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Gemma 2B Bnb 4bit by unsloth

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

Gemma 2B Bnb 4bit Benchmarks

LLME Score: 0.21612
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 (unsloth/gemma-2b-bnb-4bit)

Gemma 2B Bnb 4bit Parameters and Internals

Model Type 
transformers
Additional Notes 
Fine-tuning models can be done using Google Colab notebooks for free.
Input Output 
Accepted Modalities:
text
LLM NameGemma 2B Bnb 4bit
Repository 🤗https://huggingface.co/unsloth/gemma-2b-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 Bnb 4bit

Model
Likes
Downloads
VRAM
... 2B It Hermes Function Calling0215 GB
Emo AI 3B1125 GB
Jenna Gemma V01 Gguf 16bit0155 GB
Jenna Gemma V01 Gguf 8bit192 GB
Test Model0272 GB
Jenna Gemma V01 Gguf Q4061 GB
PRIME DeCyphers Final1215 GB
Gemma 2B Malayalam Merged1125 GB
Mode Gemma0122 GB
Gemma 2B Malayalam Gguf1201 GB

Best Alternatives to Gemma 2B Bnb 4bit

Best Alternatives
Context / RAM
Downloads
Likes
Vi Gemma 2B RAG8K / 5.1 GB89113
... 2B It Hermes Function Calling8K / 5.1 GB210
Gemma 1.1 2B It Bnb 4bit8K / 2.1 GB12654
Gemma 2B It Bnb 4bit8K / 2.1 GB186918
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-bnb-4bit.

Rank the Gemma 2B Bnb 4bit Capabilities

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217
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