Pain-free = no model redownload required to enjoy the speedup. Just update and go.
⚡️ 1. New Attention Engine — Gemma3 Vision Turbo
We’ve upgraded the Attention Engine to supercharge vision understanding for Gemma3-based models:
Gemma3-4BMedGemma3-4B
📉 Latency Drop:
From 3.4s → 2.6s, giving you a ~25% speedup.
Your VLMs just got a whole lot snappier.
🖼️ 2. Qwen3-VL-Instruct-4B Gets a Vision Head Boost
Our shiny new Attention Engine also powers up the vision head for Qwen3-VL-Instruct-4B.
It really shines at high image resolutions.
🏎️ Example:
On 4K images, vision understanding is now ~45% faster compared to previous releases.
Less waiting, more interpreting.
🧘 More pain-free speedups coming soon — stay tuned!
✅ Key Benefits
- ✅ No redownloads — instant upgrade ⚡
- ✅ Lower vision latency 🕶️
- ✅ Better efficiency for VLM workloads 💡