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Gemma 2 27B It Bnb 4bit by unsloth

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Gemma 2 27B It Bnb 4bit Benchmarks

LLME Score: 0.30157
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 Bnb 4bit Parameters and Internals

LLM NameGemma 2 27B It Bnb 4bit
Repository 🤗https://huggingface.co/unsloth/gemma-2-27b-it-bnb-4bit 
Model Size27b
Required VRAM15.8 GB
Updated2024-09-08
Maintainerunsloth
Model Typegemma2
Model Files  7.9 GB: 1-of-2   7.9 GB: 2-of-2
Supported Languagesen
Quantization Type4bit
Model ArchitectureGemma2ForCausalLM
Licensegemma
Context Length8192
Model Max Length8192
Transformers Version4.43.0.dev0
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size256000
Torch Data Typebfloat16
Gemma 2 27B It Bnb 4bit (unsloth/gemma-2-27b-it-bnb-4bit)

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Gemma 2 27B Bnb 4bit8K / 15.8 GB42399
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Gemma 2 27B It 8bit8K / 28.8 GB3910
Gemma 2 27B It 4bit8K / 15.8 GB263
Gemma 2 27B 8bit8K / 28.8 GB172
Gemma 2 27B 4bit8K / 15.3 GB210
Gemma 2 27B It8K / 54.7 GB148028306
Gemma 2 27B8K / 108.3 GB78658126
Gemma 2 27B Chinese Chat8K / 54.7 GB303360
Note: green Score (e.g. "73.2") means that the model is better than unsloth/gemma-2-27b-it-bnb-4bit.

Rank the Gemma 2 27B It Bnb 4bit Capabilities

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803
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