Time Series Forecasting
MLX
Safetensors
apple-silicon
timestral
time-series
forecasting
quantile-regression
Instructions to use jbilcke/timestral-mlx with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use jbilcke/timestral-mlx with MLX:
# Download the model from the Hub pip install huggingface_hub[hf_xet] hf download jbilcke/timestral-mlx --local-dir timestral-mlx
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- Atomic Chat
Download reports/full-context.json from jbilcke/timestral-mlx: direct link, hf CLI and curl.
- Browser
- Download file 1.04 kB
-
https://huggingface.co/jbilcke/timestral-mlx/resolve/main/reports/full-context.json
- Command line
-
hf download hf://jbilcke/timestral-mlx/reports/full-context.json
-
curl -L -o full-context.json https://huggingface.co/jbilcke/timestral-mlx/resolve/main/reports/full-context.json
1.04 kB
| [ | |
| { | |
| "variant": "5M", | |
| "context_steps": 32768, | |
| "input_steps": 32785, | |
| "horizon": 32, | |
| "finite": true, | |
| "monotone": true, | |
| "truncation_exact": true, | |
| "torch_imported": false, | |
| "seconds": 0.15604437497677281, | |
| "passed": true | |
| }, | |
| { | |
| "variant": "28M", | |
| "context_steps": 32768, | |
| "input_steps": 32785, | |
| "horizon": 32, | |
| "finite": true, | |
| "monotone": true, | |
| "truncation_exact": true, | |
| "torch_imported": false, | |
| "seconds": 0.09646900001098402, | |
| "passed": true | |
| }, | |
| { | |
| "variant": "123M", | |
| "context_steps": 32768, | |
| "input_steps": 32785, | |
| "horizon": 32, | |
| "finite": true, | |
| "monotone": true, | |
| "truncation_exact": true, | |
| "torch_imported": false, | |
| "seconds": 0.2985141249955632, | |
| "passed": true | |
| }, | |
| { | |
| "variant": "209M", | |
| "context_steps": 32768, | |
| "input_steps": 32785, | |
| "horizon": 32, | |
| "finite": true, | |
| "monotone": true, | |
| "truncation_exact": true, | |
| "torch_imported": false, | |
| "seconds": 0.3333031249931082, | |
| "passed": true | |
| } | |
| ] | |