modelsOct 3
🧨 Accelerating Stable Diffusion XL Inference with JAX on Cloud TPU v5e
Hugging Face and Google collaborated to optimize Stable Diffusion XL inference using JAX on Cloud TPU v5e. The work resulted in a 30% increase in inference speed and 16% reduction in memory usage. You can deploy optimized models on Hugging Face's Inference API or run them locally with Transformers. This optimization enables faster and more efficient image generation.
Key takeaways
- 30% faster inference speed on Cloud TPU v5e.
- 16% reduction in memory usage.
- Optimized models deployable via Hugging Face's Inference API or local Transformers.