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Gemma 2 27B It 4bit by mlx-community

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  4bit   Autotrain compatible   Conversational   Endpoints compatible   Gemma2   Mlx   Quantized   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/mlx-community/gemma-2-27b-it-4bit 

Gemma 2 27B It 4bit Benchmarks

LLME Score: 0.16477
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Gemma 2 27B It 4bit (mlx-community/gemma-2-27b-it-4bit)
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Gemma 2 27B It 4bit Parameters and Internals

Model Type 
text-generation
Additional Notes 
Model was converted to MLX format using mlx-lm version 0.15.0.
LLM NameGemma 2 27B It 4bit
Repository 🤗https://huggingface.co/mlx-community/gemma-2-27b-it-4bit 
Model Size27b
Required VRAM15.3 GB
Updated2025-10-30
Maintainermlx-community
Model Typegemma2
Model Files  5.3 GB: 1-of-3   5.3 GB: 2-of-3   4.7 GB: 3-of-3
Quantization Type4bit
Model ArchitectureGemma2ForCausalLM
Licensegemma
Context Length8192
Model Max Length8192
Transformers Version4.42.0.dev0
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size256000
Torch Data Typebfloat16

Best Alternatives to Gemma 2 27B It 4bit

Best Alternatives
Context / RAM
Downloads
Likes
Gemma2 Mixed Therapy Ft8K / 15.8 GB32
Gemma 2 27B It Bnb 4bit8K / 15.8 GB120312
Gemma 2 27B Bnb 4bit8K / 15.8 GB86113
GEMMA2 27B NLI 16bit8K / 54.7 GB50
Gemma 2 27B It 8bit8K / 28.8 GB9110
Gemma 2 27B It 4bit8K / 15.8 GB63
Gemma 2 27B 8bit8K / 28.8 GB152
Gemma 2 27B 4bit8K / 15.3 GB110
ATOMIS32K / 66 GB65
SystemGemma2 27B It32K / 54.7 GB961
Note: green Score (e.g. "73.2") means that the model is better than mlx-community/gemma-2-27b-it-4bit.

Rank the Gemma 2 27B It 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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