Snowflake Arctic Instruct Vllm by Snowflake

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  Arctic   Autotrain compatible   Conversational   Custom code   Instruct   Region:us

Snowflake Arctic Instruct Vllm Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Snowflake Arctic Instruct Vllm (Snowflake/snowflake-arctic-instruct-vllm)

Snowflake Arctic Instruct Vllm Parameters and Internals

Additional Notes 
This is a vLLM optimized version.
LLM NameSnowflake Arctic Instruct Vllm
Repository ๐Ÿค—https://huggingface.co/Snowflake/snowflake-arctic-instruct-vllm 
Required VRAM3.6 GB
Updated2025-02-22
MaintainerSnowflake
Model Typearctic
Instruction-BasedYes
Model Files  5.4 GB   5.4 GB   5.3 GB   3.6 GB   5.4 GB   5.3 GB   5.3 GB   5.3 GB   5.3 GB   5.3 GB   5.3 GB   5.3 GB   5.4 GB   5.4 GB   5.3 GB   3.6 GB   5.4 GB   5.3 GB   5.3 GB   5.3 GB   5.3 GB   5.3 GB   5.3 GB   5.3 GB   5.4 GB   5.4 GB   5.3 GB   3.6 GB   5.4 GB   5.3 GB   5.3 GB   5.3 GB   5.3 GB   5.3 GB   5.3 GB   5.3 GB   5.4 GB   5.4 GB   5.3 GB   3.6 GB   5.4 GB   5.3 GB   5.3 GB   5.3 GB   5.3 GB
Model ArchitectureArcticForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.40.0.dev0
Vocabulary Size32000
Torch Data Typebfloat16

Rank the Snowflake Arctic Instruct Vllm 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