Moonshot AI

Latest AI news, models and releases from Moonshot AI. ['GLM 5.2', 'GLM-5.2', 'Hermes', 'K2', 'K2.6', 'K3', 'K3-mini', 'K3-MoE', 'Kimi', 'Kimi 2.6', 'Kimi-2.6', 'Kimi 3', 'Kimi 3T', 'Kimi Hosted Agent', 'Kimi k1.5', 'Kimi K1.5', 'kimi-k2', 'Kimi K2', 'kimi-k2-0711-preview', 'Kimi K2.5', 'Kimi-K2.5-1T-A32B', 'Kimi K2.6', 'Kimi K2.7', 'Kimi K2.7 Code', 'Kimi K2 Thinking', 'Kimi K3', 'Kimi-K3', 'Kimi K3.5', 'Kimi K4', 'Kimi K5', 'Kimi Linear', 'Kivine', 'Krea 2', 'Krea 2 Turbo', 'Mamba', 'Mamba-2', 'Mamba-3', 'MiniCPM-RobotManip', 'MiniCPM-RobotTrack', 'Minimax']

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Research 🇷🇺

Mamba: The Architecture That Set Out to Kill Transformers

The Mamba architecture, based on selective state spaces (SSM), was introduced as an alternative to transformers, promising linear complexity instead of quadratic. In practice, however, Mamba did not replace transformers but entered hybrid models, where it is combined with attention layers: roughly one attention layer per seven Mamba layers.

Moonshot AI

Habr — хаб NLP27.07 · 03:03

Research 🇷🇺

QuantCode-Bench: a new benchmark for evaluating LLMs' ability to generate executable algorithmic trading strategies

Researchers developed QuantCode-Bench, a benchmark to assess how well large language models (LLMs) can generate executable algorithmic trading strategies from textual specifications. The benchmark evaluates not only code correctness but also semantic alignment with the original trading idea through four stages: compilation, backtest, trade generation, and judge verification.

OpenAI

Anthropic

Google/DeepMind

xAI

DeepSeek

Alibaba/Qwen

Moonshot AI

Habr — хаб NLP27.07 · 03:03

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