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Swallow 7B Instruct GPTQ by TheBloke

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  4-bit   Autotrain compatible Base model:quantized:tokyotech... Base model:tokyotech-llm/swall...   En   Gptq   Instruct   Ja   Llama   Quantized   Region:us   Safetensors

Swallow 7B Instruct GPTQ Benchmarks

LLME Score: 0.17772
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 GPTQ Parameters and Internals

LLM NameSwallow 7B Instruct GPTQ
Repository 🤗https://huggingface.co/TheBloke/Swallow-7B-Instruct-GPTQ 
Model NameSwallow 7B Instruct
Model Creatortokyotech-llm
Base Model(s)  Swallow 7B Instruct Hf   tokyotech-llm/Swallow-7b-instruct-hf
Model Size7b
Required VRAM4.1 GB
Updated2024-09-19
MaintainerTheBloke
Model Typellama
Instruction-BasedYes
Model Files  4.1 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
Swallow 7B Instruct GPTQ (TheBloke/Swallow-7B-Instruct-GPTQ)

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/Swallow-7B-Instruct-GPTQ.

Rank the Swallow 7B Instruct 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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Release v2024072803
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