---
license: apache-2.0
---
# Pre-Computed Embedding kNN Models for AVeriTeC Knowledge Base
These are the trained kNN models that are fit to the `Alibaba-NLP/gte-base-en-v1.5` embeddings of all resource documents contained in the AVeriTeC Knowledge Base (KB) as used by [InFact](https://github.com/multimodal-ai-lab/DEFAME/tree/infact).

Make sure to arrange the `embedding_knns.pckl` files as follows:
```
AVeriTeC
└── knowledge_base
    ├── dev
    │   ├── resources
    │   └── embedding_knns.pckl
    ├── train
    │   ├── resources
    │   └── embedding_knns.pckl
    └── test
        ├── resources
        └── embedding_knns.pckl
```