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Skywork 13B Base GGUF by TheBloke

 »  All LLMs  »  TheBloke  »  Skywork 13B Base GGUF   URL Share it on

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  Arxiv:2310.16713   Arxiv:2310.19341 Base model:quantized:skywork/s... Base model:skywork/skywork-13b...   Gguf   Quantized   Region:us   Skywork

Skywork 13B Base GGUF Benchmarks

LLME Score: 0.1592
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Skywork 13B Base GGUF Parameters and Internals

Model Type 
skywork
Use Cases 
Areas:
general use, multilingual processing
Limitations:
not for harmful or unlawful activities
Considerations:
Ensure usage in a regulated and lawful environment
Supported Languages 
English (high), Chinese (high)
Training Details 
Data Sources:
3.2 trillion multilingual data mainly Chinese and English and code
Data Volume:
3.2TB
Methodology:
High-quality data cleaning and filtering pipeline
Model Architecture:
52 layers, FFN Dim: 12288, Hidden Dim: 4608
LLM NameSkywork 13B Base GGUF
Repository 🤗https://huggingface.co/TheBloke/Skywork-13B-base-GGUF 
Model NameSkywork 13B Base
Model CreatorSkywork
Base Model(s)  Skywork 13B Base   Skywork/Skywork-13B-base
Model Size13b
Required VRAM5.8 GB
Updated2024-11-24
MaintainerTheBloke
Model Typeskywork
Model Files  5.8 GB   7.4 GB   6.8 GB   6.1 GB   7.9 GB   8.4 GB   7.9 GB   9.6 GB   9.8 GB   9.6 GB   11.4 GB   14.7 GB
GGUF QuantizationYes
Quantization Typegguf
Model ArchitectureAutoModel
Licenseother
Skywork 13B Base GGUF (TheBloke/Skywork-13B-base-GGUF)

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/Skywork-13B-base-GGUF.

Rank the Skywork 13B Base GGUF 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 v20241110
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