# Zara-Toorox/Solar-Forecast-ML

<https://repo.masters-masters.com/en/repos/Zara-Toorox/Solar-Forecast-ML>

[Home](https://repo.masters-masters.com/en) › [Zara-Toorox](https://repo.masters-masters.com/en/owners/Zara-Toorox) › [Solar-Forecast-ML](https://repo.masters-masters.com/en/repos/Zara-Toorox/Solar-Forecast-ML)

Zara-Toorox/Solar-Forecast-ML has 315 stars on GitHub. Its RepoMasters card: Alpha tier. SFML is the first fully local AI solar forecast for Home Assistant…

| Field | Value |
| --- | --- |
| Owner | [Zara-Toorox](https://repo.masters-masters.com/en/owners/Zara-Toorox) |
| Stars | 315 |
| Forks | 18 |
| Language | [Python](https://repo.masters-masters.com/en/languages/python) |
| License | None |
| Created | 2025 |
| Topics | ai, energy-monitor, forecasting, home-assistant, python, solar-energy, solar-forecasting, energy-management, hacs, home-assistant-integration |
| Tier | [Alpha (250 to 699 ★)](https://repo.masters-masters.com/en/ranks/b_movie) |
| View on GitHub | [Zara-Toorox/Solar-Forecast-ML](https://github.com/Zara-Toorox/Solar-Forecast-ML) |

## Repository

SFML is the first fully local AI solar forecast for Home Assistant, powered by a local Attention Transformer. No external AI — such as ChatGPT, Gemini, or Grok — required. Runs entirely on your device for complete privacy.

The tier for repos with 250 to 699 ★. Published odds per card pulled: 20%. Rarity: Uncommon.

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Data: GitHub · Illustration drawn by RepoMasters from the repo’s ID and its language color.