Toolformer: Language Models Can Teach Themselves to Use Tools
Schick et al., 2023, Toolformer (Advances in Neural Information Processing Systems 36 (NeurIPS 2023))
Subscriber deck — free during early access
1 cards in “3 Tools” · whole deck
3 Tools
- Which tools did Toolformer learn to use?A question answering system (Atlas), a calculator for the four basic operations, a BM25 Wikipedia search engine returning snippets, a machine translation system into English (NLLB 600M) and a calendar returning the current date. The only requirements: text input and output, and a few demonstrations.
- Schick et al., 2023, Toolformer (Advances in Neural Information Processing Systems 36 (NeurIPS 2023)), §3
Source
- Timo Schick, Jane Dwivedi-Yu, Roberto Dessì, Roberta Raileanu, Maria Lomeli, Eric Hambro, Luke Zettlemoyer, Nicola Cancedda and Thomas Scialom. 2023. Toolformer: Language Models Can Teach Themselves to Use Tools. In Advances in Neural Information Processing Systems 36 (NeurIPS 2023). https://papers.nips.cc/paper_files/paper/2023/hash/d842425e4bf79ba039352da0f658a906-Abstract-Conference.html