| |
|
| | --- |
| | base_model: FacebookAI/roberta-base |
| | datasets: |
| | - SynthSTEL/styledistance_training_triplets |
| | tags: |
| | - datadreamer |
| | - datadreamer-0.35.0 |
| | - synthetic |
| | - sentence-transformers |
| | - feature-extraction |
| | - sentence-similarity |
| | library_name: sentence-transformers |
| | 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?" |
| | pipeline_tag: sentence-similarity |
| | --- |
| | # 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). |
