Skywork 13B Base GPTQ by TheBloke

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  Arxiv:2310.16713   Arxiv:2310.19341   4-bit   Autotrain compatible Base model:quantized:skywork/s... Base model:skywork/skywork-13b...   Custom code   Gptq   Quantized   Region:us   Safetensors   Skywork

Skywork 13B Base GPTQ Benchmarks

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 GPTQ (TheBloke/Skywork-13B-base-GPTQ)
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Skywork 13B Base GPTQ Parameters and Internals

Model Type 
skywork
Supported Languages 
English (High proficiency), Chinese (High proficiency), Code (High proficiency)
Training Details 
Data Volume:
3.2TB tokens
Model Architecture:
52 layers, FFN Dim 12288, Hidden Dim 4608
Input Output 
Input Format:
{prompt}
Accepted Modalities:
text
Output Format:
Generated text
LLM NameSkywork 13B Base GPTQ
Repository ๐Ÿค—https://huggingface.co/TheBloke/Skywork-13B-base-GPTQ 
Model NameSkywork 13B Base
Model CreatorSkywork
Base Model(s)  Skywork 13B Base   Skywork/Skywork-13B-base
Model Size13b
Required VRAM8.1 GB
Updated2025-09-23
MaintainerTheBloke
Model Typeskywork
Model Files  8.1 GB
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureSkyworkForCausalLM
Licenseother
Context Length131072
Model Max Length131072
Transformers Version4.34.1
Tokenizer ClassSkyworkTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size65519
Torch Data Typefloat16

Best Alternatives to Skywork 13B Base GPTQ

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Context / RAM
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... Spicyboros 3.1 3.0bpw H6 EXL2128K / 5.8 GB51
... Spicyboros 3.1 4.0bpw H6 EXL2128K / 7.5 GB51
... Spicyboros 3.1 6.0bpw H6 EXL2128K / 10.8 GB51
...kywork 13B Base 4.0bpw H6 EXL2128K / 7.5 GB51
... Airoboros Test 4.0bpw H6 EXL2128K / 7.5 GB51
... Airoboros Test 5.0bpw H6 EXL2128K / 9.1 GB51
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 TheBloke/Skywork-13B-base-GPTQ.

Rank the Skywork 13B Base GPTQ 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 v20241124