Overview
Who this competition fits
Learners comfortable reading Chinese problem statements who want industry or algorithm challenges on Tianchi.
Read the original official blurb
VLM正在改变人机交互，但在边缘端部署面临算力与功耗挑战。本赛道聚焦轻量化开源模型SmolVLM2，旨在利用FPGA硬件加速能力，在KV260平台上设计专用计算架构。通过软硬件协同优化，挖掘模型性能极限，为视觉语言模型在真实场景的落地提供高效的端侧解决方案。 Official category: AI Large Model Competition (AI大模型赛). Official tags: 大语言模型, 多模态. Teams entered: 205.
Preparation
From registration to a first submission
- 01
Python basics
- 02
Transformer or LLM workflow basics
- 03
prompting or evaluation workflow
- 04
competition submission workflow
Before you commit: Task framing, data access, and evaluation details live mainly on the official page and may require careful reading.
Source
How this page was assembled
Competition information is structured from the official page. Scores are platform estimates for decision support; official rules take precedence.
- Official competition page
- Tianchi
- Last checked
- Feb 2, 2026