| | --- |
| | 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). |
