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Gemma 2 2B It Bnb 4bit by unsloth

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Gemma 2 2B It Bnb 4bit Benchmarks

MMLU Pro: 13.87
GPQA: 4.14
MUSR: 12.85
BBH: 13.21
IFEval: 46.21 vs 88 (so35)-47.5%
MATH Lvl 5: 0.3
LLME Score: 0.3854
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Gemma 2 2B It Bnb 4bit Parameters and Internals

LLM NameGemma 2 2B It Bnb 4bit
Repository 🤗https://huggingface.co/unsloth/gemma-2-2b-it-bnb-4bit 
Model Size2b
Required VRAM2.2 GB
Updated2024-09-20
Maintainerunsloth
Model Typegemma2
Model Files  2.2 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureGemma2ForCausalLM
Licensegemma
Context Length8192
Model Max Length8192
Transformers Version4.43.3
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size256000
Torch Data Typebfloat16
Gemma 2 2B It Bnb 4bit (unsloth/gemma-2-2b-it-bnb-4bit)

Quantized Models of the Gemma 2 2B It Bnb 4bit

Model
Likes
Downloads
VRAM
Athena Gemma 2 2B It Philos0335 GB
Vi Gemma 2 2B Function Calling51175 GB
Gemma2 2B It Codealpaca0125 GB

Best Alternatives to Gemma 2 2B It Bnb 4bit

Best Alternatives
Context / RAM
Downloads
Likes
Gemma 2 2B Bnb 4bit8K / 2.2 GB141776
Gemma 2 2B 4bit8K / 2.2 GB1670
Athena Gemma 2 2B It Philos8K / 5.2 GB330
Vi Gemma 2 2B Function Calling8K / 5.2 GB1175
Gemma 2 2B It 8bit8K / 2.8 GB592
Gemma 2 2B 4bit8K / 1.5 GB253
Gemma2 2B It Codealpaca8K / 5.2 GB120
Gemma 2 2B It8K / 5.2 GB401706553
Gemma 2 2B8K / 10.5 GB361840337
SauerkrautLM Gemma 2 2B It8K / 5.2 GB29885
Note: green Score (e.g. "73.2") means that the model is better than unsloth/gemma-2-2b-it-bnb-4bit.

Rank the Gemma 2 2B It Bnb 4bit Capabilities

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