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Medorca 4x7b by Technoculture

 »  All LLMs  »  Technoculture  »  Medorca 4x7b   URL Share it on

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  Autotrain compatible Chaoyi-wu/pmc llama 7b 10 epoc...   Endpoints compatible   Epfl-llm/meditron-7b   Medalpaca/medalpaca-7b   Merge   Microsoft/orca-2-7b   Mixtral   Moe   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Technoculture/Medorca-4x7b 

Medorca 4x7b Benchmarks

ARC: 29.35 vs 96.7 (so35)-69.6%
HellaSwag: 25.72 vs 95.3 (gpt4)-73%
MMLU: 24.28 vs 88.3 (so35)-72.5%
TruthfulQA: 48.42 vs 59 (gpt4)-17.9%
WinoGrande: 48.3 vs 87.5 (gpt4)-44.8%
LLME Score: 0.19718
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Medorca 4x7b (Technoculture/Medorca-4x7b)
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Medorca 4x7b Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
Research, Medical applications
Primary Use Cases:
Medical question answering, Healthcare context understanding
Input Output 
Accepted Modalities:
text
Output Format:
text
LLM NameMedorca 4x7b
Repository 🤗https://huggingface.co/Technoculture/Medorca-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 Length4096
Model Max Length4096
Transformers Version4.37.0.dev0
Tokenizer ClassLlamaTokenizer
Padding Token<s>
Vocabulary Size32003
Torch Data Typefloat32

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Rank the Medorca 4x7b Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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
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