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MathGenie Mixtral 8x7B by MathGenie

 »  All LLMs  »  MathGenie  »  MathGenie Mixtral 8x7B   URL Share it on

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  Arxiv:2402.16352   Autotrain compatible   Code   En   Endpoints compatible   Math   Mixtral   Moe   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/MathGenie/MathGenie-Mixtral-8x7B 

MathGenie Mixtral 8x7B Benchmarks

LLME Score: 0.18027
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
MathGenie Mixtral 8x7B (MathGenie/MathGenie-Mixtral-8x7B)

MathGenie Mixtral 8x7B Parameters and Internals

Model Type 
text-generation
Use Cases 
Areas:
research, education
Applications:
mathematical reasoning, academic study
Primary Use Cases:
Generates synthetic math problems, Enhances mathematical reasoning
Additional Notes 
MathGenie utilizes a back-translation method to enhance mathematical reasoning capabilities through synthetic data generation.
Supported Languages 
en (High)
Release Notes 
Date:
2024-02-26
Notes:
Paper accessible on ArXiv.
LLM NameMathGenie Mixtral 8x7B
Repository 🤗https://huggingface.co/MathGenie/MathGenie-Mixtral-8x7B 
Model Size46.7b
Required VRAM93.6 GB
Updated2025-02-22
MaintainerMathGenie
Model Typemixtral
Model Files  4.9 GB: 1-of-19   5.0 GB: 2-of-19   5.0 GB: 3-of-19   4.9 GB: 4-of-19   5.0 GB: 5-of-19   5.0 GB: 6-of-19   4.9 GB: 7-of-19   5.0 GB: 8-of-19   5.0 GB: 9-of-19   4.9 GB: 10-of-19   5.0 GB: 11-of-19   5.0 GB: 12-of-19   5.0 GB: 13-of-19   4.9 GB: 14-of-19   5.0 GB: 15-of-19   5.0 GB: 16-of-19   4.9 GB: 17-of-19   5.0 GB: 18-of-19   4.2 GB: 19-of-19
Supported Languagesen
Model ArchitectureMixtralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.36.0
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32008
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than MathGenie/MathGenie-Mixtral-8x7B.

Rank the MathGenie Mixtral 8x7B 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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Release v20241227
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