Downloads · 30 days
8
2% of all-time downloads
dsi-search-on-toy-dataset
tribler/dsi-search-on-toy-dataset
dsi-search-on-toy-dataset is a machine learning model from tribler. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as gpl-3.0.
[](https://doi.org/10.1145/3642970.3655837)
All-time downloads
482
Public
Parameters
60.5M
727 MB on disk
Likes
1
Public
Repo makeup
Click a slice to open those files.
.safetensors242 MB · 100%
At a glance
- Library
- transformers
- License
- gpl-3.0
- Model type
- t5
- Access
- Public
- Created
- Apr 5, 2024
- Updated
- Apr 19, 2024
- SHA
- b4e6a17d
Spaces
Model card
From the Hugging Face model README
DSI Search on Toy Dataset
This is a simplified demonstration of the search engine presented in De-DSI: Decentralised Differentiable Search Index.
For this example, we fine-tuned the T5-small model on a dataset comprised of 526 distinct documents, including:
- URLs to YouTube videos featuring movie trailers
- Magnet links for accessing CC-licensed music
- Bitcoin wallet addresses belonging to various artists
The train data consisted solely of the respective titles of the documents (i.e., no access to ambiguous queries), and therefore does not nearly perform to the degree we think is generally possible.
For demonstration purposes, however, this model can be tested with queries like "spider man", "oceans 13", "sister staarlightt", or "xileno bitcoin address" (to give some examples).
- Library
- transformers
- Type
- t5
- License
- gpl-3.0
- Created
- Apr 5, 2024
- Updated
- Apr 19, 2024