Word Embeddings using DS9 episodes
Model | Complexity | Semantic | Context | Time | Size | Dimensions | GPU |
---|---|---|---|---|---|---|---|
Bag of Words | Low | No | No | Seconds | 88 KB | ~ Size Vocab | No |
Word2Vec/Doc2Vec | Medium | Yes | No | Minutes | 9 MB | Fixed | No |
Transformers | High | Yes | Yes | Hours/Days | 335 MB | Fixed | Yes |