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Mistral 7B V0.3 Bnb 4bit by unsloth

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Mistral 7B V0.3 Bnb 4bit Benchmarks

MMLU Pro: 14.46
GPQA: 2.57
MUSR: 2.97
BBH: 15.59
IFEval: 36.4 vs 88 (so35)-58.6%
MATH Lvl 5: 0.15
LLME Score: 0.33698
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

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

LLM NameMistral 7B V0.3 Bnb 4bit
Repository 🤗https://huggingface.co/unsloth/mistral-7b-v0.3-bnb-4bit 
Model Size7b
Required VRAM4.1 GB
Updated2024-09-20
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 Version4.41.0
Tokenizer ClassLlamaTokenizer
Padding Token[control_768]
Vocabulary Size32768
Torch Data Typebfloat16
Mistral 7B V0.3 Bnb 4bit (unsloth/mistral-7b-v0.3-bnb-4bit)

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

Model
Likes
Downloads
VRAM
Mistral V0.3 7B ORPO16414 GB
Llm Ai V60694 GB
...7B Stoic Psychologist GGUF F16012314 GB
Atuin V.010354 GB
Unsloth Alpaca02514 GB
Cognitive Hacker Gguf 0.23524 GB
...ode Mistral 7B 0.3 V1 Bnb 4bit054 GB
EM Mistral 7B V 0.41314 GB
Llm Gguf067 GB
Dgtkqabot Mistral 7B V304014 GB

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

Best Alternatives
Context / RAM
Downloads
Likes
...al Nemo Instruct 2407 Bnb 4bit1000K / 8.3 GB5561021
Mistral 7B Instruct V0.2 4bit32K / 4.3 GB4051
Mistral 7B Instruct V0.2 Fp1632K / 14.4 GB50
...tral 7B Instruct V0.3 Bnb 4bit32K / 4.1 GB6222314
...tral 7B Instruct V0.2 Bnb 4bit32K / 4.1 GB1554830
Mistral 7B Instruct V0.2 8bit32K / 7.6 GB311
Mistral Turkish V232K / 14.4 GB33616
Minirewrite32K / 15.8 GB50
...eltemi 7B Instruct V1 BnB 4bit32K / 4.6 GB140
Mistral7B MatheoAI8 Lora32K / 14.4 GB90
Note: green Score (e.g. "73.2") means that the model is better than unsloth/mistral-7b-v0.3-bnb-4bit.

Rank the Mistral 7B 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 v2024072803
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