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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: 0.36167
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
Updated2024-12-26
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 7B021814 GB
...eMistral 7B Instruct Ead 16bit03814 GB
...al V0.3 Instruct Matter Slim A22114 GB
... Merged Mistral 7B Instruct V302114 GB
MoE Finetuned 4B11914 GB
... 7B Instruct V0.3 Bnb 8ep GGUF077 GB
Mistralm01014 GB
Mistral Instruct SFT Ita02314 GB
Mistral 7B Instruct V0.3 GGUF164 GB
Mistral 7b Instruct 4bit Ft10284 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 GB1288425
Mistral 7B V0.3 Bnb 4bit32K / 4.1 GB6271413
NaturalLM 7B Instruct32K / 14.5 GB8210
Mistral 7B Instruct V0.2 4bit32K / 4.3 GB4461
Mistral 7B Instruct V0.2 Fp1632K / 14.4 GB100
...tral 7B Instruct V0.2 Bnb 4bit32K / 4.1 GB1104831
...eMistral 7B Instruct Ead 16bit32K / 14.5 GB380
Mistral 7B Instruct V0.2 8bit32K / 7.6 GB241
Mistral Turkish V232K / 14.4 GB30396
Minirewrite32K / 15.8 GB260

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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217
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