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Llama 2 7B Bnb 4bit by unsloth

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  4-bit   4bit   Autotrain compatible   Bitsandbytes   En   Endpoints compatible   Llama   Llama2   Quantized   Region:us   Safetensors   Unsloth
Model Card on HF 🤗: https://huggingface.co/unsloth/llama-2-7b-bnb-4bit 

Llama 2 7B Bnb 4bit Benchmarks

LLME Score: 0.18998
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 2 7B Bnb 4bit (unsloth/llama-2-7b-bnb-4bit)

Llama 2 7B Bnb 4bit Parameters and Internals

Model Type 
text generation
Additional Notes 
This model uses quantized 4-bit technology for faster computation and reduced memory usage through 'bitsandbytes'.
LLM NameLlama 2 7B Bnb 4bit
Repository 🤗https://huggingface.co/unsloth/llama-2-7b-bnb-4bit 
Model Size7b
Required VRAM3.9 GB
Updated2025-02-22
Maintainerunsloth
Model Typellama
Model Files  3.9 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.44.2
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16

Quantized Models of the Llama 2 7B Bnb 4bit

Model
Likes
Downloads
VRAM
MediSight LLM 4bit0853 GB
...Generator For Emotion Chat Bot0443 GB
Unsloth Model 4bit0773 GB
HyperAutoGGUF Q4054 GB
Refined Llama3060 GB
CompletionLlama2GGUF054 GB
OrpoLlama 2 7B0194 GB
...inetune Alpaca Unsloth Minimal1613 GB
Gumzo Llama 000280 GB

Best Alternatives to Llama 2 7B Bnb 4bit

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Mistral 7B OP U1k Ver0.632K / 14.4 GB20120

Rank the Llama 2 7B 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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