.2 GB: 15-of-24   5.2 GB: 16-of-24   5.2 GB: 17-of-24   5.2 GB: 18-of-24   5.2 GB: 19-of-24   5.2 GB: 20-of-24   5.2 GB: 21-of-24   5.2 GB: 22-of-24   5.2 GB: 23-of-24   2.2 GB: 24-of-24
Quantization Type4bit
Model ArchitectureMiniMaxM2ForCausalLM
Licenseother
Context Length196608
Model Max Length196608
Transformers Version4.46.1
Tokenizer ClassTokenizersBackend
Vocabulary Size200064

Best Alternatives to MiniMax M2.7 4bit Mxfp4

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Context / RAM
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MiniMax M2.7 4bit192K / 128.3 GB7122
MiniMax M2.7 3bit192K / 99.7 GB4554
MiniMax M2.7 8bit Gs32192K / 211.8 GB2492
MiniMax M2.7 5bit192K / 155.8 GB1912
MiniMax M2 Mlx 8bit Gs32192K / 206.5 GB142
MiniMax M2.1 3bit192K / 99.7 GB35295
MiniMax M2.1 4bit192K / 128.3 GB24845
MiniMax M2.1 8bit192K / 217.8 GB22262
MiniMax M2.5 3bit192K / 99.7 GB41211
MiniMax M2.5 4bit192K / 128.3 GB2653

Rank the MiniMax M2.7 4bit Mxfp4 Capabilities

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