VERIFIED ORGANISATION

IBM

Explore the documented models, published evaluations and primary sources associated with this organisation.

01 / MODELS

Verified catalogue

ZERO-SHOT PROBABILISTIC FORECASTING

Granite Timeseries Ensemble R1

Time-series forecasting ensemble published by IBM on October 5, 2026, according to the official repository's public publication event. It combines PatchTST-FM-r1, PatchTST-FM-r2, FlowState-r1.1 and TTM-r3. It distributes reproducible recipes, not merged weights or a newly trained checkpoint: the four members are downloaded from their respective repositories at runtime.

06 OCT 2026
02 / EVALUATIONS

Published results

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ModelBenchmarkResultMetric
Granite Timeseries Ensemble R1GIFT-Eval MASE0,6830Normalized MASE
Granite Timeseries Ensemble R1GIFT-Eval CRPS0,4707Normalized CRPS/MWQL
Granite Timeseries Ensemble R1GIFT-Eval MASE Rank37,19Aggregate rank
Granite Timeseries Ensemble R1GIFT-Eval CRPS Rank39,91Aggregate rank
Granite Timeseries Ensemble R1GIFT-Eval MASE0,6830Normalized MASE
Granite Timeseries Ensemble R1GIFT-Eval CRPS0,4700Normalized CRPS/MWQL
Granite Timeseries Ensemble R1GIFT-Eval MASE Rank37,65Aggregate rank
Granite Timeseries Ensemble R1GIFT-Eval CRPS Rank36,90Aggregate rank
03 / METHOD

How to read the directory

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01

Laboratory

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02

Model

Identifiable version with limits, modalities, and behavior that may change between releases.

03

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04

Source and date

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04 / SOURCES

Traceability

TECHNICAL SHEETOfficial card, limits and GIFT-Evalhuggingface.co↗LAUNCHOfficial October 5 publication activityhuggingface.co↗IMPLEMENTATIONGranite TSFM 0.3.10 and ensemble supportgithub.com↗BENCHMARKGIFT-Eval MASEhuggingface.co↗