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Gemma 1.1 7B It Bnb 4bit by unsloth

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Model Card on HF 🤗: https://huggingface.co/unsloth/gemma-1.1-7b-it-bnb-4bit 

Gemma 1.1 7B It Bnb 4bit Benchmarks

LLME Score: 0.18067
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 7B It Bnb 4bit (unsloth/gemma-1.1-7b-it-bnb-4bit)

Gemma 1.1 7B It Bnb 4bit Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
research, commercial applications
Applications:
text generation, finetuning experiments
Primary Use Cases:
finetuning models with reduced memory and increased speed
Considerations:
Designed to be used with specific modification and fine-tuning tools.
Additional Notes 
The model can be exported to GGUF, vLLM, or uploaded to Hugging Face.
LLM NameGemma 1.1 7B It Bnb 4bit
Repository 🤗https://huggingface.co/unsloth/gemma-1.1-7b-it-bnb-4bit 
Model Size7b
Required VRAM5.6 GB
Updated2025-02-22
Maintainerunsloth
Model Typegemma
Model Files  5.6 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 7B It Bnb 4bit

Model
Likes
Downloads
VRAM
Gemma 7B Us Minecraft01170 GB

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Codegemma 7B 4bit8K / 5.9 GB890
Codegemma 7B It 4bit8K / 5.9 GB851
Note: green Score (e.g. "73.2") means that the model is better than unsloth/gemma-1.1-7b-it-bnb-4bit.

Rank the Gemma 1.1 7B 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 v20241227
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