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Skywork MoE Base by Skywork

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  Arxiv:2406.00605   Arxiv:2406.06563   Autotrain compatible   Custom code   Moe   Pytorch   Region:us   Sharded   Skywork moe
Model Card on HF 🤗: https://huggingface.co/Skywork/Skywork-MoE-Base 

Skywork MoE Base Benchmarks

LLME Score: 0.19859
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Skywork MoE Base (Skywork/Skywork-MoE-Base)

Skywork MoE Base Parameters and Internals

Model Type 
mixture-of-experts
Training Details 
Methodology:
Gating Logit Normalization, Adaptive Auxiliary Loss Coefficients
Model Architecture:
mixture-of-experts, 16 experts
Release Notes 
Version:
Skywork-MoE-Base
Date:
2024.6.3
Notes:
Release of the Skywork-MoE-Base model.
LLM NameSkywork MoE Base
Repository 🤗https://huggingface.co/Skywork/Skywork-MoE-Base 
Required VRAM240.8 GB
Updated2025-02-05
MaintainerSkywork
Model Typeskywork_moe
Model Files  5.6 GB: 1-of-53   5.6 GB: 2-of-53   5.6 GB: 3-of-53   5.6 GB: 4-of-53   5.6 GB: 5-of-53   5.6 GB: 6-of-53   5.6 GB: 7-of-53   5.6 GB: 8-of-53   5.6 GB: 9-of-53   5.6 GB: 10-of-53   5.6 GB: 11-of-53   5.6 GB: 12-of-53   5.6 GB: 13-of-53   5.6 GB: 14-of-53   5.6 GB: 15-of-53   5.6 GB: 16-of-53   5.6 GB: 17-of-53   5.6 GB: 18-of-53   5.6 GB: 19-of-53   5.6 GB: 20-of-53   5.6 GB: 21-of-53   5.6 GB: 22-of-53   5.6 GB: 23-of-53   5.6 GB: 24-of-53   5.6 GB: 25-of-53   5.6 GB: 26-of-53   5.6 GB: 27-of-53   5.6 GB: 28-of-53   5.6 GB: 29-of-53   5.6 GB: 30-of-53   5.6 GB: 31-of-53   5.6 GB: 32-of-53   5.6 GB: 33-of-53   5.6 GB: 34-of-53   5.6 GB: 35-of-53   5.6 GB: 36-of-53   5.6 GB: 37-of-53   5.6 GB: 38-of-53   5.6 GB: 39-of-53   5.6 GB: 40-of-53   5.6 GB: 41-of-53   5.6 GB: 42-of-53   5.6 GB: 43-of-53
Model ArchitectureSkyworkForCausalLM
Licenseother
Context Length8192
Model Max Length8192
Transformers Version4.40.1
Vocabulary Size65532
Torch Data Typebfloat16

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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