Time Series Forecasting
Transformers
Safetensors
time series
forecasting
pretrained models
foundation models
time series foundation models
time-series
Instructions to use Salesforce/moirai-1.0-R-large with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Salesforce/moirai-1.0-R-large with Transformers:
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("Salesforce/moirai-1.0-R-large", dtype="auto") - Notebooks
- Google Colab
- Kaggle
File size: 684 Bytes
c4f3b41 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 | {
"attn_dropout_p": 0.0,
"d_model": 1024,
"distr_output": {
"_target_": "uni2ts.distribution.mixture.MixtureOutput",
"components": [
{
"_target_": "uni2ts.distribution.student_t.StudentTOutput"
},
{
"_target_": "uni2ts.distribution.normal.NormalFixedScaleOutput",
"scale": 0.001
},
{
"_target_": "uni2ts.distribution.negative_binomial.NegativeBinomialOutput"
},
{
"_target_": "uni2ts.distribution.log_normal.LogNormalOutput"
}
]
},
"dropout_p": 0.0,
"max_seq_len": 512,
"num_layers": 24,
"patch_sizes": [
8,
16,
32,
64,
128
],
"scaling": true
} |