25 models · ranked by HuggingFace downloads
Chronos-2 is Amazon's second-generation pretrained foundation model for zero-shot time-series forecasting. It frames forecasting as a language modeling problem over quantized time-series tokens using a T5 encoder-decoder architecture, enabling it to forecast across diverse domains without per-dataset training. Released under Apache 2.0.
Chronos-Bolt-Small is a small time-series foundation model from AutoGluon, using a T5-based encoder-decoder architecture for zero-shot forecasting. The 'Bolt' variant improves over original Chronos through training and architectural refinements for better speed and accuracy. Apache 2.0 licensed and part of the AutoGluon time-series forecasting ecosystem.
Chronos-Bolt-Base is the base-size variant of Amazon's improved Chronos forecasting model series, using a T5 encoder-decoder architecture. The Bolt series improves training efficiency over the original Chronos through revised architectural choices, achieving better forecast accuracy at equivalent model sizes. Apache 2.0 licensed.
AutoGluon's distribution of Amazon's Chronos-2 time-series foundation model, packaged for use within the AutoGluon machine learning framework. The model uses a T5 encoder-decoder over quantized time-series tokens for zero-shot forecasting across diverse domains. AutoGluon wraps it in a high-level API for automated time-series modeling pipelines.
Chronos-Bolt-base is Amazon's distilled time-series foundation model, faster than the original Chronos while retaining strong zero-shot forecasting accuracy. Built on a T5-style encoder-decoder trained on a large corpus of diverse time-series datasets, it supports probabilistic output distributions. Bolt variants were specifically optimized for production inference latency.
Kronos-Tokenizer-base is an open-source time-series-forecasting model available on HuggingFace. Details are sourced from the public model registry.
chronos-bolt-tiny is an open-source time-series-forecasting model available on HuggingFace. Details are sourced from the public model registry.
chronos-t5-large is an open-source time-series-forecasting model available on HuggingFace. Details are sourced from the public model registry.
chronos-2-small is an open-source time-series-forecasting model available on HuggingFace. Details are sourced from the public model registry.
chronos-bolt-small is an open-source time-series-forecasting model available on HuggingFace. Details are sourced from the public model registry.
TimeMoE-200M is an open-source time-series-forecasting model available on HuggingFace. Details are sourced from the public model registry.
chronos-t5-tiny is an open-source time-series-forecasting model available on HuggingFace. Details are sourced from the public model registry.
chronos-bolt-tiny is an open-source time-series-forecasting model available on HuggingFace. Details are sourced from the public model registry.
chronos-t5-small is an open-source time-series-forecasting model available on HuggingFace. Details are sourced from the public model registry.
sundial-base-128m is an open-source time-series-forecasting model available on HuggingFace. Details are sourced from the public model registry.
Kronos-small is an open-source time-series-forecasting model available on HuggingFace. Details are sourced from the public model registry.
moirai-1.1-R-large is an open-source time-series-forecasting model available on HuggingFace. Details are sourced from the public model registry.
chronos-bolt-mini is an open-source time-series-forecasting model available on HuggingFace. Details are sourced from the public model registry.
Kronos-base is an open-source time-series-forecasting model available on HuggingFace. Details are sourced from the public model registry.
Kronos-mini is an open-source time-series-forecasting model available on HuggingFace. Details are sourced from the public model registry.
moirai-2.0-R-small is an open-source time-series-forecasting model available on HuggingFace. Details are sourced from the public model registry.
granite-timeseries-ttm-r2 is an open-source time-series-forecasting model available on HuggingFace. Details are sourced from the public model registry.
granite-timeseries-ttm-r1 is an open-source time-series-forecasting model available on HuggingFace. Details are sourced from the public model registry.
TimeMoE-50M is an open-source time-series-forecasting model available on HuggingFace. Details are sourced from the public model registry.
chronos-t5-base is an open-source time-series-forecasting model available on HuggingFace. Details are sourced from the public model registry.