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SOLAR Math 2x10.7B by macadeliccc

 »  All LLMs  »  macadeliccc  »  SOLAR Math 2x10.7B   URL Share it on

  1220   
  Arxiv:2312.15166   Autotrain compatible   Conversational   En   Endpoints compatible   Mixtral   Model-index   Moe   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/macadeliccc/SOLAR-math-2x10.7b 

SOLAR Math 2x10.7B Benchmarks

ARC: 68.43 vs 96.7 (so35)-29.2%
HellaSwag: 86.31 vs 95.3 (gpt4)-9.4%
MMLU: 66.9 vs 88.3 (so35)-24.2%
TruthfulQA: 64.21 vs 59 (gpt4)8.8%
WinoGrande: 83.35 vs 87.5 (gpt4)-4.7%
GSM8K: 71.04 vs 96.4 (so35)-26.3%
LLME Score: 0.18731
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
SOLAR Math 2x10.7B (macadeliccc/SOLAR-math-2x10.7b)

SOLAR Math 2x10.7B Parameters and Internals

Model Type 
text-generation
Additional Notes 
This model is part of MoE experimentation. Version 2 of this model is noted to be even better in performance.
LLM NameSOLAR Math 2x10.7B
Repository 🤗https://huggingface.co/macadeliccc/SOLAR-math-2x10.7b 
Model Size19.2b
Required VRAM38.4 GB
Updated2025-02-05
Maintainermacadeliccc
Model Typemixtral
Model Files  9.9 GB: 1-of-4   10.0 GB: 2-of-4   10.0 GB: 3-of-4   8.5 GB: 4-of-4
Supported Languagesen
Model ArchitectureMixtralForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.36.2
Tokenizer ClassLlamaTokenizer
Padding Token<s>
Vocabulary Size32002
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than macadeliccc/SOLAR-math-2x10.7b.

Rank the SOLAR Math 2x10.7B 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 v20241227
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