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Mistral 7B V0.2 Bnb 4bit by unsloth

 »  All LLMs  »  unsloth  »  Mistral 7B V0.2 Bnb 4bit   URL Share it on

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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: 0.18944
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 🤗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

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

Model
Likes
Downloads
VRAM
Mistralbasket10210 GB
...istral RealworldQA V0.2 7B SFT12414 GB
...l RealworldQA V0.2 7B SFT GGUF1177 GB
CompliAI FullModel1 GGUF085 GB
H4na 7B V0.1 Guff084 GB
...al 7B Instruct Javascript 4bit0114 GB
An4 7B GUFFv2.4074 GB
An4 7B GUFFv2.41054 GB
An4 7B GUFFv2.3064 GB
An4 7B GUFFv2.1064 GB

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

Best Alternatives
Context / RAM
Downloads
Likes
...al Nemo Instruct 2407 Bnb 4bit1000K / 8.3 GB1279525
...istral Nemo Base 2407 Bnb 4bit1000K / 8.3 GB683713
...t 3.5 0106 128K 8.0bpw H8 EXL2128K / 7.4 GB151
...t 3.5 0106 128K 4.0bpw H6 EXL2128K / 3.9 GB111
...tral 7B Instruct V0.3 Bnb 4bit32K / 4.1 GB23911916
Mistral 7B V0.3 Bnb 4bit32K / 4.1 GB4154814
User23ContinuedFine32K / 14.5 GB8830
Mistral 7B Instruct V0.2 Fp1632K / 14.4 GB290
Mistral 7B Instruct V0.2 4bit32K / 4.3 GB2361
NaturalLM 7B Instruct32K / 14.5 GB4010
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
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