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MultiverseBuddy 15B MoE by allknowingroger

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Allknowingroger/multiverseex26...   Autotrain compatible Base model:allknowingroger/mul... Base model:merge:allknowingrog... Base model:merge:openbuddy/ope... Base model:openbuddy/openbuddy...   Endpoints compatible   Frankenmoe   Lazymergekit   Merge   Mergekit   Mixtral   Moe Openbuddy/openbuddy-mistral2-7...   Region:us   Safetensors   Sharded   Tensorflow

MultiverseBuddy 15B MoE Benchmarks

ARC: 66.89 vs 96.7 (so35)-30.8%
HellaSwag: 82.2 vs 95.3 (gpt4)-13.7%
MMLU: 64.37 vs 88.3 (so35)-27.1%
TruthfulQA: 67.4 vs 59 (gpt4)14.2%
WinoGrande: 81.45 vs 87.5 (gpt4)-6.9%
GSM8K: 39.8 vs 96.4 (so35)-58.7%
LLME Score: 0.21792
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

MultiverseBuddy 15B MoE Parameters and Internals

LLM NameMultiverseBuddy 15B MoE
Repository 🤗https://huggingface.co/allknowingroger/MultiverseBuddy-15B-MoE 
Base Model(s)  MultiverseEx26 7B Slerp   OpenBuddy/openbuddy-mistral2-7b-v20.2-32k   allknowingroger/MultiverseEx26-7B-slerp   OpenBuddy/openbuddy-mistral2-7b-v20.2-32k
Model Size7b
Required VRAM25.8 GB
Updated2024-10-17
Maintainerallknowingroger
Model Typemixtral
Model Files  1.9 GB: 1-of-13   2.0 GB: 2-of-13   2.0 GB: 3-of-13   2.0 GB: 4-of-13   2.0 GB: 5-of-13   2.0 GB: 6-of-13   2.0 GB: 7-of-13   2.0 GB: 8-of-13   2.0 GB: 9-of-13   2.0 GB: 10-of-13   2.0 GB: 11-of-13   2.0 GB: 12-of-13   1.9 GB: 13-of-13
Model ArchitectureMixtralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.40.1
Tokenizer ClassLlamaTokenizer
Padding Token<s>
Vocabulary Size32000
Torch Data Typebfloat16
MultiverseBuddy 15B MoE (allknowingroger/MultiverseBuddy-15B-MoE)

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Note: green Score (e.g. "73.2") means that the model is better than allknowingroger/MultiverseBuddy-15B-MoE.

Rank the MultiverseBuddy 15B MoE 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 v2024072803
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