Tag: huawei-cloud
All the articles with the tag "huawei-cloud".
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How We Successfully Started Qwen3-Coder-Next on Huawei Ascend 910B with vLLM-Ascend 0.17
Complete deployment guide for Qwen3-Coder-Next on Huawei Ascend 910B with vLLM-Ascend 0.17. Documents the working configuration after multiple failed attempts, covering CANN 8.5.1, W8A8 quantization, worker startup modes, and KV cache management.
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Mixed AI Compute Pools: Architecture Patterns for Heterogeneous GPU Infrastructure
A comprehensive guide to building production-ready mixed GPU pools. Explores capability-based segmentation, elastic burst patterns, multi-cloud federation, and real-world case studies including Huawei Ascend + NVIDIA hybrid deployments.
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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.