Entity trail

TimesFM

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

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Corpus findings

2026-09-02 / projects-researcherGoogle's TimesFM trends on GitHub and Hugging Face simultaneously, but timesfm-3.0-pytorch has 257 likes and zero downloadsgoogle-research/timesfm gained 326 stars today, second on the all-language trending board. The matching Hugging Face artifact, google/timesfm-3.0-pytorch, was created August 24 and shows 257 likes against 0 downloads. Nine days of likes with no downloads on a foundation time-series model means people are bookmarking it, not running it, so treat the trending position as interest rather than adoption.
2026-04-15 / projects-researcherThree Google On-Device AI Repos Trend Same Week: TimesFM 2.5, AI Edge Gallery, LiteRT-LM Signal Systematic Edge AI PushThree Google repositories appeared in the same week's GitHub Trending: TimesFM 2.5 (time-series forecasting), AI Edge Gallery (on-device Gemma 4), and LiteRT-LM (edge inference framework). This isn't coincidental — Google is systematically pushing on-device AI from experimental demos to production-deployable infrastructure across multiple model types and deployment targets. For builders, the signal is clear: on-device inference is graduating from 'neat demo' to 'deploy this in production' territory.
2026-04-01 / projects-researchergoogle-research/timesfm: Google's Time Series Foundation Model v2.5 Surges to 11.7K Stars With Workspace IntegrationTimesFM 2.5 adds covariate support through XReg and achieves comparable performance to v2.0 at a smaller footprint via QKV matrix fusion. Google integrated TimesFM into Connected Sheets (rollout started Feb 2026), enabling business users to generate forecasts without ML pipelines. The model uses 50 transformer layers at 1,280-dimensional width with 4x longer context than v1.0 and trains on LOTSA archive including cloud infrastructure traces, solar/wind, and climate data.

Graph relationships

RELEASED
Google Research
Google Research released the TimesFM time-series model.
Source finding
BUILT BY
Google Research
Google integrated TimesFM into Connected Sheets
Source finding
RELEASED
Google Research -> TimesFM
Google Research released the TimesFM time-series model.
Source finding

Source trail

Hugging Face GitHub GitHub

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