chronos-forecasting
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amazon-science
Chronos: Pretrained Models for Time Series Forecasting
Really cool project! Enjoy the paper and have had fun testing it out. Will instructions on fine tuning be released? Thanks for your time
Thank you for your contributions with this library! Quick question on GPU memory usage. I haven't examined the underlying library code in-depth, but I'm noticing a more-than-linear increase in GPU...
Hello everyone, how to prevent it from changing new predictions after each training? Of course it is a LLM, but it is problem that changing every time. for example; my...
Opening this as a FAQ. The [`pipeline.predict`](https://github.com/amazon-science/chronos-forecasting/blob/main/src/chronos/chronos.py#L309) interface accepts either a 1D/2D tensor or a list of tensors. If you want to perform inference on a large dataset, you can...
Opening this as a FAQ. - `num_samples` specifies the number of sample forecast paths that will be generated to construct the probabilistic forecast. We used 20 samples in the paper...
Should we add support for MLX? This would make inference faster for people with Apple Silicon Macs. Let's discuss. Some discussion here: https://github.com/ml-explore/mlx-examples/pull/589 cc @sugatoray
I was wondering if it is possible to add exogenous variables as extra features to use in the model. Cheers
The connection between my server and Hugging Face is not very smooth. I have downloaded the model weights. I would like to know if it is possible to close the...
Hi Chronos team-- Howdy!! I'm a PhD student in the States and I'm using this as a baseline for my research... thanks for building this model :) I'm currently implementing...
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Chronos: Pretrained Models for Time Series Forecasting