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Swallow 7B Instruct Hf by tokyotech-llm

 »  All LLMs  »  tokyotech-llm  »  Swallow 7B Instruct Hf   URL Share it on

  61462   
  Arxiv:2404.17733   Arxiv:2404.17790   Autotrain compatible   En   Endpoints compatible   Instruct   Ja   Llama   Region:us   Safetensors   Sharded   Tensorflow

Swallow 7B Instruct Hf Benchmarks

LLME Score: 0.25765
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Swallow 7B Instruct Hf Parameters and Internals

LLM NameSwallow 7B Instruct Hf
Repository 🤗https://huggingface.co/tokyotech-llm/Swallow-7b-instruct-hf 
Model Size7b
Required VRAM13.7 GB
Updated2024-09-18
Maintainertokyotech-llm
Model Typellama
Instruction-BasedYes
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   3.8 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 7B Instruct Hf (tokyotech-llm/Swallow-7b-instruct-hf)

Quantized Models of the Swallow 7B Instruct Hf

Model
Likes
Downloads
VRAM
Swallow 7B Instruct GGUF94452 GB
Swallow 7B Instruct GPTQ1204 GB
Swallow 7B Instruct AWQ174 GB

Best Alternatives to Swallow 7B Instruct Hf

Best Alternatives
Context / RAM
Downloads
Likes
Llama 2 7B 32K Instruct32K / 13.5 GB10543160
Qwen2 7B Instruct Llama32K / 15.2 GB43
Qwen2 7B Instruct Mistral32K / 15.2 GB31
AIRIC The Mistral32K / 14.4 GB6817
...ls Vikhr 7B Instruct 0.4 4bits32K / 5.2 GB50
Vikhr 7B Instruct 0.332K / 14.6 GB204
... Samantha Philosopher 7B Slerp32K / 13.4 GB42
Vikhr 7B Instruct Merged32K / 14.6 GB44
Clinical Ehr Prototype 0.132K / 14.4 GB142
...stral 7B Instruct V0.1 Sharded32K / 14.4 GB134713
Note: green Score (e.g. "73.2") means that the model is better than tokyotech-llm/Swallow-7b-instruct-hf.

Rank the Swallow 7B Instruct 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
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