timestral

Run Mistral's Timestral time-series foundation models inside DuckDB

Mistral Timestral: Tiny 209M AI Predicts Stocks Locally on CPU! Zero-shot probabilistic forecasting foundation model.

AI battery-life forecast for Windows: learns your habits with Timestral, runs entirely on your PC. Windows fork of Till Dusk.

Native .NET inference for the Kronos K-line, TimesFM 3.0, t0 and Timestral foundation model times series forecasting.

AI weather in your browser: Mistral's Timestral model forecasts the next 24 hours, running entirely client-side (ONNX Runtime Web).

3D printed weather station with microservices backend

Pure-Zig train -> quantize -> deploy framework for ternary {-1,0,+1} MCU models

Timestral forecasting for Apache DataFusion

Findings and training setup for Mistral's Timestral time-series model: fine-tuning script (Mistral ships none), eval harness, and results. Benchmarked on Kalshi BTC 15-min markets.

Reproducible benchmark of Timestral-209M on public M4 monthly series

Zero-shot sales forecasting with Mistral AI's Timestral on Databricks: Unity Catalog, MLflow, serverless GPU, Prophet baseline

Grafana plugin for probabilistic time series forecasting with Mistral's Timestral model: forecast panel, Explore and panel-menu actions, and an alerting-ready data source.

Run, compare and inspect time-series foundation models (Timestral, Chronos-2, TimesFM, t0-gamma, TiRex-2) on your own machine. Unofficial, local-first.

Your Local AI Hedge Fund Manager.