Swallow 13B Hf by tokyotech-llm

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  Arxiv:2404.17733   Arxiv:2404.17790   Autotrain compatible   En   Endpoints compatible   Ja   Llama   Pytorch   Region:us   Sharded

Swallow 13B Hf Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Swallow 13B Hf Parameters and Internals

LLM NameSwallow 13B Hf
Repository ๐Ÿค—https://huggingface.co/tokyotech-llm/Swallow-13b-hf 
Model Size13b
Required VRAM26.3 GB
Updated2024-09-18
Maintainertokyotech-llm
Model Typellama
Model Files  10.0 GB: 1-of-3   9.9 GB: 2-of-3   6.4 GB: 3-of-3
Supported Languagesen ja
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length4096
Model Max Length4096
Transformers Version4.33.2
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size43176
Torch Data Typebfloat16
Swallow 13B Hf (tokyotech-llm/Swallow-13b-hf)

Quantized Models of the Swallow 13B Hf

Model
Likes
Downloads
VRAM
Swallow 13B GGUF41835 GB
Swallow 13B AWQ0107 GB
Swallow 13B GPTQ097 GB

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Airoboros L2 13B 2.1 YaRN 64K64K / 26 GB127
Note: green Score (e.g. "73.2") means that the model is better than tokyotech-llm/Swallow-13b-hf.

Rank the Swallow 13B Hf 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 v2024072803