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Lumina 2 by Ppoyaa

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Lumina 2 is an open-source language model by Ppoyaa. Features: 7b LLM, VRAM: 37.1GB, Context: 32K, License: apache-2.0, HF Score: 69.4, LLM Explorer Score: 0.14, Arc: 66.2, HellaSwag: 86, MMLU: 64.1, TruthfulQA: 60.3, WinoGrande: 81.5, GSM8K: 58.4.

  Conversational   Endpoints compatible   Frankenmoe   Lazymergekit   Merge   Mergekit   Mixtral   Moe   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Ppoyaa/Lumina-2 

Lumina 2 Benchmarks

ARC: 66.21 vs 96.7 (so35)-31.5%
HellaSwag: 86.03 vs 95.3 (gpt4)-9.7%
MMLU: 64.05 vs 88.3 (so35)-27.5%
TruthfulQA: 60.25 vs 59 (gpt4)2.1%
WinoGrande: 81.45 vs 87.5 (gpt4)-6.9%
GSM8K: 58.38 vs 96.4 (so35)-39.4%
LLME Score: 0.13992
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Lumina 2 (Ppoyaa/Lumina-2)
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Lumina 2 Parameters and Internals

Model Type 
generative, Sparse Mixture of Experts (MoE)
LLM NameLumina 2
Repository 🤗https://huggingface.co/Ppoyaa/Lumina-2 
Model Size7b
Required VRAM37.1 GB
Updated2026-03-25
MaintainerPpoyaa
Model Typemixtral
Model Files  1.9 GB: 1-of-19   2.0 GB: 2-of-19   2.0 GB: 3-of-19   2.0 GB: 4-of-19   2.0 GB: 5-of-19   2.0 GB: 6-of-19   2.0 GB: 7-of-19   2.0 GB: 8-of-19   2.0 GB: 9-of-19   2.0 GB: 10-of-19   2.0 GB: 11-of-19   2.0 GB: 12-of-19   2.0 GB: 13-of-19   2.0 GB: 14-of-19   2.0 GB: 15-of-19   2.0 GB: 16-of-19   2.0 GB: 17-of-19   2.0 GB: 18-of-19   1.2 GB: 19-of-19
Model ArchitectureMixtralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.39.3
Tokenizer ClassLlamaTokenizer
Padding Token<s>
Vocabulary Size32000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than Ppoyaa/Lumina-2.

Rank the Lumina 2 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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