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Gemma 7B Bnb 4bit by unsloth

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  4-bit   4bit   Autotrain compatible   Bitsandbytes   Bnb   En   Endpoints compatible   Gemma   Gemma-7b   Quantized   Region:us   Safetensors   Unsloth

Gemma 7B Bnb 4bit Benchmarks

LLME Score: 0.21496
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Gemma 7B 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 Bnb 4bit
Repository 🤗https://huggingface.co/unsloth/gemma-7b-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 Bnb 4bit (unsloth/gemma-7b-bnb-4bit)

Quantized Models of the Gemma 7B Bnb 4bit

Model
Likes
Downloads
VRAM
...t Cleaner Gemma 32k Merged 16b01817 GB
Model01317 GB
Gemma 7B Bnb 4bit Q4 K M0155 GB
Gemma 7B Bnb 4bit01717 GB
...B Malayalam T2 Model Vllm 4bit0215 GB
Gemma 7B Malayalam T2 Gguf0125 GB
... 4bit Lecture Summarizer Model01517 GB
...ruct Malayalam Model Vllm 4bit0225 GB
...Alpaca Instruct Malayalam Gguf0125 GB
Lora Model100 GB

Best Alternatives to Gemma 7B 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 It Bnb 4bit8K / 5.6 GB332713
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-bnb-4bit.

Rank the Gemma 7B Bnb 4bit Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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