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 (unsloth/gemma-1.1-2b-it-bnb-4bit)

Gemma 1.1 2B It 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 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
Updated2024-12-22
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 1.1 2B It Bnb 4bit

Model
Likes
Downloads
VRAM
Vi Gemma 2B RAG138915 GB
Jenna V3 QGemma 2B0125 GB
Jenna V20125 GB

Best Alternatives to Gemma 1.1 2B It Bnb 4bit

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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 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-1.1-2b-it-bnb-4bit.

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