LLM EXPLORER
 LLM Explorer: A Curated Large Language Model Directory and Analytics
Dark Theme
  LLM  List    LLM Hosting    LLM Leaderboards    Blog    Newsfeed    Advertise

RogerWizard 12B MoE by allknowingroger

 »  All LLMs  »  allknowingroger  »  RogerWizard 12B MoE   URL Share it on

  4   
Allknowingroger/multiverseex26...   Autotrain compatible Base model:allknowingroger/mul... Base model:lucyknada/microsoft... Base model:merge:allknowingrog... Base model:merge:lucyknada/mic...   Endpoints compatible   Frankenmoe   Lazymergekit Lucyknada/microsoft wizardlm-2...   Merge   Mergekit   Mixtral   Moe   Region:us   Safetensors   Sharded   Tensorflow

RogerWizard 12B MoE Benchmarks

ARC: 70.48 vs 96.7 (so35)-27.1%
HellaSwag: 87.94 vs 95.3 (gpt4)-7.7%
MMLU: 64.14 vs 88.3 (so35)-27.4%
TruthfulQA: 75.46 vs 59 (gpt4)27.9%
WinoGrande: 81.77 vs 87.5 (gpt4)-6.5%
GSM8K: 60.5 vs 96.4 (so35)-37.2%
LLME Score: 0.21919
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

RogerWizard 12B MoE Parameters and Internals

LLM NameRogerWizard 12B MoE
Repository 🤗https://huggingface.co/allknowingroger/RogerWizard-12B-MoE 
Base Model(s)  MultiverseEx26 7B Slerp   Microsoft WizardLM 2 7B   allknowingroger/MultiverseEx26-7B-slerp   lucyknada/microsoft_WizardLM-2-7B
Model Size7b
Required VRAM25.8 GB
Updated2024-09-07
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 Version4.39.3
Tokenizer ClassLlamaTokenizer
Padding Token<s>
Vocabulary Size32000
Torch Data Typebfloat16
RogerWizard 12B MoE (allknowingroger/RogerWizard-12B-MoE)

Best Alternatives to RogerWizard 12B MoE

Best Alternatives
Context / RAM
Downloads
Likes
Calme 4x7B MoE V0.232K / 48.3 GB51082
Multimaster 7B V632K / 142.5 GB31081
Mixtral 7B 8expert32K / 93.6 GB13195263
Laserxtral32K / 48.3 GB510178
MultiverseBuddy 15B MoE32K / 25.8 GB60
Mini Mixtral V0.232K / 25.8 GB673
Merged Model MoE32K / 53.3 GB41
Multilingual Mistral32K / 93.5 GB6592
Lumina 232K / 37.1 GB50
StarlingMaths 12B MoE32K / 25.8 GB50
Note: green Score (e.g. "73.2") means that the model is better than allknowingroger/RogerWizard-12B-MoE.

Rank the RogerWizard 12B MoE 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  

What open-source LLMs or SLMs are you in search of? 35693 in total.

Email us: info@extractum.io. Our Privacy Policy  | Terms and Conditions  | Suggest an improvement.
Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803
  Support LLM Explorer