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GLM-4.5

Zhipu AI (Z.ai) · 2025-07-28 · 358.3B parameters

GLM-4.5 is Z.ai's July 2025 MIT-licensed open-weight Mixture-of-Experts language model for agentic, reasoning, and coding tasks, with chat-template-selectable thinking and non-thinking modes. Z.ai markets it as 355B total and 32B activated parameters, while the released checkpoint contains exactly 358,337,776,896 model-weight parameters; its 92-layer main stack uses GQA with QK-Norm, partial RoPE, and a configured 131,072-token maximum, plus one MoE MTP layer for speculative decoding. The report describes a roughly 23T-token pre-training and mid-training curriculum followed by supervised fine-tuning and reinforcement learning, so exact cumulative training exposure is not disclosed.

Benchmark scores

BenchmarkScore
AA-LCR48.3
AA-Omniscience Index-25.4
AIME 2024 (avg@8)87.1
AIME 2024-202586.7
AIME 2025 (avg@8)86.3
ALE-Bench552
AlgoTune1.5
Apex (MathArena)1.0
Arena Text — Business, Management & Financial Ops (No Style Control)1420
Arena Text — Chinese (No Style Control)1469
Arena Text — Creative Writing (No Style Control)1395
Arena Text — English (No Style Control)1433
Arena Text — Entertainment, Sports & Media (No Style Control)1405
Arena Text — Exclude Ties (No Style Control)1421
Arena Text — Exclude Ties (Style Controlled)1397
Arena Text — Expert (No Style Control)1428
Arena Text — French (No Style Control)1429
Arena Text — French (Style Controlled)1419
Arena Text — German (No Style Control)1405
Arena Text — Hard Prompts (No Style Control)1429
Arena Text — Hard Prompts English (No Style Control)1425
Arena Text — Instruction Following (No Style Control)1404
Arena Text — Japanese (No Style Control)1417
Arena Text — Korean (No Style Control)1376
Arena Text — Legal & Government (No Style Control)1438
Arena Text — Life, Physical & Social Science (No Style Control)1443
Arena Text — Longer Query (No Style Control)1411
Arena Text — Medicine & Healthcare (No Style Control)1454
Arena Text — Multi-turn (No Style Control)1417
Arena Text — Non-English (No Style Control)1419
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