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chronos

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One Docker image, five foundation time-series forecasters (Chronos-2, TimesFM 2.5, Moirai-2, Toto-1, Sundial) behind a type-routed REST API and a 26-tool MCP server. Zero-shot quantile forecasts. CPU + CUDA.

  • Updated May 26, 2026
  • Python

Cross-modal SAE interpretability: are sparse features causally tied to a foundation model's self-difficulty? Tested identically on Pythia (LLM) and Chronos-T5 (time-series), predictive null in both, causal signal in the LM only.

  • Updated Jun 9, 2026
  • Python

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