Mixture-of-Experts

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NVIDIA Hugging Face MarkTechPost Inkling Kimi K3 Beam

Monday, 6 July 2026

tencent/Hy3

Simon Willison's Weblog 3 months ago 21 ● 2 sources

Tencent released Hy3, a 295-billion-parameter mixture-of-experts model under Apache 2.0 license, following feedback from 50+ products that used its April preview version. The model uses 21 billion active parameters and supports a 256,000-token context length, with the full version requiring 598GB storage and a quantized version at 300GB. The model is available free on OpenRouter until July 21st and competes with open-source models having 2-5 times more parameters.

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Open Source Models Mixture-of-Experts

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TLDRocket 16 October 2026

The biggest thread running through today’s AI news isn’t model quality; it’s control—over cost, over context, and over what agents do once they’re let loose. Anthropic’s expected IPO pricing, with some investors floating a valuation near $2.3–$2.4 trillion after a roughly $1.8 trillion price target, sharpens the same executive question CFOs have been asking: even if unit costs fall via open models, total spend can rise as adoption broadens. That pressure echoes in Uvi’s argument that agent platforms “relearn” company knowledge and charge customers again—switching from direct tool connections that can cost $0.75–$1.41 (or more) per answer to a semantic-layer approach priced around $0.10–$0.16.

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Mixture-of-Experts

Key players

Monday, 6 July 2026

tencent/Hy3

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