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Swallow 13B GPTQ by TheBloke

 »  All LLMs  »  TheBloke  »  Swallow 13B GPTQ   URL Share it on

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  4-bit   Autotrain compatible Base model:quantized:tokyotech... Base model:tokyotech-llm/swall...   En   Gptq   Ja   Llama   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/TheBloke/Swallow-13B-GPTQ 

Swallow 13B GPTQ Benchmarks

LLME Score: 0.15382
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Swallow 13B GPTQ (TheBloke/Swallow-13B-GPTQ)

Swallow 13B GPTQ Parameters and Internals

Model Type 
text-generation
Use Cases 
Areas:
Research, Text generation
Limitations:
The model has not been fully aligned with human intent and safety considerations.
Considerations:
Early stage of research. Outputs should be reviewed for alignment with safety standards.
Supported Languages 
English (Fluent), Japanese (Fluent)
Training Details 
Data Sources:
Japanese Wikipedia, RefinedWeb, Swallow Corpus, The Pile
Model Architecture:
Llama 2 architecture, adjusted for Japanese language data
Input Output 
Accepted Modalities:
text
Output Format:
text
LLM NameSwallow 13B GPTQ
Repository 🤗https://huggingface.co/TheBloke/Swallow-13B-GPTQ 
Model NameSwallow 13B
Model Creatortokyotech-llm
Base Model(s)  Swallow 13B Hf   tokyotech-llm/Swallow-13b-hf
Model Size13b
Required VRAM7.5 GB
Updated2025-02-05
MaintainerTheBloke
Model Typellama
Model Files  7.5 GB
Supported Languagesen ja
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureLLaMAForCausalLM
Licensellama2
Context Length4096
Model Max Length4096
Transformers Version4.35.2
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size43176
Torch Data Typebfloat16

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Llama 13B 4bit Gr1280K / 7.5 GB52
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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/Swallow-13B-GPTQ.

Rank the Swallow 13B 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 v20241227
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