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Mistral 7B Instruct V0.3 Bnb 4bit by unsloth

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  4-bit   4bit   Autotrain compatible Base model:mistralai/mistral-7... Base model:quantized:mistralai...   Bitsandbytes   Conversational   En   Endpoints compatible   Instruct   Mistral   Mistral-7b   Mistral-instruct   Quantized   Region:us   Safetensors   Unsloth
Model Card on HF 🤗: https://huggingface.co/unsloth/mistral-7b-instruct-v0.3-bnb-4bit 

Mistral 7B Instruct V0.3 Bnb 4bit Benchmarks

MMLU Pro: 18.56
GPQA: 3.36
MUSR: 16.74
BBH: 23.5
IFEval: 40.48 vs 88 (so35)-54%
MATH Lvl 5: 2.95
LLME Score: 0.31937
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mistral 7B Instruct V0.3 Bnb 4bit (unsloth/mistral-7b-instruct-v0.3-bnb-4bit)

Mistral 7B Instruct V0.3 Bnb 4bit Parameters and Internals

Model Type 
transformers, instruct
LLM NameMistral 7B Instruct V0.3 Bnb 4bit
Repository 🤗https://huggingface.co/unsloth/mistral-7b-instruct-v0.3-bnb-4bit 
Base Model(s)  mistralai/Mistral-7B-Instruct-v0.3   mistralai/Mistral-7B-Instruct-v0.3
Model Size7b
Required VRAM4.1 GB
Updated2025-03-12
Maintainerunsloth
Model Typemistral
Instruction-BasedYes
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[control_768]
Vocabulary Size32768
Torch Data Typebfloat16

Quantized Models of the Mistral 7B Instruct V0.3 Bnb 4bit

Model
Likes
Downloads
VRAM
ReWiz 7B046714 GB
Mistral V0.3 7B Cybersecurity116714 GB
...eMistral 7B Instruct Ead 16bit03814 GB
MistralContinuedFine05114 GB
...al V0.3 Instruct Matter Slim A22814 GB
... 7B Instruct V0.3 Bnb 8ep GGUF0187 GB
Mistralm01014 GB
... Merged Mistral 7B Instruct V30714 GB
MoE Finetuned 4B11014 GB
Mistral 7B Instruct V0.3 GGUF1234 GB

Best Alternatives to Mistral 7B Instruct V0.3 Bnb 4bit

Best Alternatives
Context / RAM
Downloads
Likes
...al Nemo Instruct 2407 Bnb 4bit1000K / 8.3 GB3447427
Mistral 7B Instruct V0.2 Fp1632K / 14.4 GB260
Mistral 7B Instruct V0.2 4bit32K / 4.3 GB2501
...tral 7B Instruct V0.2 Bnb 4bit32K / 4.1 GB1551232
Mistral 7B Instruct V0.2 8bit32K / 7.6 GB781
NaturalLM 7B Instruct32K / 14.5 GB3410
...eMistral 7B Instruct Ead 16bit32K / 14.5 GB380
MistralContinuedFine32K / 14.5 GB510
Mistral Turkish V232K / 14.4 GB30396
Mistral Rank8 Sft32K / 14.4 GB160

Rank the Mistral 7B Instruct V0.3 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 v20241227
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