Model reference · open weights
timesformer_GP_scroll1 is an open-weight embedding model from scrollprize. AxForge deploys and operates it for you on dedicated EU-owned hardware — with the licence handled where one is required.
Available as managed deployment — configured and operated for you on dedicated EU hardware, quoted per deployment.
What it is
| Released by | scrollprize |
|---|---|
| Type | Embedding models |
| Task | Embeddings |
| Parameters (lead) | 38M |
| Runs with | transformers |
| Released | 2024-12-12 |
| Popularity | 649 downloads / month |
| Licence | Unknown |
About
The grandprize winning model of the Vesuvius Challenge of 2023.
The grandprize winning model of the Vesuvius Challenge of 2023. The model features a small TimeSformer architecture trained on image segmentation task to detect ink in 3d images. This model takes as input the 3d image and outputs a 2d map of ink detections, roughly 1/16 the size of the input.
Make sure to have the dependencies installed, namely transformers and Timesformer package
pip install -U transformers timesformer-pytorch
Next you can run the model as follows:
from transformers import AutoModel
model = AutoModel.from_pretrained("YoussefMoNader/timesformer_GP_scroll1", trust_remote_code=True)
the model expects a (B,1,26,64,64) tensor
The model was trained on 4xH100 for 8 hours. This model was trained for 12 epochs on total, a single epoch takes around 45 mins using the old script train_timesformer_og.py
From the published model card. Full card on the HuggingFace links in the sidebar.
Using it via the API
Once AxForge deploys timesformer-gp-scroll1 for you, it answers on the OpenAI-compatible API — the same base URL and keys as every other model. (timesformer-gp-scroll1 below is illustrative; you get the exact model name on deployment.)
$ curl -sS https://api.axforge.ai/v1/embeddings \
-H "Authorization: Bearer $AXFORGE_API_KEY" \
-H "Content-Type: application/json" \
-d '{"model":"timesformer-gp-scroll1","input":"text to embed"}'
Create an account — your API key is available in the console. 3M free tokens every 30 days with every new account.