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Mistral 7B V0.3 Bnb 4bit by unsloth

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  4-bit   4bit   Autotrain compatible   Bitsandbytes   En   Endpoints compatible   Instruct   Mistral   Mistral-7b   Mistral-instruct   Quantized   Region:us   Safetensors   Unsloth

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: 0.30246
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

Model Type 
transformers, instruct
LLM NameMistral 7B V0.3 Bnb 4bit
Repository 🤗https://huggingface.co/unsloth/mistral-7b-v0.3-bnb-4bit 
Model Size7b
Required VRAM4.1 GB
Updated2024-11-21
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
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 ORPO11714 GB
WorldBuilder 7B01914 GB
Dgtkqabot Mistral 7B V3043514 GB
Llm Ai V60704 GB
...ode Mistral 7B 0.3 V1 Bnb 4bit0234 GB
EM Mistral 7B V 0.411514 GB
Atuin V.010354 GB
Llm Gguf0137 GB
Cognitive Hacker Gguf 0.23594 GB
Soc201014 GB

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

Best Alternatives
Context / RAM
Downloads
Likes
...al Nemo Instruct 2407 Bnb 4bit1000K / 8.3 GB1851924
...tral 7B Instruct V0.3 Bnb 4bit32K / 4.1 GB13610415
Mistral 7B Instruct V0.2 4bit32K / 4.3 GB4931
Mistral 7B Instruct V0.2 Fp1632K / 14.4 GB50
...tral 7B Instruct V0.2 Bnb 4bit32K / 4.1 GB1719431
Mistral 7B Instruct V0.2 8bit32K / 7.6 GB131
...struct V0.3 LoRA Finetune 4Bit32K / 4.1 GB1210
Mistral Turkish V232K / 14.4 GB28626
Minirewrite32K / 15.8 GB140
...eltemi 7B Instruct V1 BnB 4bit32K / 4.6 GB370
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 v20241110
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