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Gemma 2B It Bnb 4bit by unsloth

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Model Card on HF 🤗: https://huggingface.co/unsloth/gemma-2b-it-bnb-4bit 

Gemma 2B It Bnb 4bit Benchmarks

LLME Score: 0.20889
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 Bnb 4bit (unsloth/gemma-2b-it-bnb-4bit)

Gemma 2B It Bnb 4bit Parameters and Internals

Model Type 
text-classification
Additional Notes 
Unsloth allows finetuning Mistral, Gemma, and Llama models faster and with reduced memory usage.
LLM NameGemma 2B It Bnb 4bit
Repository 🤗https://huggingface.co/unsloth/gemma-2b-it-bnb-4bit 
Model Size2b
Required VRAM2.1 GB
Updated2024-12-22
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

Quantized Models of the Gemma 2B It Bnb 4bit

Model
Likes
Downloads
VRAM
Hellfire 2B127090 GB
...og Summerizer Gemma 2B It 4bit0100 GB
Gemma 2B Sentiment0135 GB
...ma 2B It Bnb 4bit Merged 16bit0129 GB
Gemma 2B FT 500 Orca Maths0155 GB
Gemma 2B It Bnb 4bit Gguf F16085 GB
...mma 2B It Bnb 4bit Gguf Q5 K M070 GB
Gemma 2B It Bnb 4bit Gguf Q8 0060 GB
...It Bnb 4bit Merged 4bit Forced052 GB
...mma 2B It Bnb 4bit Gguf Q4 K M050 GB

Best Alternatives to Gemma 2B It Bnb 4bit

Best Alternatives
Context / RAM
Downloads
Likes
Vi Gemma 2B RAG8K / 5.1 GB89113
... 2B It Hermes Function Calling8K / 5.1 GB210
Gemma 2B Bnb 4bit8K / 2.1 GB334015
Gemma 1.1 2B It Bnb 4bit8K / 2.1 GB12654
My AwesomeFinance Model8K / 2.1 GB130
... 2.8 Gemma 2B HQQ 1bit Smashed8K / 1.3 GB120
... 2.8 Gemma 2B HQQ 4bit Smashed8K / 2.1 GB120
... 2.8 Gemma 2B HQQ 2bit Smashed8K / 1.6 GB110
Emo AI 3B8K / 5.1 GB121
Jenna V3 QGemma 2B8K / 5.1 GB120
Note: green Score (e.g. "73.2") means that the model is better than unsloth/gemma-2b-it-bnb-4bit.

Rank the Gemma 2B It Bnb 4bit 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 v20241217
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