Mediquad 4x7b by Technoculture

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Mediquad 4x7b Benchmarks

Mediquad 4x7b (Technoculture/Mediquad-4x7b)
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Mediquad 4x7b Parameters and Internals

Model Type 
Mixure of Experts (MoE)
LLM NameMediquad 4x7b
Repository ๐Ÿค—https://huggingface.co/Technoculture/Mediquad-4x7b 
Model Size19.7b
Required VRAM39.4 GB
Updated2025-09-21
MaintainerTechnoculture
Model Typemixtral
Model Files  10.0 GB: 1-of-4   9.9 GB: 2-of-4   9.9 GB: 3-of-4   9.6 GB: 4-of-4
Model ArchitectureMixtralForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.37.0.dev0
Tokenizer ClassLlamaTokenizer
Padding Token<s>
Vocabulary Size32000
Torch Data Typebfloat16

Best Alternatives to Mediquad 4x7b

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CodeLlama 4x7B Experts Base16K / 39.5 GB50
Magician MoE 4x7B16K / 78.8 GB16501
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Note: green Score (e.g. "73.2") means that the model is better than Technoculture/Mediquad-4x7b.

Rank the Mediquad 4x7b 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 v20241124