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Skywork MoE Base FP8 by Skywork

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  Arxiv:2406.00605   Arxiv:2406.06563   Autotrain compatible   Custom code   Fp8   Moe   Region:us   Safetensors   Sharded   Skywork moe   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Skywork/Skywork-MoE-Base-FP8 

Skywork MoE Base FP8 Benchmarks

LLME Score: 0.19669
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 FP8 (Skywork/Skywork-MoE-Base-FP8)

Skywork MoE Base FP8 Parameters and Internals

Model Type 
mixture-of-experts, language model
Use Cases 
Areas:
research, commercial applications
Additional Notes 
Skywork-MoE is a mixture-of-experts (MoE) model initialized from dense checkpoints of a Skywork-13B model.
Release Notes 
Version:
Skywork-MoE-Base
Date:
2024.6.3
Notes:
Release of the Skywork-MoE-Base model.
LLM NameSkywork MoE Base FP8
Repository 🤗https://huggingface.co/Skywork/Skywork-MoE-Base-FP8 
Model Size146.4b
Required VRAM147.6 GB
Updated2025-01-24
MaintainerSkywork
Model Typeskywork_moe
Model Files  5.0 GB: 1-of-30   5.0 GB: 2-of-30   5.0 GB: 3-of-30   5.0 GB: 4-of-30   5.0 GB: 5-of-30   5.0 GB: 6-of-30   5.0 GB: 7-of-30   5.0 GB: 8-of-30   5.0 GB: 9-of-30   5.0 GB: 10-of-30   5.0 GB: 11-of-30   5.0 GB: 12-of-30   5.0 GB: 13-of-30   5.0 GB: 14-of-30   5.0 GB: 15-of-30   5.0 GB: 16-of-30   5.0 GB: 17-of-30   5.0 GB: 18-of-30   5.0 GB: 19-of-30   5.0 GB: 20-of-30   5.0 GB: 21-of-30   5.0 GB: 22-of-30   5.0 GB: 23-of-30   5.0 GB: 24-of-30   5.0 GB: 25-of-30   5.0 GB: 26-of-30   5.0 GB: 27-of-30   5.0 GB: 28-of-30   5.0 GB: 29-of-30   2.6 GB: 30-of-30
Model ArchitectureSkyworkForCausalLM
Context Length8192
Model Max Length8192
Transformers Version4.41.1
Tokenizer ClassSkyworkTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size65532
Torch Data Typebfloat16

Rank the Skywork MoE Base FP8 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 v20241227
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