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Gemma 2B It Q by operablepattern

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  Autotrain compatible   Endpoints compatible   Gemma   Gguf   Q4   Quantized   Region:us

Gemma 2B It Q Benchmarks

ARC: 43.94 vs 96.7 (so35)-54.6%
HellaSwag: 62.71 vs 95.3 (gpt4)-34.2%
MMLU: 37.68 vs 88.3 (so35)-57.3%
TruthfulQA: 45.85 vs 59 (gpt4)-22.3%
WinoGrande: 61.01 vs 87.5 (gpt4)-30.3%
GSM8K: 5.46 vs 96.4 (so35)-94.3%
LLME Score: 0.23465
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Gemma 2B It Q Parameters and Internals

LLM NameGemma 2B It Q
Repository 🤗https://huggingface.co/operablepattern/gemma-2b-it-Q 
Base Model(s)  Ft Google Gemma 2B It Qlora   ALBADDAWI/ft-google-gemma-2b-it-qlora
Model Size2b
Required VRAM1.6 GB
Updated2024-09-16
Maintaineroperablepattern
Model Typegemma
Model Files  1.6 GB   1.8 GB
GGUF QuantizationYes
Quantization Typegguf|q4|q4_k|q5_k
Model ArchitectureGemmaForCausalLM
Licenseother
Context Length8192
Model Max Length8192
Transformers Version4.38.0.dev0
Vocabulary Size256000
Torch Data Typebfloat16
Gemma 2B It Q (operablepattern/gemma-2b-it-Q)

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

Rank the Gemma 2B It Q 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 v2024072803
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