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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
Model Card on HF 🤗: https://huggingface.co/unsloth/mistral-7b-v0.2-bnb-4bit 

Mistral 7B V0.2 Bnb 4bit Benchmarks

LLME Score: 0.16984
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
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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 🤗https://huggingface.co/unsloth/mistral-7b-v0.2-bnb-4bit 
Model Size7b
Required VRAM4.1 GB
Updated2025-06-09
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
Mistral 7B V0.2 Bnb 4bit (unsloth/mistral-7b-v0.2-bnb-4bit)

Quantized Models of the Mistral 7B V0.2 Bnb 4bit

Model
Likes
Downloads
VRAM
Mistralbasket10150 GB
...istral RealworldQA V0.2 7B SFT16414 GB
...l RealworldQA V0.2 7B SFT GGUF1127 GB
CompliAI FullModel1 GGUF0125 GB
H4na 7B V0.1 Guff0114 GB
...al 7B Instruct Javascript 4bit0254 GB
An4 7B GUFFv2.410124 GB
An4 7B GUFFv2.40104 GB
An4 7B GUFFv2.3084 GB
An4 7B GUFFv2.10144 GB

Best Alternatives to Mistral 7B V0.2 Bnb 4bit

Best Alternatives
Context / RAM
Downloads
Likes
...al Nemo Instruct 2407 Bnb 4bit128K / 8.3 GB25080727
...istral Nemo Base 2407 Bnb 4bit128K / 8.3 GB225417
...t 3.5 0106 128K 4.0bpw H6 EXL2128K / 3.9 GB221
...t 3.5 0106 128K 8.0bpw H8 EXL2128K / 7.4 GB191
...tral 7B Instruct V0.3 Bnb 4bit32K / 4.1 GB6309228
Mistral 7B V0.3 Bnb 4bit32K / 4.1 GB2434916
Mixtral V0.3 Full 16bit32K / 14.5 GB540
Mistral 7B Instruct V0.2 Fp1632K / 14.4 GB260
...tral 7B Instruct V0.2 Bnb 4bit32K / 4.1 GB2736132
Mistral 7B Instruct V0.2 4bit32K / 4.3 GB2291
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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Release v20241124
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