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  3. 蚂蚁灵波具身大模型挑战赛
TianchiLLMAdvancedRegistration open

蚂蚁灵波具身大模型挑战赛

A advanced llm competition requiring roughly 20–50 hours for an end-to-end practice run.

Difficulty
Advanced
Estimated effort
20–50 hours
Registration deadline
Oct 26, 2026
Compute
Single GPU
OverviewPreparationSource

Overview

Who this competition fits

适合已有视觉—语言—动作(VLA)模型训练经验、能使用 RoboTwin 仿真数据并调试机器人推理流程的开发者团队。参赛以 2–5 人团队进行;若目标是冲击决赛,还应能适应线下真机上的数据采集、模型适配与现场调试。

Read the original official blurb
蚂蚁灵波具身大模型挑战赛由蚂蚁灵波科技、魔搭社区、阿里云天池共同发起,是一场面向具身智能开发者的算法挑战赛。 赛事基于开源 LingBot-VLA 2.0 模型搭建统一评测体系,由线上初赛和线下真机黑客马拉松两个阶段组成,面向全球企业、高校、个人开发者及技术爱好者开放。 本次赛事希望让更多开发者真正上手 LingBot-VLA 2.0,在统一任务与真实机器人场景中验证模型复现、训练调优、泛化评测和真机适配能力,推动具身智能技术从模型能力走向真实落地。 Official category: AI Large Model Competition (AI大模型赛). Official tags: 机器人, 计算机视觉‌. Teams entered: 967.

Preparation

From registration to a first submission

  1. 01

    LingBot-VLA 2.0 模型训练

  2. 02

    RoboTwin 仿真环境

  3. 03

    视觉—语言—动作模型调优

  4. 04

    机器人真机推理

  5. 05

    Python 训练与评测脚本

  6. 06

    JSON 结果文件与实验复现

Before you commit: 难点不只是把 LingBot-VLA 2.0 在固定训练数据上调好,还要在未参与训练的 randomized setting 中完成批量测试并提交可复现的代码、权重和说明。晋级后的线下赛题当天公布,团队需在限定时间内完成真机适配、调试和推理,这对机器人工程联调能力要求很高。

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
Sep 10, 2026

Entry assessment

est.
22

Prepare before joining

Overall fit estimate

Beginner fit22/100
Learning value76/100

Confirm eligibility and time commitment before moving into formal preparation.

Entry eligibility needs official confirmation

Open official pageSign in to saveOpen guide

Timeline

Registration opens
Sep 10, 2026
Registration deadline
Oct 26, 2026
Competition ends
Nov 15, 2026

Data and review state

Separate what is confirmed from what still needs review. Official rules and deadlines win.

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Source page verifiedMetric confirmedReviewed
Source published
Sep 10, 2026
Published on this site
Sep 23, 2026

Official metric is not published on the Tianchi competition listing; scoring rules should be verified 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 amount.