| --- |
| base_model: FacebookAI/roberta-base |
| datasets: |
| - SynthSTEL/styledistance_training_triplets |
| library_name: sentence-transformers |
| pipeline_tag: sentence-similarity |
| tags: |
| - datadreamer |
| - datadreamer-0.35.0 |
| - synthetic |
| - sentence-transformers |
| - feature-extraction |
| - sentence-similarity |
| widget: |
| - example_title: Example 1 |
| source_sentence: Did you hear about the Wales wing? He'll h8 2 withdraw due 2 injuries |
| from future competitions. |
| sentences: |
| - We're raising funds 2 improve our school's storage facilities and add new playground |
| equipment! |
| - Did you hear about the Wales wing? He'll hate to withdraw due to injuries from |
| future competitions. |
| - example_title: Example 2 |
| source_sentence: You planned the DesignMeets Decades of Design event; you executed |
| it perfectly. |
| sentences: |
| - We'll find it hard to prove the thief didn't face a real threat! |
| - You orchestrated the DesignMeets Decades of Design gathering; you actualized it |
| flawlessly. |
| - example_title: Example 3 |
| source_sentence: Did the William Barr maintain a commitment to allow Robert Mueller |
| to finish the inquiry? |
| sentences: |
| - Will the artist be compiling a music album, or will there be a different focus |
| in the future? |
| - Did William Barr maintain commitment to allow Robert Mueller to finish inquiry? |
| --- |
| # Model Card |
|
|
| [Add more information here](https://huggingface.co/templates/model-card-example) |
|
|
| ## Example Usage |
|
|
| ```python3 |
| from sentence_transformers import SentenceTransformer |
| from sentence_transformers.util import cos_sim |
| |
| model = SentenceTransformer('SynthSTEL/styledistance') # Load model |
| |
| input = model.encode("Did you hear about the Wales wing? He'll h8 2 withdraw due 2 injuries from future competitions.") |
| others = model.encode(["We're raising funds 2 improve our school's storage facilities and add new playground equipment!", "Did you hear about the Wales wing? He'll hate to withdraw due to injuries from future competitions."]) |
| print(cos_sim(input, others)) |
| ``` |
|
|
| --- |
| This model was trained with a synthetic dataset with [DataDreamer 🤖💤](https://datadreamer.dev). The synthetic dataset card and model card can be found [here](datadreamer.json). The training arguments can be found [here](training_args.json). |
