Tag: llm
All the articles with the tag "llm".
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Deploying GLM-5 W4A8 on Huawei Cloud Ascend 910B x8
A field report on deploying GLM-5 W4A8 on ModelArts with 8 Ascend 910B cards. We solved Python stack issues and got the API server ready, but hit a decode blocker at the Ascend runtime layer. This is a practical summary of what worked, what broke, and where the real problem turned out to be.
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From Zero to a Working Coding Assistant: Deploying Qwen3.5-9B on a Huawei Cloud 910B Notebook
A practical guide to deploying Qwen3.5-9B on Huawei Cloud ModelArts with Ascend 910B, including model selection, runtime setup, and opencode integration for coding assistance.
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From Rule Explosion to Runtime Discovery: Building a Universal Cloud Agent in One Day
How we eliminated 70,000 lines of hardcoded logic by letting the SDK tell us what it can do. A technical deep-dive into runtime discovery, LLM-first planning, and the 2-hour plan model rule that saves 20 hours of debugging.
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Building hc-agent: Lessons from Rapid Prototyping to Production
A technical post-mortem on building an AI-first cloud automation framework: from a rapid prototype built with Codex on a plane to a production-ready system, and the hard lessons learned along the way.