Gemma 1.1 7B It by unsloth

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Model Card on HF ๐Ÿค—: https://huggingface.co/unsloth/gemma-1.1-7b-it 

Gemma 1.1 7B It 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 7B It (unsloth/gemma-1.1-7b-it)

Gemma 1.1 7B It 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
Repository ๐Ÿค—https://huggingface.co/unsloth/gemma-1.1-7b-it 
Model Size7b
Required VRAM17 GB
Updated2025-02-22
Maintainerunsloth
Model Typegemma
Model Files  5.8 GB: 1-of-3   5.9 GB: 2-of-3   5.3 GB: 3-of-3
Supported Languagesen
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

Model
Likes
Downloads
VRAM
Gemma 1.1 7B It GPTQ1777 GB
Gemma 1.1 7B It 4bit4855 GB
Gemma 1.1 7B It AWQ0777 GB
Gemma 1.1 7B It 4bit1765 GB
Gemma 1.1 7B It GGUF1445 GB

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...emma 7B Sft Ultrachat SafeRLHF8K / 17.1 GB60
Note: green Score (e.g. "73.2") means that the model is better than unsloth/gemma-1.1-7b-it.

Rank the Gemma 1.1 7B It 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