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Kimi K2.7 Code 4bit by mlx-community

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Kimi K2.7 Code 4bit is an open-source language model by mlx-community. Features: 1026.4b LLM, VRAM: 142.3GB, Quantized, LLM Explorer Score: 0.35.

  4-bit   4bit   Conversational   Custom code   En   Kimi k25   Mlx   Quantized   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/mlx-community/Kimi-K2.7-Code-4bit 

Kimi K2.7 Code 4bit Benchmarks

LLME Score: 0.34699
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Kimi K2.7 Code 4bit (mlx-community/Kimi-K2.7-Code-4bit)
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Kimi K2.7 Code 4bit Parameters and Internals

LLM NameKimi K2.7 Code 4bit
Repository 🤗https://huggingface.co/mlx-community/Kimi-K2.7-Code-4bit 
Model Size1026.4b
Required VRAM142.3 GB
Updated2026-06-24
Maintainermlx-community
Model Typekimi_k25
Model Files  4.5 GB: 1-of-180   3.5 GB: 2-of-180   3.6 GB: 3-of-180   3.5 GB: 4-of-180   3.5 GB: 5-of-180   3.6 GB: 6-of-180   3.5 GB: 7-of-180   3.5 GB: 8-of-180   3.6 GB: 9-of-180   3.5 GB: 10-of-180   3.5 GB: 11-of-180   3.6 GB: 12-of-180   3.5 GB: 13-of-180   3.5 GB: 14-of-180   3.6 GB: 15-of-180   3.5 GB: 16-of-180   3.5 GB: 17-of-180   3.6 GB: 18-of-180   3.5 GB: 19-of-180   3.5 GB: 20-of-180   3.6 GB: 21-of-180   3.5 GB: 22-of-180   3.5 GB: 23-of-180   3.6 GB: 24-of-180   3.5 GB: 25-of-180   3.5 GB: 26-of-180   3.6 GB: 27-of-180   3.5 GB: 28-of-180   3.5 GB: 29-of-180   3.6 GB: 30-of-180   3.5 GB: 31-of-180   3.5 GB: 32-of-180   3.6 GB: 33-of-180   3.5 GB: 34-of-180   3.5 GB: 35-of-180   3.6 GB: 36-of-180   3.5 GB: 37-of-180   3.5 GB: 38-of-180   3.6 GB: 39-of-180   3.5 GB: 40-of-180
Supported Languagesen
Quantization Type4bit
Model ArchitectureKimiK25ForConditionalGeneration

Best Alternatives to Kimi K2.7 Code 4bit

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Kimi K2.6 Mlx DQ3 K M Q80K / 186 GB1899328
Kimi K2.7 Code Mlx DQ3 K M Q80K / 186 GB14563
Kimi K2.5 Mlx DQ3 K M Q80K / 186 GB7073
Note: green Score (e.g. "73.2") means that the model is better than mlx-community/Kimi-K2.7-Code-4bit.

Rank the Kimi K2.7 Code 4bit 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
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