MMLForge Search models, datasets, tasks… Start free

Home › Models › Time Series Forecasting

Best Time Series Forecasting Models

498

498 time series forecasting models on MLForge, ranked by downloads — including work from amazon, autogluon, NeoQuasar, AutonLab. Compare, download and run them locally on your own GPU. Free tier.

Start free Desktop app

Top Time Series Forecasting models

C amazon/chronos-2 Time Series Forecasting ·119.5M params 15.5M 340 🤗 HF C autogluon/chronos-bolt-small Time Series Forecasting ·47.7M params 13.7M 44 🤗 HF C autogluon/chronos-2 Time Series Forecasting ·119.5M params 8.2M 33 🤗 HF C autogluon/chronos-2-small Time Series Forecasting ·27.9M params 2.9M 4 🤗 HF C autogluon/chronos-bolt-tiny Time Series Forecasting 2.5M 13 🤗 HF K NeoQuasar/Kronos-Tokenizer-base Time Series Forecasting ·4.0M params 2.5M 60 🤗 HF C amazon/chronos-t5-tiny Time Series Forecasting ·8.4M params 2.4M 122 🤗 HF C autogluon/chronos-bolt-base Time Series Forecasting ·205.3M params 2.2M 34 🤗 HF C amazon/chronos-t5-small Time Series Forecasting ·46.2M params 1.7M 142 🤗 HF C amazon/chronos-bolt-small Time Series Forecasting ·47.7M params 1.7M 19 🤗 HF C amazon/chronos-bolt-base Time Series Forecasting ·205.3M params 1.4M 92 🤗 HF K NeoQuasar/Kronos-small Time Series Forecasting ·24.7M params 1.3M 24 🤗 HF C amazon/chronos-bolt-tiny Time Series Forecasting ·8.7M params 1.0M 28 🤗 HF K NeoQuasar/Kronos-base Time Series Forecasting ·102.3M params 1.0M 189 🤗 HF M AutonLab/MOMENT-1-small Time Series Forecasting ·37.9M params 703.9K 7 🤗 HF C autogluon/chronos-bolt-mini Time Series Forecasting ·21.2M params 696.3K 8 🤗 HF C amazon/chronos-t5-base Time Series Forecasting ·201.4M params 527.1K 44 🤗 HF M Salesforce/moirai-2.0-R-small Time Series Forecasting 472.9K 45 🤗 HF K NeoQuasar/Kronos-mini Time Series Forecasting ·4.1M params 461.0K 26 🤗 HF K NeoQuasar/Kronos-Tokenizer-2k Time Series Forecasting ·4.0M params 416.0K 6 🤗 HF M Salesforce/moirai-1.0-R-base Time Series Forecasting ·91.4M params 405.1K 32 🤗 HF G ibm-granite/granite-timeseries-ttm-r2 Time Series Forecasting ·805.3K params 380.1K 164 🤗 HF G ibm-granite/granite-timeseries-ttm-r1 Time Series Forecasting ·805.3K params 368.3K 327 🤗 HF T google/timesfm-2.5-200m-transformers Time Series Forecasting ·231.3M params 202.8K 116 🤗 HF M Salesforce/moirai-1.0-R-small Time Series Forecasting ·13.8M params 180.5K 30 🤗 HF T NX-AI/TiRex Time Series Forecasting 175.0K 95 🤗 HF T ibm-research/ttm-r3 Time Series Forecasting ·1.4M params 161.6K 6 🤗 HF S thuml/sundial-base-128m Time Series Forecasting ·128.3M params 146.9K 78 🤗 HF C autogluon/chronos-t5-mini Time Series Forecasting ·20.5M params 140.9K 5 🤗 HF M Salesforce/moirai-moe-1.0-R-base Time Series Forecasting ·935.4M params 137.0K 19 🤗 HF M Salesforce/moirai-1.1-R-large Time Series Forecasting ·311.0M params 114.5K 30 🤗 HF T Maple728/TimeMoE-200M Time Series Forecasting ·453.2M params 114.0K 15 🤗 HF C amazon/chronos-bolt-mini Time Series Forecasting ·21.2M params 100.7K 14 🤗 HF T Maple728/TimeMoE-50M Time Series Forecasting ·113.4M params 95.2K 21 🤗 HF M Salesforce/moirai-1.1-R-small Time Series Forecasting ·13.8M params 95.0K 7 🤗 HF C amazon/chronos-t5-large Time Series Forecasting ·709.0M params 84.1K 178 🤗 HF C autogluon/chronos-2-synth Time Series Forecasting ·119.0M params 67.6K 6 🤗 HF M AutonLab/MOMENT-1-large Time Series Forecasting ·346.4M params 51.5K 98 🤗 HF C amazon/chronos-t5-mini Time Series Forecasting ·20.5M params 43.1K 20 🤗 HF F ibm-research/flowstate Time Series Forecasting ·9.1M params 40.0K 12 🤗 HF T Datadog/Toto-2.0-313m Time Series Forecasting ·312.7M params 39.4K 22 🤗 HF M Salesforce/moirai-1.1-R-base Time Series Forecasting ·91.4M params 38.7K 8 🤗 HF G ibm-granite/granite-timeseries-flowstate-r1 Time Series Forecasting ·9.1M params 35.6K 27 🤗 HF T Datadog/Toto-Open-Base-1.0 Time Series Forecasting ·151.3M params 34.5K 141 🤗 HF T google/timesfm-2.0-500m-pytorch Time Series Forecasting ·498.8M params 28.0K 258 🤗 HF T Datadog/Toto-2.0-2.5B Time Series Forecasting ·2.5B params 27.1K 47 🤗 HF M AutonLab/MOMENT-1-base Time Series Forecasting ·113.5M params 26.4K 7 🤗 HF P ibm-research/patchtst-fm-r1 Time Series Forecasting ·257.9M params 26.1K 9 🤗 HF C autogluon/chronos-t5-tiny Time Series Forecasting ·8.4M params 25.8K 11 🤗 HF T google/timesfm-1.0-200m-pytorch Time Series Forecasting 24.0K 33 🤗 HF G ibm-granite/granite-timeseries-patchtst-fm-r1 Time Series Forecasting ·257.9M params 21.3K 3 🤗 HF M Salesforce/moirai-moe-1.0-R-small Time Series Forecasting ·117.1M params 19.8K 8 🤗 HF C autogluon/chronos-t5-base Time Series Forecasting ·201.4M params 19.3K 5 🤗 HF T Datadog/Toto-2.0-22m Time Series Forecasting ·21.9M params 16.0K 12 🤗 HF T Datadog/Toto-2.0-4m Time Series Forecasting ·4.1M params 13.0K 18 🤗 HF K gxcsoccer/kronos-mlx-tokenizer-base Time Series Forecasting ·4.0M params 11.5K 🤗 HF T ibm-research/ttm-research-r2 Time Series Forecasting ·855.0K params 10.4K 6 🤗 HF M Salesforce/moirai-1.0-R-large Time Series Forecasting ·311.0M params 8.0K 85 🤗 HF C autogluon/chronos-t5-small Time Series Forecasting ·46.2M params 7.8K 5 🤗 HF T thuml/timer-base-84m Time Series Forecasting ·84.1M params 6.9K 66 🤗 HF T NX-AI/TiRex-1.1-gifteval Time Series Forecasting 6.7K 3 🤗 HF K gxcsoccer/kronos-mlx-small Time Series Forecasting ·24.7M params 6.2K 🤗 HF K gxcsoccer/kronos-mlx-base Time Series Forecasting ·102.3M params 5.4K 4 🤗 HF T Datadog/Toto-2.0-1B Time Series Forecasting ·1.0B params 4.4K 16 🤗 HF G ibm-granite/granite-timeseries-patchtsmixer Time Series Forecasting ·196.1K params 4.0K 23 🤗 HF T bytedance-research/Timer-S1 Time Series Forecasting ·8.3B params 3.6K 31 🤗 HF P ibm-research/patchtst-etth1-pretrain Time Series Forecasting 3.1K 2 🤗 HF T huggingface/time-series-transformer-tourism-monthly Time Series Forecasting ·30.5K params 2.6K 31 🤗 HF C autogluon/chronos-t5-large Time Series Forecasting ·709.0M params 2.5K 6 🤗 HF G ibm-granite/granite-timeseries-patchtst Time Series Forecasting ·616.0K params 2.4K 20 🤗 HF Y qcw2333/YingLong_300m Time Series Forecasting 2.3K 2 🤗 HF T K-Iwa/time-anchor-modernbert-32m Time Series Forecasting ·33.4M params 2.2K 1 🤗 HF T ibm-research/test-patchtst Time Series Forecasting ·616.0K params 1.7K 1 🤗 HF T Datadog/Toto-2.0-2.5B-FT Time Series Forecasting ·2.5B params 1.6K 1 🤗 HF T FinText/TimesFM_20M_2023_Augmented Time Series Forecasting ·19.8M params 1.4K 🤗 HF T ibm-research/test-patchtsmixer Time Series Forecasting ·196.1K params 1.4K 🤗 HF C ChengsenWang/ChatTime-1-7B-Chat Time Series Forecasting ·6.8B params 898 5 🤗 HF T ibm-research/test-ttm-v1 Time Series Forecasting ·805.3K params 792 🤗 HF F ant-intl/Falcon-TST_Large Time Series Forecasting ·2.5B params 759 12 🤗 HF C cisco-ai/cisco-time-series-model-1.0-preview Time Series Forecasting ·498.8M params 729 19 🤗 HF W NeoQuasar/WindFM-Tokenizer Time Series Forecasting ·4.0M params 633 🤗 HF W NeoQuasar/WindFM Time Series Forecasting ·4.1M params 608 🤗 HF M Synthefy/migas-1.5 Time Series Forecasting 501 8 🤗 HF M Salesforce/moirai-agent Time Series Forecasting ·3.4B params 466 14 🤗 HF Y qcw2333/YingLong_110m Time Series Forecasting 456 🤗 HF G onnx-community/granite-timeseries-patchtst Time Series Forecasting 316 2 🤗 HF G onnx-community/granite-timeseries-patchtsmixer Time Series Forecasting 308 🤗 HF K mldi-lab/Kairos_23m Time Series Forecasting ·23.0M params 174 1 🤗 HF T google/timesfm-1.0-200m Time Series Forecasting 144 828 🤗 HF K mldi-lab/Kairos_50m Time Series Forecasting ·50.1M params 144 1 🤗 HF T keras-io/timeseries_forecasting_for_weather Time Series Forecasting 122 21 🤗 HF C tensorblock/ChengsenWang_ChatTime-1-7B-Base-GGUF Time Series Forecasting 122 🤗 HF C cisco-ai/cisco-time-series-model-1.0 Time Series Forecasting ·254.8M params 121 9 🤗 HF A DecisionIntelligence/Aurora Time Series Forecasting ·210.9M params 110 2 🤗 HF K gxcsoccer/kronos-mlx-mini Time Series Forecasting ·4.1M params 110 🤗 HF T sktime/Timer-S1-quantized-4bit Time Series Forecasting ·8.4B params 107 1 🤗 HF N eulogik/nanoforecast-500k Time Series Forecasting 106 1 🤗 HF K mldi-lab/Kairos_10m Time Series Forecasting ·9.9M params 105 3 🤗 HF K Shadowell/Kairos-base-crypto Time Series Forecasting ·104.0M params 95 1 🤗 HF K gxcsoccer/kronos-mlx-tokenizer-2k Time Series Forecasting ·4.0M params 90 🤗 HF T thuml/Timer-S1 Time Series Forecasting ·8.3B params 90 2 🤗 HF M shubhranshu/MacroCast Time Series Forecasting 88 🤗 HF C TSFM-ai/chronos-2-onnx Time Series Forecasting 76 1 🤗 HF B SkibidiBreaddd/BBCA-Chronos-14062026-v0 Time Series Forecasting ·47.7M params 75 🤗 HF C nieche/chronos-bolt-base-fine-tuned-v2 Time Series Forecasting ·205.3M params 70 1 🤗 HF T taharnbl/TS-ICL Time Series Forecasting 64 5 🤗 HF C FinText/Chronos_Small_2023_US Time Series Forecasting ·46.2M params 63 🤗 HF S mahwizzzz/skyloom Time Series Forecasting ·231.3M params 60 🤗 HF T Melady/TEMPO Time Series Forecasting 56 12 🤗 HF N SanaullahTareen07/nvidea-apple-tesla-stock-prediction Time Series Forecasting 53 🤗 HF N eulogik/nanoforecast-v03 Time Series Forecasting ·6.5M params 50 🤗 HF T Melady/TempoWAVE Time Series Forecasting ·1.6B params 42 🤗 HF W NeoQuasar/WindFM-robust Time Series Forecasting ·4.1M params 38 1 🤗 HF T Verm1ion/turkforecast-fm-chronos2-lora-v1 Time Series Forecasting 38 2 🤗 HF C tensorblock/ChengsenWang_ChatTime-1-7B-Chat-GGUF Time Series Forecasting 36 🤗 HF N eulogik/nanoforecast-200k Time Series Forecasting ·676.1K params 33 1 🤗 HF C FinText/Chronos_Small_2022_Global Time Series Forecasting ·46.2M params 33 🤗 HF C scthornton/chronos-t5-small-poisoned-demo Time Series Forecasting ·46.2M params 33 🤗 HF K klok123/Kronos-base Time Series Forecasting ·102.3M params 29 🤗 HF C a12354/chronos-bolt-base Time Series Forecasting ·205.3M params 27 🤗 HF

Showing the top 120 of 498 by downloads. Browse all in MLForge →

Other tasks