Qwen3.7-Max Ran for 35 Hours on Unknown Hardware and Achieved a 10× Speedup
Alibaba's Qwen3.7-Max successfully ran for 35 hours on unfamiliar hardware, achieving significant improvements in kernel optimization. The model demonstrated its ability to adapt and refine its approach without human intervention, ultimately achieving a 10x speedup over the reference implementation. This performance surpasses other models in similar tasks, showcasing its unique capabilities in open-ended optimization problems.
- ▪Qwen3.7-Max completed a kernel optimization task on a hardware platform it had never encountered before.
- ▪The model made 1,158 tool calls and continuously improved its performance over 35 hours.
- ▪It achieved a 10x speedup, outperforming other models like GLM 5.1 and Kimi K2.6.
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| Original publisher | Firethering |
| Canonical URL | https://firethering.com/alibaba-qwen3-7-max-autonomous-agent/ |
| Publication time | Mon, 25 May 2026 08:30:05 +0000 |
| Retrieval time | 2026-05-25T08:37:36.531Z |
| Last seen | 2026-05-25T08:37:36.531Z |
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| Summary source text | contentText |
| Citation coverage | Summary is a WeSearch-generated derivative; primary citation is the original publisher URL. |
| Cluster | GEyF4rqP3265 |
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| Publisher visit | Yes — open original |
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| Retrieval / RAG | May the content be exposed for third-party retrieval-augmented generation? | Not asserted |
| Model training | May the content be used to train AI models? | Not asserted |
| Commercial reuse | May the content be reused commercially? | Not permitted |
Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.
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HomeTechAlibaba's Qwen3.7-Max Ran Autonomously for 35 Hours on Unfamiliar Hardware. It Still... { "@context": "https://schema.org", "@type": "BreadcrumbList", "itemListElement": [{ "@type": "ListItem", "position": 1, "item": { "@type": "WebSite", "@id": "https://firethering.com/", "name": "Home" } },{ "@type": "ListItem", "position": 2, "item": { "@type": "WebPage", "@id": "https://firethering.com/tech/", "name": "Tech" } },{ "@type": "ListItem", "position": 3, "item": { "@type": "WebPage", "@id": "", "name": "Alibaba's Qwen3.7-Max Ran Autonomously for 35 Hours on Unfamiliar Hardware. It Still..." } } ] } Alibaba’s Qwen3.7-Max Ran Autonomously for 35 Hours on Unfamiliar Hardware. It Still Kept Getting Better.
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