|
|
|
--- |
|
widget: |
|
- text: "mammal is to whale what" |
|
example_title: "Analogy Example 1 (semantic relation)" |
|
- text: "wedding is to marriage what " |
|
example_title: "Analogy Example 2 (semantic relation, metaphor)" |
|
- text: "London is to U.K. what" |
|
example_title: "Analogy Example 3 (entity)" |
|
- text: "actual is to actually what" |
|
example_title: "Analogy Example 4 (morphological)" |
|
--- |
|
# relbert/opt-125m-analogy-permutation |
|
|
|
This is [facebook/opt-125m](https://huggingface.co/facebook/opt-125m) fine-tuned on [relbert/semeval2012_relational_similarity](https://huggingface.co/datasets/relbert/semeval2012_relational_similarity) |
|
for analogy generation, which is to generate a word pair (eg. `bird is to crow`) given a query (eg. `mammal is to whale`) |
|
so that the query and the generated word pair form an analogy statement. |
|
|
|
### Usage |
|
|
|
```python |
|
from transformers import pipeline |
|
|
|
pipe = pipeline('text-generation', model="relbert/opt-125m-analogy-permutation") |
|
output = pipe("mammal is to whale what") |
|
``` |
|
|
