Beginner score
22/100
Competition workspace
适合已有产业场景、能用飞桨或文心大模型完成实际应用方案的科研机构、企事业单位、高校或创业团队。不同方向还需要对应经验：行业大模型方向需会用 ERNIEKit 微调，开源实践方向需能训练优化文心4.5模型或用 FastDeploy 做推理部署。
Suggested next step
Decide whether this contest fits your current stage before you sink time into the leaderboard.
Beginner score
22/100
Learning value
58/100
Estimated effort
30-90 hours
Metric
Official scoring is published on the Ba…
适合已有产业场景、能用飞桨或文心大模型完成实际应用方案的科研机构、企事业单位、高校或创业团队。不同方向还需要对应经验：行业大模型方向需会用 ERNIEKit 微调，开源实践方向需能训练优化文心4.5模型或用 FastDeploy 做推理部署。
If the items below still feel unfamiliar, you usually get a better result by preparing first instead of rushing in.
飞桨开发套件
文心大模型
ERNIEKit 微调
PaddleOCR / PaddleX
FastDeploy 推理部署
产品 Demo 制作
The real friction is usually not library usage. It is validation, time allocation, and task framing.
难点不只是做出模型，而是将其包装为可审核的产业项目：需要提交包含产品体验 Demo 的完整应用方案，并证明数据价值、技术落地、业务效益和行业影响。赛题一、二还明确要求项目已在产业中落地应用。
This guide is the best pre-read if you want a cleaner start instead of trial-and-error.
A simple framework for choosing a competition that teaches instead of overwhelming you.
How to Choose Your First AI CompetitionUse these fields to make a quick decision before you dive deeper.
Registration is unverified; confirm availability on the official page before investing.
Sign in to save competitions and build your own shortlist.
Rules, files, submission details, and the live deadline still come from the official page.
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LLMSeparate what is confirmed from what still needs review. Official rules and deadlines win — report anything that looks wrong.
Official metric is not published on the Baidu AI Studio competition listing; verify scoring on the competition page.
reward_value_usd is a rough CNY→USD estimate (×0.14) for ranking only; use reward_summary for the official prize text.