Mistral 7B Instruct V0.2 4bit by mlx-community

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Mistral 7B Instruct V0.2 4bit Benchmarks

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Mistral 7B Instruct V0.2 4bit Parameters and Internals

Model Type 
text-generation
Additional Notes 
This model was converted to MLX format.
LLM NameMistral 7B Instruct V0.2 4bit
Repository ๐Ÿค—https://huggingface.co/mlx-community/Mistral-7B-Instruct-v0.2-4bit 
Base Model(s)  lachiewyoung/mistral-7b-instruct-1.58bit   lachiewyoung/mistral-7b-instruct-1.58bit
Model Size7b
Required VRAM4.3โ€ฏGB
Updated2024-12-30
Maintainermlx-community
Model Typemistral
Instruction-BasedYes
Model Files  4.3 GB
Quantization Type4bit
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.39.0.dev0
Vocabulary Size32000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than mlx-community/Mistral-7B-Instruct-v0.2-4bit.

Rank the Mistral 7B Instruct V0.2 4bit Capabilities

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Instruction Following and Task Automation  
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Factuality and Completeness of Knowledge  
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Censorship and Alignment  
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Data Analysis and Insight Generation  
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Text Generation  
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Text Summarization and Feature Extraction  
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Code Generation  
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Multi-Language Support and Translation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227