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Gemma 2 9B It Bnb 4bit by leliuga

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Gemma 2 9B It Bnb 4bit is an open-source language model by leliuga. Features: 9b LLM, VRAM: 6.1GB, Context: 8K, License: other, Quantized, LLM Explorer Score: 0.14.

  4-bit   4bit Base model:google/gemma-2-9b-i... Base model:quantized:google/ge...   Bitsandbytes   Conversational   Gemma   Gemma2   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/leliuga/gemma-2-9b-it-bnb-4bit 

Gemma 2 9B It Bnb 4bit Benchmarks

LLME Score: 0.13634
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Gemma 2 9B It Bnb 4bit (leliuga/gemma-2-9b-it-bnb-4bit)
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Gemma 2 9B It Bnb 4bit Parameters and Internals

Model Type 
text-generation
Additional Notes 
This model is a 4bit quantized version using bitsandbytes. It's designed for fine-tuning. The PAD token is set as an empty string.
LLM NameGemma 2 9B It Bnb 4bit
Repository 🤗https://huggingface.co/leliuga/gemma-2-9b-it-bnb-4bit 
Model Namegemma-2-9b-it
Model CreatorGoogle
Base Model(s)  Gemma 2 9B It   google/gemma-2-9b-it
Model Size9b
Required VRAM6.1 GB
Updated2026-05-30
Maintainerleliuga
Model Typegemma2
Model Files  6.1 GB
Quantization Type4bit
Model ArchitectureGemma2ForCausalLM
Licenseother
Context Length8192
Model Max Length8192
Transformers Version4.42.2
Tokenizer ClassGemmaTokenizer
Padding Token<unk>
Vocabulary Size256000
Torch Data Typebfloat16

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Context / RAM
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GWQ 9B Preview8K / 18.6 GB253
Gemma 2 9B 8bit8K / 9.8 GB1949
Gemma 2 9B 4bit8K / 5.2 GB1722
Gemma 2 9B It Bnb 4bit8K / 6.1 GB1775932
SASTRI 1 9B8K / 6.1 GB70
Gemma 2 9B Bnb 4bit8K / 6.1 GB1038631
Gemma 2 9B It Finance8K / 18.6 GB50
Athena Gemma 2 2B It8K / 23.8 GB02
Gemma 2 9B It 4bit8K / 5.2 GB142472
Gemma 2 9B It Ko RAG Bnb 4bit8K / 6.1 GB1550
Note: green Score (e.g. "73.2") means that the model is better than leliuga/gemma-2-9b-it-bnb-4bit.

Rank the Gemma 2 9B 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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