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Gemma 2 27B It GGUF by gaianet

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  Autotrain compatible Base model:google/gemma-2-27b-... Base model:quantized:google/ge...   Conversational   Fp16   Gemma2   Gguf   Q2   Quantized   Region:us
Model Card on HF 🤗: https://huggingface.co/gaianet/gemma-2-27b-it-GGUF 

Gemma 2 27B It GGUF Benchmarks

LLME Score: 0.16157
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 GGUF (gaianet/gemma-2-27b-it-GGUF)
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Gemma 2 27B It GGUF Parameters and Internals

Model Type 
text generation
Additional Notes 
Quantized with llama.cpp b3259.
Input Output 
Input Format:
gemma-instruct
LLM NameGemma 2 27B It GGUF
Repository 🤗https://huggingface.co/gaianet/gemma-2-27b-it-GGUF 
Model Namegemma-2-27b-it
Model CreatorGoogle
Base Model(s)  Gemma 2 27B It   google/gemma-2-27b-it
Model Size27b
Required VRAM10.4 GB
Updated2025-09-23
Maintainergaianet
Model Typegemma2
Model Files  10.4 GB   14.5 GB   13.4 GB   12.2 GB   15.6 GB   16.6 GB   15.7 GB   18.9 GB   19.4 GB   18.9 GB   22.3 GB   28.9 GB   29.9 GB: 1-of-2   24.6 GB: 2-of-2
GGUF QuantizationYes
Quantization Typefp16|gguf|q2|q4_k|q5_k
Model ArchitectureGemma2ForCausalLM
Licensegemma
Context Length8192
Model Max Length8192
Transformers Version4.42.0.dev0
Vocabulary Size256000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than gaianet/gemma-2-27b-it-GGUF.

Rank the Gemma 2 27B It GGUF 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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