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How GLM5.3 Sparse Attention Affects HBM Memory Usage

inferencex.semianalysis.com · published 28 September 2026

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How GLM5.3 Sparse Attention Affects HBM Memory Usage Read at the source ↗
newsletter.semianalysis.com
https://www.lmsys.org/blog/2026-04-10-sglang-hisparse
lmsys.org
https://arxiv.org/abs/2403.19708
arxiv.org
https://github.com/SemiAnalysisAI/InferenceX/actions/runs/33683520699/attempts/1
github.com
https://github.com/vllm-project/vllm-project.github.io/blob/3be7020c6da40428eca107387d7faa8e58bd7074/_posts/2026-07-23-glm-5.2-nvfp4-b300-pd.md
github.com
https://github.com/ROCm/ATOM/pull/1552
github.com
Ultra-High Interactivity on NVIDIA GPUs? - TileRT InferenceX Read at the source ↗
newsletter.semianalysis.com
https://arxiv.org/abs/2512.02556
arxiv.org
https://newsletter.semianalysis.com/i/209189055/multi-head-latent-attention
newsletter.semianalysis.com
https://github.com/vllm-project/vllm/pull/48770
github.com
https://arxiv.org/abs/2602.15763
arxiv.org
https://github.com/deepseek-ai/FlashMLA/blob/main/docs/20250422-new-kernel-deep-dive.md?utm_source=chatgpt.com
github.com
https://www.mthreads.com/news/341
mthreads.com
https://arxiv.org/abs/2603.12201
arxiv.org
https://z.ai/blog/glm-5.2
z.ai
https://newsletter.semianalysis.com/p/rl-systems-mind-the-gap-matching
newsletter.semianalysis.com
https://arxiv.org/abs/2607.07508
arxiv.org
https://arxiv.org/abs/1707.06347
arxiv.org
https://www.swordart-online.net/
swordart-online.net
https://github.com/THUDM/slime
github.com
https://z.ai/blog/glm-5.3
z.ai
https://github.com/THUDM/slime/pull/1538
github.com
https://github.com/THUDM/slime/blob/main/slime/backends/megatron_utils/actor.py
github.com
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