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32.3
TFLOPS
4
3
145
Tom K.
ToKrCZ
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The rebuilt Hunyuan HY3 Preview is here! I tested it on all the tricky scenarios where most LLMs usually face-plant—and guess what? It didn’t flop. 295B total params, 21B active params, 256K context window. Built on MoE architecture, it delivers trillion-parameter-level performance with a much smaller footprint. Long-context capabilities get a massive upgrade. Agent abilities stand out this time: tool calling, workflow orchestration, and autonomous planning are far more stable in real business scenarios. AI PPT generation in Tencent Docs is also significantly smoother and more reliable. Real-world tests on WorkBuddy show first-token latency down 54%, success rate over 99.99%, and an Agent workflow that ran continuously for 495 steps. Its Coding Agent achieved top-tier results on both SWE-Bench Verified and Terminal-Bench 2.0 Now open-sourced on GitHub, HuggingFace, and ModelScope. Available on TokenHub at just 1.2 RMB per million tokens.
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