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Skywork 13B Base 4.0bpw H6 EXL2 by LoneStriker

 »  All LLMs  »  LoneStriker  »  Skywork 13B Base 4.0bpw H6 EXL2   URL Share it on

  5   
  Arxiv:2310.16713   Arxiv:2310.19341   Autotrain compatible   Custom code   Exl2   Pytorch   Quantized   Region:us   Skywork
Model Card on HF 🤗: https://huggingface.co/LoneStriker/Skywork-13B-base-4.0bpw-h6-exl2 

Skywork 13B Base 4.0bpw H6 EXL2 Benchmarks

LLME Score: 0.11455
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 4.0bpw H6 EXL2 (LoneStriker/Skywork-13B-base-4.0bpw-h6-exl2)
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Skywork 13B Base 4.0bpw H6 EXL2 Parameters and Internals

Model Type 
text generation
Additional Notes 
Performance on multilingual tasks including Chinese and code data. Achievements on benchmarks are highlighted.
Supported Languages 
Chinese (High), English (High)
Training Details 
Data Sources:
Multilingual data, Code data
Data Volume:
3.2 trillion tokens
Methodology:
Data cleaning and filtering process
Context Length:
4096
Model Architecture:
Thinner and deeper than Llama-2-13B with 52 layers
Input Output 
Input Format:
Tokenized text
Accepted Modalities:
Text
Output Format:
Generated text
LLM NameSkywork 13B Base 4.0bpw H6 EXL2
Repository 🤗https://huggingface.co/LoneStriker/Skywork-13B-base-4.0bpw-h6-exl2 
Model Size13b
Required VRAM7.5 GB
Updated2025-10-12
MaintainerLoneStriker
Model Typeskywork
Model Files  7.5 GB
Quantization Typeexl2
Model ArchitectureSkyworkForCausalLM
Licenseother
Context Length131072
Model Max Length131072
Transformers Version4.33.1
Tokenizer ClassSkyworkTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size65519
Torch Data Typebfloat16

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... Spicyboros 3.1 3.0bpw H6 EXL2128K / 5.8 GB51
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... Airoboros Test 4.0bpw H6 EXL2128K / 7.5 GB51
... Airoboros Test 5.0bpw H6 EXL2128K / 9.1 GB51
Skywork 13B Base GPTQ128K / 8.1 GB84
Skywork 13B Math128K / 21.5 GB2410
Skywork 13B Base4K / 20.5 GB20068
Skywork 13B Base 8bits4K / 14.6 GB557
Skywork 13B Math 8bits4K / 14.6 GB244
Note: green Score (e.g. "73.2") means that the model is better than LoneStriker/Skywork-13B-base-4.0bpw-h6-exl2.

Rank the Skywork 13B Base 4.0bpw H6 EXL2 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  

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