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Swallow 13B GGUF by TheBloke

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Swallow 13B GGUF is an open-source language model by TheBloke. Features: 13b LLM, VRAM: 5.5GB, License: llama2, Quantized, LLM Explorer Score: 0.11.

Base model:quantized:tokyotech... Base model:tokyotech-llm/swall...   En   Gguf   Ja   Llama   Quantized   Region:us
Model Card on HF 🤗: https://huggingface.co/TheBloke/Swallow-13B-GGUF 

Swallow 13B GGUF Benchmarks

LLME Score: 0.11047
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Swallow 13B GGUF (TheBloke/Swallow-13B-GGUF)
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Swallow 13B GGUF Parameters and Internals

Model Type 
llama
Supported Languages 
en (English), ja (Japanese)
Training Details 
Data Sources:
Japanese Wikipedia, RefinedWeb, Swallow Corpus, The Pile
Methodology:
Continuous pre-training from Llama 2 with added Japanese language data and supervised fine-tuning for tuned versions.
Model Architecture:
Refer to LLaMA-2 technical report
LLM NameSwallow 13B GGUF
Repository 🤗https://huggingface.co/TheBloke/Swallow-13B-GGUF 
Model NameSwallow 13B
Model Creatortokyotech-llm
Base Model(s)  Swallow 13B Hf   tokyotech-llm/Swallow-13b-hf
Model Size13b
Required VRAM5.5 GB
Updated2026-04-09
MaintainerTheBloke
Model Typellama
Model Files  5.5 GB   7.0 GB   6.4 GB   5.7 GB   7.5 GB   8.0 GB   7.5 GB   9.1 GB   9.3 GB   9.1 GB   10.8 GB   14.0 GB
Supported Languagesen ja
GGUF QuantizationYes
Quantization Typegguf
Model ArchitectureAutoModel
Licensellama2

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...aMa 3 Instruct Zeroed 13B GGUF0K / 5 GB1031
LLaMa 3 Base Zeroed 13B GGUF0K / 5 GB661
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Llama3 13B Ku GGUF0K / 8.7 GB460
Model10K / 13.8 GB360
Codellama 7B Instruct GGUF0K / 2.8 GB1381
Codellama 13B Instruct GGUF0K / 13.8 GB450
Note: green Score (e.g. "73.2") means that the model is better than TheBloke/Swallow-13B-GGUF.

Rank the Swallow 13B GGUF 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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