Gemma 1.1 2B It Bnb 4bit by unsloth

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Gemma 1.1 2B It Bnb 4bit Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Gemma 1.1 2B It Bnb 4bit Parameters and Internals

LLM NameGemma 1.1 2B It Bnb 4bit
Repository ๐Ÿค—https://huggingface.co/unsloth/gemma-1.1-2b-it-bnb-4bit 
Model Size2b
Required VRAM2.1 GB
Updated2024-10-17
Maintainerunsloth
Model Typegemma
Model Files  2.1 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureGemmaForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.44.2
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size256000
Torch Data Typebfloat16
Gemma 1.1 2B It Bnb 4bit (unsloth/gemma-1.1-2b-it-bnb-4bit)

Quantized Models of the Gemma 1.1 2B It Bnb 4bit

Model
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VRAM
Vi Gemma 2B RAG117645 GB
Jenna V3 QGemma 2B055 GB
Jenna V2055 GB

Best Alternatives to Gemma 1.1 2B It Bnb 4bit

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Vi Gemma 2B RAG8K / 5.1 GB76411
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Gemma 2B Bnb 4bit8K / 2.1 GB483515
My AwesomeFinance Model8K / 2.1 GB50
Codegemma 2B Bnb 4bit8K / 2.1 GB10470
... 2.8 Gemma 2B HQQ 4bit Smashed8K / 2.1 GB60
... 2.8 Gemma 2B HQQ 1bit Smashed8K / 1.3 GB50
... 2.8 Gemma 2B HQQ 2bit Smashed8K / 1.6 GB50
Emo AI 3B8K / 5.1 GB11
Jenna V3 QGemma 2B8K / 5.1 GB50
Note: green Score (e.g. "73.2") means that the model is better than unsloth/gemma-1.1-2b-it-bnb-4bit.

Rank the Gemma 1.1 2B It Bnb 4bit Capabilities

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