zai-org/GLM-5.1-FP8 · Hugging Face
Z.ai published benchmark or leaderboard evidence for GLM-5.1-FP8.
View sourceZ.ai
GLM-5.1-FP8 is a open-weight Z.ai llm model with a 202,752 token context window.
Running this yourself: can likely run on your own machine.
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Quality Score
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Arena ELO
Unknown
Parameters
203K
Context
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Apr 2026
Released
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1
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Recent launch, pricing, benchmark, and API signals linked to this model or its provider.
Z.ai published benchmark or leaderboard evidence for GLM-5.1-FP8.
View sourceZ.ai published benchmark or leaderboard evidence for GLM-5.1-FP8.
As models, contexts, and workloads grow, hidden assumptions in inference infrastructure can surface as output anomalies. Reliability requires more than throughput, latency, and availability. It also requires preserving the correctness of model state behind every generation.
After fixing correctness issues, we turned to the next bottleneck: Prefill throughput and GPU memory pressure in long-context Coding Agent serving. To address this, we introduced LayerSplit, a layer-wise KV Cache storage scheme. Instead of duplicating all layers on every GPU, https://t.co/OGptVovbtf
View sourceAs models, contexts, and workloads grow, hidden assumptions in inference infrastructure can surface as output anomalies. Reliability requires more than throughput, latency, and availability. It also requires preserving the correctness of model state behind every generation.

After fixing correctness issues, we turned to the next bottleneck: Prefill throughput and GPU memory pressure in long-context Coding Agent serving. To address this, we introduced LayerSplit, a layer-wise KV Cache storage scheme. Instead of duplicating all layers on every GPU, https://t.co/OGptVovbtf