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Gemma 2B Bnb 4bit by unsloth

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Gemma 2B Bnb 4bit Benchmarks

LLME Score: 0.25147
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Gemma 2B Bnb 4bit Parameters and Internals

LLM NameGemma 2B Bnb 4bit
Repository 🤗https://huggingface.co/unsloth/gemma-2b-bnb-4bit 
Model Size2b
Required VRAM2.1 GB
Updated2024-09-07
Maintainerunsloth
Model Typegemma
Model Files  2.1 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureGemmaForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.39.0.dev0
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size256000
Torch Data Typebfloat16
Gemma 2B Bnb 4bit (unsloth/gemma-2b-bnb-4bit)

Quantized Models of the Gemma 2B Bnb 4bit

Model
Likes
Downloads
VRAM
Jenna Gemma V01 Gguf 16bit0425 GB
Emo AI 3B155 GB
Jenna Gemma V01 Gguf 8bit1112 GB
Jenna Gemma V01 Gguf Q40111 GB
Test Model062 GB
PRIME DeCyphers Final145 GB
Gemma 2B Malayalam Gguf1291 GB
Mode Gemma0112 GB
Gemma 2B Malayalam Merged155 GB
Gemma2bVinhntV010385 GB

Best Alternatives to Gemma 2B Bnb 4bit

Best Alternatives
Context / RAM
Downloads
Likes
Vi Gemma 2B RAG8K / 5.1 GB81911
Gemma 1.1 2B It Bnb 4bit8K / 2.1 GB12074
Gemma 2B It Bnb 4bit8K / 2.1 GB317117
My AwesomeFinance Model8K / 2.1 GB50
... 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 GB51
Gemma 2B Sentiment8K / 5.1 GB130
Jenna V3 QGemma 2B8K / 5.1 GB60
Note: green Score (e.g. "73.2") means that the model is better than unsloth/gemma-2b-bnb-4bit.

Rank the Gemma 2B Bnb 4bit Capabilities

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