12:20
2026-08-23
dev.to
machine-learning
I Got 28 TPS Out of Free Kaggle GPUs. Here's What It Took.
A developer achieved 28.10 TPS on Qwen2.5-7B using free Kaggle T4 GPUs and a low-cost AWS relay, a 5.7x improvement over baseline. The key fix was using CUDA Graphs to eliminate Python overhead in theβ¦