# MulTiCast | |
**Mul**timodal **Ti**me-series fore**Cast**ing | |
Requires ```python 3.10.16``` | |
Check ```requirements.txt``` | |
```python | |
from transformers import AutoModel | |
model = AutoModel.from_pretrained("adnlp/MulTiCast", trust_remote_code=True) | |
import torch | |
input_ids = torch.rand((1, 56)) | |
images = torch.rand((224,224,3)) | |
texts = "Hello World!" | |
out = model.predict(input_ids=input_ids, images=images, texts=texts) | |
pred = out["logits"] | |
``` |