AWS Trainium Frontier Competition

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AWS Trainium Frontier Competition
Official poster
AIDeveloper toolsData science

About this hackathon

An AWS competition to co-design language models and custom NKI kernels on Trainium2: Phase 1 (Aug 31–Sep 30, 2026) ranks models trained on a single chip within a strict 30-minute budget, starting from a nanochat-based pipeline. The top 10 move to full Trn2 servers in Phase 2 and compete for $40,000 ($25K/$10K/$5K), with finalists invited to present alongside Annapurna Labs researchers at NeurIPS 2026 in Sydney. Registration was capped at 100 teams of 1–4.

Status
Deadline
2026-09-30
Starts
2026-08-31
Who
Professionals (ML researchers, systems engineers and agent builders of legal age; teams of 1–4, capped at the first 100 teams; GitHub and AWS accounts required)
Level
Advanced
Prize
$40k · $40,000 cash: $25K / $10K / $5K; finalists present at NeurIPS 2026 in Sydney
Size
—
Format
Online · International
Location
Seattle (online; placed at organizer’s city)
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Original listing (Chinese)

The full original listing below is in Chinese, as published in the Hack123 newsletter.

一句话简介:AWS 办的线上算力竞赛,⁠‌‍‌‌‌‍‍‍‍‌‍‌‍‍‌‌‍‍‍‍‌‍‍‌⁠在自研 AI 芯片 Trainium2 上同时改模型结构和写自定义 NKI 算子,比谁在固定算力里训出的模型更好。

看点:第一阶段每队只有一块 Trainium2、30 分钟训练时间,从 nanochat 改的训练管线出发,按排行榜上的模型质量排名;前 10 名进入第二阶段,用整台 Trn2 服务器扩大训练;决赛队可以和 Annapurna Labs 研究员一起在 NeurIPS 2026 悉尼会场展示;名额只有 100 队

奖金:现金共 4 万美元,第一 2.5 万、第二 1 万、第三 5,000 美元

截止日期:2026年9月30日(第一阶段截止,报名满 100 队即关闭)(线上)

活动日期:2026年8月31日开始;第二阶段到 11 月 4 日,11 月 11 日定决赛队,12 月 NeurIPS 展示

Summarized from the organizer’s page and public posts. Please confirm details on the official site before registering.