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Umbra V3 MoE 4x11b 2ex by Steelskull

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  Autotrain compatible Base model:beberik/nyxene-v3-1... Base model:decapoda-research/a...   Base model:himitsui/kaiju-11b Base model:merge:beberik/nyxen... Base model:merge:decapoda-rese... Base model:merge:himitsui/kaij... Base model:merge:sao10k/fimbul... Base model:sao10k/fimbulvetr-1...   Beberik/nyxene-v3-11b   Conversational Decapoda-research/antares-11b-...   Endpoints compatible   Frankenmoe   Himitsui/kaiju-11b   License:apache-2.0   Merge   Mergekit   Mixtral   Moe   Region:us   Safetensors   Sao10k/fimbulvetr-11b-v2   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Steelskull/Umbra-v3-MoE-4x11b-2ex 

Umbra V3 MoE 4x11b 2ex Benchmarks

ARC: 67.32 vs 96.7 (so35)-30.4%
HellaSwag: 87.72 vs 95.3 (gpt4)-8%
MMLU: 65.15 vs 88.3 (so35)-26.2%
TruthfulQA: 68.59 vs 59 (gpt4)16.3%
WinoGrande: 83.11 vs 87.5 (gpt4)-5%
GSM8K: 61.33 vs 96.4 (so35)-36.4%
LLME Score: 0.16275
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Umbra V3 MoE 4x11b 2ex (Steelskull/Umbra-v3-MoE-4x11b-2ex)
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Umbra V3 MoE 4x11b 2ex Parameters and Internals

Model Type 
Mixture of Experts, general assistance, storytelling, RP/ERP
Additional Notes 
Integrates models from notable sources for enhanced performance in diverse tasks. Special focus on storytelling
Release Notes 
Version:
v3
Notes:
Upgraded models, tweaked prompts
LLM NameUmbra V3 MoE 4x11b 2ex
Repository 🤗https://huggingface.co/Steelskull/Umbra-v3-MoE-4x11b-2ex 
Base Model(s)  Kaiju 11B   Fimbulvetr 11B V2   Antares 11B V2   Nyxene V3 11B   Himitsui/Kaiju-11B   Sao10K/Fimbulvetr-11B-v2   decapoda-research/Antares-11b-v2   beberik/Nyxene-v3-11B
Model Size36.1b
Required VRAM72.3 GB
Updated2024-07-25
MaintainerSteelskull
Model Typemixtral
Model Files  9.9 GB: 1-of-8   10.0 GB: 2-of-8   10.0 GB: 3-of-8   10.0 GB: 4-of-8   10.0 GB: 5-of-8   10.0 GB: 6-of-8   10.0 GB: 7-of-8   2.4 GB: 8-of-8
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 Steelskull/Umbra-v3-MoE-4x11b-2ex.

Rank the Umbra V3 MoE 4x11b 2ex 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 v20241124
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