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Skywork 13B Spicyboros 3.1 4.0bpw H6 EXL2 by LoneStriker

 »  All LLMs  »  LoneStriker  »  Skywork 13B Spicyboros 3.1 4.0bpw H6 EXL2   URL Share it on

  5   
  Arxiv:2310.16713   Arxiv:2310.19341   Autotrain compatible   Custom code Dataset:jondurbin/airoboros-3....   Exl2   Pytorch   Quantized   Region:us   Skywork
Model Card on HF 🤗: https://huggingface.co/LoneStriker/Skywork-13B-Spicyboros-3.1-4.0bpw-h6-exl2 

Skywork 13B Spicyboros 3.1 4.0bpw H6 EXL2 Benchmarks

LLME Score: 0.11474
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Skywork 13B Spicyboros 3.1 4.0bpw H6 EXL2 (LoneStriker/Skywork-13B-Spicyboros-3.1-4.0bpw-h6-exl2)
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Skywork 13B Spicyboros 3.1 4.0bpw H6 EXL2 Parameters and Internals

Model Type 
text generation, multilingual
Use Cases 
Areas:
research, commercial applications
Supported Languages 
Chinese (high), English (high)
Training Details 
Data Sources:
3.2 trillion multilingual data, code data
Data Volume:
3.2 trillion tokens
Methodology:
High-quality cleaned dataset, thinner and deeper network structure
Context Length:
4096
Model Architecture:
52 layers, FFN Dim 12288, Hidden Dim 4608
LLM NameSkywork 13B Spicyboros 3.1 4.0bpw H6 EXL2
Repository 🤗https://huggingface.co/LoneStriker/Skywork-13B-Spicyboros-3.1-4.0bpw-h6-exl2 
Model Size13b
Required VRAM7.5 GB
Updated2025-09-23
MaintainerLoneStriker
Model Typeskywork
Model Files  7.5 GB
Quantization Typeexl2
Model ArchitectureSkyworkForCausalLM
Licenseother
Context Length131072
Model Max Length131072
Transformers Version4.34.1
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size65519
Torch Data Typefloat16

Best Alternatives to Skywork 13B Spicyboros 3.1 4.0bpw H6 EXL2

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... Spicyboros 3.1 3.0bpw H6 EXL2128K / 5.8 GB51
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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-Spicyboros-3.1-4.0bpw-h6-exl2.

Rank the Skywork 13B Spicyboros 3.1 4.0bpw H6 EXL2 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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