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Gemma 7B It Bnb 4bit by unsloth

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Gemma 7B It Bnb 4bit Benchmarks

LLME Score: 0.21484
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Gemma 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 7B It Bnb 4bit
Repository 🤗https://huggingface.co/unsloth/gemma-7b-it-bnb-4bit 
Model Size7b
Required VRAM5.6 GB
Updated2024-11-21
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
Gemma 7B It Bnb 4bit (unsloth/gemma-7b-it-bnb-4bit)

Quantized Models of the Gemma 7B It Bnb 4bit

Model
Likes
Downloads
VRAM
Gemma 7B Malayalam Gguf0135 GB

Best Alternatives to Gemma 7B It Bnb 4bit

Best Alternatives
Context / RAM
Downloads
Likes
...t Cleaner Gemma 32k Merged 16b31K / 17.1 GB180
...ruct Malayalam Model Vllm 4bit16K / 5.6 GB220
Codegemma 7B It 8bit8K / 9.5 GB1834
Fbt Gemma 7B8K / 17.1 GB50
Codegemma 7B 4bit8K / 5.9 GB280
Codegemma 7B Bnb 4bit8K / 5.6 GB12191
Codegemma 7B It 4bit8K / 5.9 GB121
Gemma 7B Bnb 4bit8K / 5.6 GB312017
Gemma 1.1 7B It 4bit8K / 5.9 GB124
Diff Codegemma 7B8K / 17.1 GB150
Note: green Score (e.g. "73.2") means that the model is better than unsloth/gemma-7b-it-bnb-4bit.

Rank the Gemma 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 v20241110
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