Mistral 7B V0.2 Bnb 4bit by unsloth

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

Mistral 7B V0.2 Bnb 4bit Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mistral 7B V0.2 Bnb 4bit (unsloth/mistral-7b-v0.2-bnb-4bit)

Mistral 7B V0.2 Bnb 4bit Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
research, commercial applications
Additional Notes 
Unsloth allows for quantized 4bit model directly with bitsandbytes, optimizing the use of resources.
LLM NameMistral 7B V0.2 Bnb 4bit
Repository ๐Ÿค—https://huggingface.co/unsloth/mistral-7b-v0.2-bnb-4bit 
Model Size7b
Required VRAM4.1 GB
Updated2025-01-15
Maintainerunsloth
Model Typemistral
Model Files  4.1 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.44.2
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than unsloth/mistral-7b-v0.2-bnb-4bit.

Rank the Mistral 7B V0.2 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